Job Description/Job Scope

1. Modeling of emerging data storage & communication channels and systems

2. Research and development of deep learning based channel detection and channel estimation techniques for emerging data storage and communication channels

3. Implementation of the developed algorithms into Python and Matlab packages

4. Working out research papers and patents

Qualifications, Skills, Experience

1. A PhD degree in Electrical Engineering

2. Fundamental knowledge on Machine Learning, Deep Learning, Error Correction Coding, and Signal Processing

3. Python and Matlab programming skills

4. Fluent in both written and oral English

OVERVIEW

The Assistant/Manager, Market Access, plays a critical role in shaping the committee’s agenda to advance market access strategies across the Asia-Pacific region. The position focuses on driving committee initiatives, coordinating key stakeholders, and navigating complex healthcare and access landscapes to ensure optimal market access for member companies. The role requires a strategic mindset, deep understanding of healthcare systems, and the ability to execute projects in collaboration with industry leaders, KoL’s, policymakers, and partners.

As Manager/Assistant Manager - Digital Health, you will be part of the APACMed’s Digital Health Committee Team and work directly with the Director – Digital Health to advance digital health in the Asia Pacific through knowledge creation, advocacy and policy shaping. You will be responsible for assisting in committee related activities, including, ideating, coordinating and execution of projects, from concept stage to completion. This includes generating project documentation, creating and tracking tasks, managing priorities and requests, managing risks and impact, providing project support and maintaining a master schedule of all projects and activities. You will also be required to create and maintain clear channels of communication with both internal and external stakeholders. This position reports directly to the Director, Market Access.

KEY RESPONSIBILITIES

Committee Agenda and Workstreams:

• Drive the development and execution of the Market Access Committee’s agenda, ensuring alignment with the association's strategic goals.
• Lead specific workstreams and initiatives under the committee’s purview, from inception to completion.
• Develop project scopes, define objectives, and craft actionable plans to deliver measurable outcomes.

Stakeholder Engagement and Collaboration:

• Collaborate with internal and external stakeholders, including payors, policymakers, healthcare providers, and industry leaders, to achieve committee goals.
• Build and maintain strong relationships with trade associations, government bodies, and other key partners in the region.
• Serve as a key liaison between committee members, ensuring effective communication and alignment on priorities.

Policy Advocacy and Thought Leadership:

• Draft policy recommendations, position papers, and advocacy materials that reflect industry priorities and support market access goals.
• Conduct research to identify policy gaps and opportunities, developing white papers, concept notes, and reports as needed.

Event Planning and Execution:

• Organize and manage events such as workshops, roundtables, and forums related to market access, including topic selection, speaker engagement, sponsor management, and logistics coordination.
• Develop post-event documentation, summarizing key discussions, recommendations, and insights.

Market Access Monitoring and Analysis:

• Monitor and analyze policy developments, reimbursement trends, and regulatory changes impacting market access in the region.
• Provide strategic insights and recommendations to the committee and the association’s leadership.

What are we looking for?

• Bachelor’s or Master’s degree in Public Policy, Health Policy, Healthcare Management, Economics, or related fields.
• Minimum 10 years of experience in market access, public policy, or healthcare strategy/consulting, trade associations, preferably within the MedTech or broader healthcare industry.
• Proven experience in managing cross-functional projects and engaging with diverse stakeholders.
• Exceptional communication, writing, and presentation skills.
• Strong analytical capabilities and a deep understanding of healthcare systems and reimbursement frameworks.
• Demonstrated ability to manage multiple priorities and meet deadlines in a dynamic environment.

NOTE: Candidates who fulfil the above criteria/s would be considered only.

About APACMed

Founded in 2014, the Asia Pacific Medical Technology Association (APACMed) is the first and only regional MedTech association in APAC, representing medical technology manufacturers (multinational corporations as well as small and medium enterprises), and local industry associations across the region. We are fully committed to facilitating patient access to safe and high-quality medical devices, in-vitro diagnostics, and digital health products by fostering innovative partnerships with government agencies, international organizations, healthcare providers, investors, academia, and other key stakeholders in the ecosystem.

The exceptional EY experience. It's yours to build.

At EY, you will have the chance to build a career as unique as you are, with the global scale, support, inclusive culture and technology to become the best version of you. And we are counting on your unique voice and perspective to help EY become even better too.

We will support you with career-long training and coaching to develop your skills and enhance performance. You will be working with the best of the best in a collaborative environment. So, whenever you join, however long you stay, the exceptional EY experience lasts a lifetime.

The Opportunity

As a Cloud Specialist, you will be responsible for designing, implementing, and maintaining cloud solutions that align with our business objectives. You will work closely with cross-functional teams to ensure the scalability, security, and reliability of our cloud infrastructure. Your primary responsibilities will include:

Responsibilities

• Design and architect cloud solutions based on business requirements, ensuring scalability, reliability, and cost-effectiveness.
• Automate cloud operations, develop infrastructure automation scripts and participates in the continuous improvement of cloud solutions.
• Participate in the specification, setup and run Proof of Concepts and demonstrations of cloud solutions
• Administer and maintain servers across virtual platforms.
• Plan and execute the migration of on-premises applications and workloads to cloud environments, such as AWS, Azure, or Google Cloud Platform.
• Implement security best practices and ensure compliance with industry regulations and company policies.
• Maintain detailed documentation of cloud architectures, configurations, and procedures.

What we look for

• You have an agile, growth-oriented mindset. What you know matters. But the right mindset is just as important in determining success. We’re looking for people who are innovative, can work in an agile way and keep pace with a rapidly changing world.
• You are curious and purpose driven. We’re looking for people who see opportunities instead of challenges, who ask better questions to seek better answers that build a better working world.
• You are inclusive. We’re looking for people who seek out and embrace diverse perspectives, who value differences, and team inclusively to build safety and trust.

Qualifications:

• At least a bachelor's degree in computer science, information technology, programming & systems analysis, Science (Computer Studies) or a related field (or equivalent work experience).
• Proven experience in designing, implementing, and managing cloud solutions (AWS, Azure, or GCP).
• Strong understanding of cloud architecture principles, including IaaS, PaaS, and SaaS.
• Experience with Infrastructure as Code (IaC) tools and automation.
• Knowledge of security best practices and cloud security services.
• Excellent problem-solving and troubleshooting skills.
• Strong communication and teamwork skills.
• Relevant certifications (e.g., AWS Certified Solutions Architect, Azure Solutions Architect) are a plus.A Degree in one of the following: Accountancy, Business, Marketing, Computer Science, Computer Engineering, Analytics, Information Technology or equivalent
• Experience in a relevant industry or consulting role. Management consulting experience gained through a Big 4 or boutique consulting firm is highly desirable
• Experienced in engaging and managing a variety of stakeholders
• Prior experience of leading team for projects and pursuits
• Excellent written, communication, and presentation skills in English (additional local language skills are considered an asset)

What working at EY offers

EY offers a competitive remuneration package where you’ll be rewarded for your individual and team performance. We are committed to being an inclusive employer and are happy to consider flexible working arrangements. Plus, we offer:

• Support, coaching and feedback from some of the most engaging colleagues around
• Opportunities to develop new skills and progress your career
• The freedom and flexibility to handle your role in a way that’s right for you

EY | Building a better working world

EY exists to build a better working world, helping to create long-term value for clients, people and society and build trust in the capital markets.

The exceptional EY experience. It's yours to build.

At EY, you will have the chance to build a career as unique as you are, with the global scale, support, inclusive culture and technology to become the best version of you. And we are counting on your unique voice and perspective to help EY become even better too.

We will support you with career-long training and coaching to develop your skills and enhance performance. You will be working with the best of the best in a collaborative environment. So, whenever you join, however long you stay, the exceptional EY experience lasts a lifetime.

The Opportunity

As a Cloud Specialist, you will be responsible for designing, implementing, and maintaining cloud solutions that align with our business objectives. You will work closely with cross-functional teams to ensure the scalability, security, and reliability of our cloud infrastructure. Your primary responsibilities will include:

Responsibilities

• Design and architect cloud solutions based on business requirements, ensuring scalability, reliability, and cost-effectiveness.
• Automate cloud operations, develop infrastructure automation scripts and participates in the continuous improvement of cloud solutions.
• Participate in the specification, setup and run Proof of Concepts and demonstrations of cloud solutions
• Administer and maintain servers across virtual platforms.
• Plan and execute the migration of on-premises applications and workloads to cloud environments, such as AWS, Azure, or Google Cloud Platform.
• Implement security best practices and ensure compliance with industry regulations and company policies.
• Maintain detailed documentation of cloud architectures, configurations, and procedures.

What we look for

• You have an agile, growth-oriented mindset. What you know matters. But the right mindset is just as important in determining success. We’re looking for people who are innovative, can work in an agile way and keep pace with a rapidly changing world.
• You are curious and purpose driven. We’re looking for people who see opportunities instead of challenges, who ask better questions to seek better answers that build a better working world.
• You are inclusive. We’re looking for people who seek out and embrace diverse perspectives, who value differences, and team inclusively to build safety and trust.

Qualifications:

• At least a bachelor's degree in computer science, information technology, programming & systems analysis, Science (Computer Studies) or a related field (or equivalent work experience).
• Proven experience in designing, implementing, and managing cloud solutions (AWS, Azure, or GCP).
• Strong understanding of cloud architecture principles, including IaaS, PaaS, and SaaS.
• Experience with Infrastructure as Code (IaC) tools and automation.
• Knowledge of security best practices and cloud security services.
• Excellent problem-solving and troubleshooting skills.
• Strong communication and teamwork skills.
• Relevant certifications (e.g., AWS Certified Solutions Architect, Azure Solutions Architect) are a plus.A Degree in one of the following: Accountancy, Business, Marketing, Computer Science, Computer Engineering, Analytics, Information Technology or equivalent
• At least 6 years of experience in a relevant industry or consulting role. Management consulting experience gained through a Big 4 or boutique consulting firm is highly desirable
• Experienced in engaging and managing a variety of stakeholders
• Prior experience of leading team for projects and pursuits
• Excellent written, communication, and presentation skills in English (additional local language skills are considered an asset)

What working at EY offers

EY offers a competitive remuneration package where you’ll be rewarded for your individual and team performance. We are committed to being an inclusive employer and are happy to consider flexible working arrangements. Plus, we offer:

• Support, coaching and feedback from some of the most engaging colleagues around
• Opportunities to develop new skills and progress your career
• The freedom and flexibility to handle your role in a way that’s right for you

EY | Building a better working world

EY exists to build a better working world, helping to create long-term value for clients, people and society and build trust in the capital markets.

Join us and build an exceptional experience for yourself, and a better working world for all.

If you can demonstrate that you meet the criteria above, apply now.

The exceptional EY experience. It's yours to build.

At EY, you will have the chance to build a career as unique as you are, with the global scale, support, inclusive culture, and technology to become the best version of you. And we are counting on your unique voice and perspective to help EY become even better too.

We will support you with career-long training and coaching to develop your skills and enhance performance. You will be working with the best of the best in a collaborative environment. So, whenever you join, however long you stay, the exceptional EY experience lasts a lifetime.

About the opportunity

To be a part of the Project Team to deliver a custom-built software application on a low-code platform by following Agile Frameworks and DevOps practices

Your key Responsibilities

• Working as an Agile Team Member, managing and executing a variety of tasks
• Interacting with Business Users as necessary to clarify requirements
• Taking responsibility for the quality of the software developed and delivered
• User Story Effort Estimation
• Software Development including meeting the Definition of Done
• Software Testing including fulfilling the Acceptance Criteria
• Creating Software Documents as require
• Research, design, and develop computer and network software or specialised utility programs.
• Analyse user needs and develop software solutions, applying principles and techniques of computer science, engineering, and mathematical analysis.
• Update software, enhances existing software capabilities, and develops and direct software testing and validation procedures. • Work with computer hardware engineers to integrate hardware and software systems and develop specifications and performance requirements.

Skills and attributes for success

• Contributing to setting-up, and execution of DevOps practices
• Software Deployment
• Software Maintenance and Support

To qualify for the role, you must have:

• At least a degree or diploma in a relevant technical field
• For the Associate position: At least 1 year of hands-on experience in custom-built software development using a low-code platform
• Experienced in Agile Software Development
• Experienced in Web Applications, HTML, CSS and JavaScript
• Experienced in Software Integration using APIs and Web Services
• Experienced in Database Systems

Ideally, you’ll also have

• OutSystems experience is a distinct advantage
• Scrum Ceremonies and Artefacts experience is a distinct advantage
• .NET Framework experience is an advantage
• Additional Business Education is a distinct advantage
• Low-code platform certification is a distinct advantage
• Scrum Certification is an advantage

What we look for

Highly motivated individuals with excellent problem-solving skills and the ability to prioritize shifting workloads in a rapidly changing industry. An effective communicator, you’ll be a confident team player that collaborates with people from various teams while looking to develop your career in a dynamic organization.

What working at EY offers

EY offers a competitive remuneration package where you’ll be rewarded for your individual and team performance. We are committed to being an inclusive employer and are happy to consider flexible working arrangements. Plus, we offer:

• Support, coaching and feedback from some of the most engaging colleagues around
• Opportunities to develop new skills and progress your career
• The freedom and flexibility to handle your role in a way that’s right for you

EY | Building a better working world

EY exists to build a better working world, helping to create long-term value for clients, people and society and build trust in the capital markets.

Enabled by data and technology, diverse EY teams in over 150 countries provide trust through assurance and help clients grow, transform and operate.

Working across assurance, consulting, law, strategy, tax and transactions, EY teams ask better questions to find new answers for the complex issues facing our world today.

The exceptional EY experience. It's yours to build.

At EY, you’ll have the chance to build a career as unique as you are, with the global scale, support, inclusive culture and technology to become the best version of you. And we’re counting on your unique voice and perspective to help EY become even better, too. Join us and build an exceptional experience for yourself, and a better working world for all.

The opportunity:

EY DnA is the data and advanced analytics capability within EY Asia-Pacific, with over 500 specialist employees working across multiple industry sectors.

We implement information-driven strategies, data platforms and advanced data analytics solution systems that help grow, optimize and protect client organizations. We go beyond strategy and provide end to end design, build and implementation of real life data environments and have some of the best architects, project managers, business analysts, data scientists, big data engineers, developers and consultants in the region.

We are looking for a Data Engineer within the DnA team in our Singapore office. This role is offered on a flexible full time basis.

Your key responsibilities:

• Apply data mining, data modelling, natural language processing, and machine learning to extract and analyse information from large structured and unstructured datasets
• Develop and implement techniques and analytics applications to transform raw data into meaningful
  information using dataoriented programming languages and visualisation software.
• Visualise, interpret, and report data findings and may create dynamic data reports as well
• Design, develop, and maintain the organization's data architecture, including data pipelines, databases, and data warehouses.
• Develop and maintain ETL (Extract, Transform, Load) processes to efficiently move data from various sources to the data
• Implement data quality checks and monitoring processes to identify and resolve data issues in a timely manner.
• Collaborate with data scientists, analysts, and other cross-functional teams to understand data requirements and deliver data solutions that meet business needs.

Skills and attributes for success

• Experience in ETL, Data Engineering, Scripting.
• Knowledge and experience in end-to-end project delivery, either traditional SDLC or agile delivery methodologies (or hybrid approaches)
• Experience in a delivery role on Business Intelligence, Data Warehousing, Big Data or analytics projects
• Exceptional communication, documentation and presentation skills and stakeholder management experiences
• Experience in business intelligence, data warehousing/platform, and data strategy projects

To qualify for the role, you must have

• At least a Bachelor's degree in any of these faculties: Computer Science/Information Technology/Programming & Systems Analysis/Science (Computer Studies)
• Minimum total 3 years work experience in at least 1 of these job titles: (1) Chief Data Scientist (2) Data Engineer (3) Data Scientist (4) Head of Data Analytics
• Experience in development and maintenance of Data processing pipelines
• Experience developing machine learning workflows
• Work closely with business analysts to create data components
• Application packaging and deployment experience across DEV to PROD environments

Ideally, you’ll also have

• Dashboarding experience with Tableau / Power BI
• Experience in engaging with both technical and non-technical stakeholders
• Consulting experience and background, including engaging directly with clients
• Degree in Computer Science or IT or Business Analytics

What we look for

• Highly motivated individuals with excellent problem-solving skills and the ability to prioritize shifting workloads in a rapidly changing industry.
• An effective communicator, you’ll be a confident leader equipped with strong people management skills and a genuine passion to make things happen in a dynamic organization.

What we offer

EY offers a competitive remuneration package commensurate with your work experience where you’ll be rewarded for your individual and team performance. We are committed to being an inclusive employer and are happy to consider flexible working arrangements, where this may be needed, guided by our FWA Policy.

Plus, we offer:

• Continuous learning: You’ll develop the mindset and skills to navigate whatever comes next.
• Success as defined by you: We’ll provide the tools and flexibility, so you can make a meaningful impact, your way.
• Transformative leadership: We’ll give you the insights, coaching and confidence to be the leader the world needs.
• Diverse and inclusive culture: You’ll be embraced for who you are and empowered to use your voice to help others find theirs.

If you can demonstrate that you meet the criteria above, apply now.

To learn more about our service offerings, visit https://www.ey.com/en_gl/careers/what-you-can-do-here or subscribe to http://www.youtube.com/ernstandyoungglobal

To learn more about careers in EYSG, please visit https://www.ey.com/en_sg/careers or like us on https://www.facebook.com/eycareerssingapore

At EY, you’ll have the chance to build a career as unique as you are, with the global scale, support, inclusive culture and technology to become the best version of you. And we’re counting on your unique voice and perspective to help EY become even better, too. Join us and build an exceptional experience for yourself, and a better working world for all.

We act as architects of digital change, helping our clients create innovative and effective solutions. Our teams are always client-focused and multi-disciplinary with a focus on digital problem solving. This is an exceptionally diverse role where you have the chance to make a real contribution to our business.

The opportunity

We are hiring developers to join us. We are most interested in individuals who wish to work across both account management and producers’ roles.

Your Key Responsibilities

• Develop and support solutions and code for various projects
• Contribute to the delivery of Service Level Agreement obligations
• Ensure that client’s website is updated and functioning
• Responsible to test and validate work produced and be able to highlight risk before delivery
• Responsible for technical change and release management activities which includes environment deployment and rollback
• Investigate, analyze and resolve issues which impact client’s websites
• Make recommendations on right-sizing, security, availability and performance
• Responsible for technical documentation and services to local and international clients
• Responsible for responding and resolving application and infrastructure issues within SLA
• Research, design, and develop computer and network software or specialised utility programs.
• Analyse user needs and develop software solutions, applying principles and techniques of computer science, engineering, and mathematical analysis.
• Update software, enhances existing software capabilities, and develops and direct software testing and validation procedures.
• Work with computer hardware engineers to integrate hardware and software systems and develop specifications and performance requirements.

Skills and attributes for success

• Knowledge of web technologies and content management systems
• Attentive to details and willingness to learn
• Organized and meticulous
• Customer-oriented and ability to work within team effectively

To qualify for the role you must have

• Bachelor’s Degree in any of these IT related disciplines: Computer Science, Information Technology, Programming & Systems Analysis, Science (Computer Studies)
• At least 5 years of working experience as a developer
• Knowledge of or Experience in .Net Frameworks / C# / ASP.NET / MVC
• Experience in web and networking concepts
• Knowledge of Javacript/JQuery
• Excellent communication skills, with a flair of reaching out to people of all levels

Ideally, you’ll also have

• Experience in CMS development with Sitecore/Sitefinity/Kentico or related
• Understanding of CI/CD activities
• Experience in cloud hosting and architecture

What we look for

Highly motivated individuals with excellent problem-solving skills and the ability to prioritize shifting workloads in a rapidly changing industry. An effective communicator, you’ll be a confident team player that collaborates with people from various teams while looking to develop your career in a dynamic organization.

What we offer

EY offers a competitive remuneration package where you’ll be rewarded for your individual and team performance. We are committed to being an inclusive employer and are happy to consider flexible working arrangements. Plus, we offer:

• Continuous learning: You’ll develop the mindset and skills to navigate whatever comes next.
• Success as defined by you: We’ll provide the tools and flexibility, so you can make a meaningful impact, your way.
• Transformative leadership: We’ll give you the insights, coaching and confidence to be the leader the world needs.
• Diverse and inclusive culture: You’ll be embraced for who you are and empowered to use your voice to help others find theirs.

If you can demonstrate that you meet the criteria above, please contact us as soon as possible.

The exceptional EY experience. It’s yours to build.

EY | Building a better working world

EY exists to build a better working world, helping to create long-term value for clients, people and society and build trust in the capital markets.

Enabled by data and technology, diverse EY teams in over 150 countries provide trust through assurance and help clients grow, transform and operate.

Working across assurance, consulting, law, strategy, tax and transactions, EY teams ask better questions to find new answers for the complex issues facing our world today.

The exceptional EY experience. It's yours to build.

At EY, you’ll have the chance to build a career as unique as you are, with the global scale, support, inclusive culture and technology to become the best version of you. And we’re counting on your unique voice and perspective to help EY become even better, too. Join us and build an exceptional experience for yourself, and a better working world for all.

The opportunity:

EY DnA is the data and advanced analytics capability within EY Asia-Pacific, with over 500 specialist employees working across multiple industry sectors.

We implement information-driven strategies, data platforms and advanced data analytics solution systems that help grow, optimize and protect client organizations. We go beyond strategy and provide end to end design, build and implementation of real life data environments and have some of the best architects, project managers, business analysts, data scientists, big data engineers, developers and consultants in the region.

We are looking for a Data Engineer within the DnA team in our Singapore office. This role is offered on a flexible full time basis.

Your key responsibilities:

• Apply data mining, data modelling, natural language processing, and machine learning to extract and analyse information from large structured and unstructured datasets
• Develop and implement techniques and analytics applications to transform raw data into meaningful
  information using dataoriented programming languages and visualisation software.
• Visualise, interpret, and report data findings and may create dynamic data reports as well
• Design, develop, and maintain the organization's data architecture, including data pipelines, databases, and data warehouses.
• Develop and maintain ETL (Extract, Transform, Load) processes to efficiently move data from various sources to the data
• Implement data quality checks and monitoring processes to identify and resolve data issues in a timely manner.
• Collaborate with data scientists, analysts, and other cross-functional teams to understand data requirements and deliver data solutions that meet business needs.

Skills and attributes for success

• Experience in ETL, Data Engineering, Scripting.
• Knowledge and experience in end-to-end project delivery, either traditional SDLC or agile delivery methodologies (or hybrid approaches)
• Experience in a delivery role on Business Intelligence, Data Warehousing, Big Data or analytics projects
• Exceptional communication, documentation and presentation skills and stakeholder management experiences
• Experience in business intelligence, data warehousing/platform, and data strategy projects

To qualify for the role, you must have

• At least a Bachelor's degree in any of these faculties: Computer Science/Information Technology/Programming & Systems Analysis/Science (Computer Studies)
• Minimum total 6 years work experience in at least 1 of these job titles: (1) Chief Data Scientist (2) Data Engineer (3) Data Scientist (4) Head of Data Analytics
• Experience in development and maintenance of Data processing pipelines
• Experience developing machine learning workflows
• Work closely with business analysts to create data components
• Application packaging and deployment experience across DEV to PROD environments

Ideally, you’ll also have

• Dashboarding experience with Tableau / Power BI
• Experience in engaging with both technical and non-technical stakeholders
• Consulting experience and background, including engaging directly with clients

What we look for

• Highly motivated individuals with excellent problem-solving skills and the ability to prioritize shifting workloads in a rapidly changing industry.
• An effective communicator, you’ll be a confident leader equipped with strong people management skills and a genuine passion to make things happen in a dynamic organization.

What we offer

EY offers a competitive remuneration package commensurate with your work experience where you’ll be rewarded for your individual and team performance. We are committed to being an inclusive employer and are happy to consider flexible working arrangements, where this may be needed, guided by our FWA Policy.

Plus, we offer:

• Continuous learning: You’ll develop the mindset and skills to navigate whatever comes next.
• Success as defined by you: We’ll provide the tools and flexibility, so you can make a meaningful impact, your way.
• Transformative leadership: We’ll give you the insights, coaching and confidence to be the leader the world needs.
• Diverse and inclusive culture: You’ll be embraced for who you are and empowered to use your voice to help others find theirs.

If you can demonstrate that you meet the criteria above, apply now.

To learn more about our service offerings, visit https://www.ey.com/en_gl/careers/what-you-can-do-here or subscribe to http://www.youtube.com/ernstandyoungglobal

To learn more about careers in EYSG, please visit https://www.ey.com/en_sg/careers or like us on https://www.facebook.com/eycareerssingapore

The exceptional EY experience. It's yours to build.

At EY, you’ll have the chance to build a career as unique as you are, with the global scale, support, inclusive culture and technology to become the best version of you. And we’re counting on your unique voice and perspective to help EY become even better, too. Join us and build an exceptional experience for yourself, and a better working world for all.

The opportunity:

We are seeking a proactive and experienced Digital Product Manager to join our team. The successful candidate will manage the entire product line life cycle, from strategic planning to tactical activities, guide product development from conception to launch, and evaluate product functionalities and performance.

Your key responsibilities:

1. Manage and oversee the entire product line life cycle, including strategic planning, development, and tactical execution.
2. Develop and support product positioning strategies based on customer demands and market trends.
3. Guide the entire process of product development from concept, design, implementation to launch.
4. Regularly evaluate product functionalities and performance, and propose enhancements based on market feedback and consumer demands.
5. Conduct comprehensive market research to identify potential partnerships for the product, and generate innovative ideas for increasing market share, improving customer experience, and driving growth.
6. Oversee market research studies to keep abreast of new technologies and competitor offerings.
7. Lead in the development and presentation of business proposals to capitalize on new business opportunities.

To qualify for the role, you must have

1. At least a Bachelor’s degree in any of these faculties - Computer Science, Information Technology, Programming & Systems Analysis, Science (Computer Studies)
2. Proven experience as a Product Manager or similar role in the digital industry.
3. In-depth knowledge of product management principles, concepts, and techniques.
4. Experience conducting market research, product positioning, and marketing strategies.
5. Exceptional project management and organizational skills.
6. Strong problem-solving abilities, coupled with excellent communication skills.
7. Experience in managing cross-functional teams.

What we look for

• Highly motivated individuals with excellent problem-solving skills and the ability to prioritize shifting workloads in a rapidly changing industry.
• An effective communicator, you’ll be a confident leader equipped with strong people management skills and a genuine passion to make things happen in a dynamic organization.

What we offer

EY offers a competitive remuneration package commensurate with your work experience where you’ll be rewarded for your individual and team performance. We are committed to being an inclusive employer and are happy to consider flexible working arrangements, where this may be needed, guided by our FWA Policy.

Plus, we offer:

• Continuous learning: You’ll develop the mindset and skills to navigate whatever comes next.
• Success as defined by you: We’ll provide the tools and flexibility, so you can make a meaningful impact, your way.
• Transformative leadership: We’ll give you the insights, coaching and confidence to be the leader the world needs.
• Diverse and inclusive culture: You’ll be embraced for who you are and empowered to use your voice to help others find theirs.

If you can demonstrate that you meet the criteria above, apply now.

To learn more about our service offerings, visit https://www.ey.com/en_gl/careers/what-you-can-do-here or subscribe to http://www.youtube.com/ernstandyoungglobal

To learn more about careers in EYSG, please visit https://www.ey.com/en_sg/careers or like us on https://www.facebook.com/eycareerssingapore

The Delivery Lead role with AI&A team will be instrumental in leading and maintaining strong customer relationships across all Data deliverables, while enhancing our delivery governance to ensure customer satisfaction.

Key Responsibilities

• Serves as a senior liaison for delivery into government and banking services across Singapore, responsible for ensuring quality of delivery
• Working closely with the EPL/EDL/PDLs to improve delivery governance and operational metrics.
• Establishes and builds relationships with appropriate peers at Client side. Manage delivery expectations to exhibit exceptional experience to clients.
• Drives account penetration through Cognizant's services, capabilities, solutions, accelerator through continuation and extension of existing programs.
• Involving the right stakeholders from Cognizant to make sure that the engagement objectives are met.
• Service Improvement initiatives through automation of certain redundant tasks
• Supervising a team responsible for planning and implementation
• Working with the clients (Vice Presidents and CIOs) and meeting their objectives through the course of the engagement

Required Qualifications

• 9 years’ experience in handling large delivery engagements preferably across Banking and Financial Services.
• Excellent presentation and written communications skills
• Strong analytical and negotiation skills
• Ability to work independently to manage the whole program and respective stakeholders and projects.
• Ability to take ownership for key projects’ timelines, deliverables, budget and metrics.
• Project/strategic planning and business background with understanding of assigned areas of responsibility.
• Extensive experience with global delivery model
• Excellent client management, relationship building and escalation management skills.
• Grooming engagement leads / project managers.

Preferred Qualifications

• Bachelor’s Degree
• Strong exposure to SDLC and Agile/DevOps methodologies
• Customer facing experience with strong hands-on background in Data
• Extensive hands-on experience in handling large organization wide applications transformational programs preferred.
• Prior experience in handling RFP response
• Understanding of CMMi processes and best practices

Key Responsibilities:

• Manage full spectrum of Accounts Payable, Accounts Receivable, General Ledger accounting, and related matters.
• Oversee submission of tax declarations and ensure compliance with local tax regulations.
• Maintain up-to-date financial analysis and reporting.
• Organize and maintain office files, records, and documentation.
• Provide administrative support to the Financial Manager as needed.

Requirements:

• Bachelor’s degree in Accounting, Finance, or related field.
• 3+ years of relevant experience in accounting roles.
• Proficient in accounting software and MS Office Suite.
• Strong analytical skills with attention to detail.
• Excellent organizational and time management abilities.
• Ability to work independently and collaboratively in a team environment.
• Effective communication skills in English and Chinese preferred to deal Chinese content materials;

Benefits:

• Competitive salary commensurate with experience.
• Opportunities for career advancement and professional development within a dynamic and growing organization.

Key Responsibilities

• Required to manage and operate (hands-on) systems (server & storage) used in the University. Familiar with Microsoft Windows Server, SQL Databases, Linux, Cohesity Backup System, Office365, Microsoft HyperV, VMware/Netapp storage, Storage Spaces Direct, Hitachi (HCP), McAfee and Azure Cloud Platform. A strong knowledge on Microsoft Active Directory Architecture, PowerShell, Group Policies and Active Directory Federation Service is required.
• Required to provide Systems administration of Active Directory, Multi-Factor Authentication platform such as Okta, Antivirus and others.
• Required to provide Management systems availability statistics and patching reports, IT DR support and IT support for teaching-learning.
• Required to perform Systems hardening, Systems patching, Systems onboarding and decommissioning and other Systems related support services.
• Work with users to identify, understand requirements and develop deployment plans, assist with planning, developing, implementing and managing all system assets deployed in the University.
• Participate in process improvements such as operational efficiency of Systems Operations to provide prompt and effective support to existing systems.
• Rotational on-call duty along with team members and after office hours support.

Requirements

• Degree/Diploma in Computer Science or equivalent with at least 5 years of relevant working experience in design, configuration and management of Windows and Linux Infrastructure.
• Strong technical competencies and analytical mind, with specialized certifications such as MCSE, RHCE, CDCP, CCNA, ITIL, etc. would be preferred.
• Good working knowledge of IT governance, systems, security and system technologies and able to work with cross-functional departments.
• Excellent written, communication and interpersonal skills.
• Other traits include positive attitude, self-motivated, customer service oriented and a team player.

Only shortlisted candidate will be notified.

Job Responsibilities:

• Ensures new and existing customers receive a first class delivery service in accordance with customer expectations and contractual agreements.
• Primarily responsible for the identification/development of solutions for customers using company products, outsourced solutions and/or proprietary tools/techniques implemented by others.
• Defines customer needs and develops a plan and proposal for delivery of the project.
• Viewed by customers as a consultant.
• Performance is typically evaluated based on utilization, (i.e., billable hours).
• Understand and Adhere to all Corporate Policies to include but not limited to company’s Code of Ethics and Global Information Security.
• Analyzes client’s business needs, integrates client’s business strategies and recommends appropriate information technology solutions utilizing company’s methodologies.
• Conducts analysis of corporate objectives, critical success factors, business functions and processes. Plans, integrates and manages the implementation of new technology.
• Solves highly technical and complex problems for project(s). Guides and provides ultimate technical direction for projects.
• Significantly supports the regional/product’s business development and sales support efforts for a particular territory, industry or account. Meets with prospective, current and former clients describing and defining company’s services particularly as they relate to area of specialty.
• Has advanced technical knowledge and understanding of product set and business knowledge. Guides customer with their implementation efforts as necessary to ensure successful product adoption.
• Anticipates the implications and consequences of risks or business situations and takes appropriate action to prepare for possible mitigation actions and or contingencies. Has the ability to identify information needed to clarify a risk or business situation, seeks that information from appropriate sources and use skillful questioning to draw out the information.
• Perform other duties as assigned.

Job requirements:

• End-to-end financial software implementation experience (preferably at a software vendor).
• Understands the full IT project life cycle from requirements gathering through implementation and go live.
• Understands principals of multiple application development methodologies
• Excellent customer service skills that build high levels of customer satisfaction for internal and external clients.
• Excellent verbal and written communication skills to technical and non-technical audiences of various levels in the organization (e.g. executive, management, individual contributors).
• Excellent analytical, decision-making, problem-solving, team and time management skills.
• Ability to persuade and influence others on the best approach to take.

Job Responsibilities:

• Acts as a recognized technical expert in a strategic business application, technology, industry or company service offering.
• Functions as one of the highest level individual contributors in at least one technical area.
• Utilizes expertise in business management practices, industry requirements and information technology disciplines to develop technical and/or business solutions to client problems.
• Complies with all applicable Time and Expense reporting processes and procedures.
• Approves and reports all time and expense information by the deadlines.
• Analyzes client’s business needs, integrates client’s business strategies and recommends appropriate information technology solutions utilizing company's methodologies. Conducts analysis of corporate objectives, critical success factors, business functions and processes. Plans, integrates and manages the implementation of new technology.
• Acts as a technical expert that performs a variety of duties involved with managing large, strategic and/or multiple projects. Establishes critical success factors for the project(s). Develops/improves strategic processes and direction for projects
• Develops project plans and Statements of Work early on in the project life cycle.
• Significantly contributes to the regional/product’s business development and sales support efforts for a particular territory, industry or account. Aligns business development activities with regional/product’s business needs.
• Perform other duties as assigned
• Understand and adhere to all corporate policies.

Job Requirements:

• Bachelor’s degree or equivalent experience.
• Minimum 10 years of progressively responsible experience in the area of Financial Technology
• Has technical expertise in one or several businesses or industry specializations which may include:
• Financial or Merchant Retail Payment Models
• Global Payment Networks
• Business Process Re-engineering
• Client Server Application Development
• Application Outsourcing
• Technology Migration
• Data Mining/Data Warehousing/Analytics
• Electronic Banking or Electronic B2B Commerce
• Customer Relationship Management
• Treasury Management
• Project Management: As one of the highest level technical experts, performs a variety of duties involved with managing large, strategic and/or multiple projects.
• Establishes critical success factors for the project(s).
• Develops/improves strategic processes and direction for projects
• Develops project plans and Statements of Work early on in the project life cycle.
• Solves highly technical and complex problems for project(s).
• Guides and provides ultimate technical direction for projects
• May audit projects for adherence to plans.
• Contributes to knowledge management by documenting best practices and forwarding to knowledge management repositories
• Mentoring Employees: Typically acts as a mentor, coach or trainer to consultants by sharing business expertise. Ensures that necessary staff information is updated and entered into Time and Expense Reporting System by the deadlines.

Job Responsibilities:

• Manages the development and implementation process of a company's products and services.
• Coordinates departmental or cross-functional teams, focused on the delivering new or upgrading existing products.
• Monitors the project from initiation through delivery including planning and directing schedules and monitoring budget/spending.
• Organizes cross-functional activities, ensuring completion of the project (i.e., product on schedule and within budget constraints).
• Understand and Adhere to all Corporate Policies.
• Performs a variety of duties involved with planning, organizing, measuring, monitoring, controlling and overseeing Customer or Internal Services projects. Responsible for the final outcome/results of assigned projects or phases of a customer program (schedules, tasks, costs).
• Responsible for release planning, resourcing, and managing project change requests and associated contract process.
• Responsible for management of the resource assigned to the project.
• Understands the budget and resource impacts of multiple projects in multiple departments against the overall budget and resource pool that the projects draw from.
• Leads project management process improvement and best practice assignments. Evaluates and develops improvement of overall project planning. Analyzes business opportunities and recommends solutions, including financial needs. Identifies opportunities to leverage company capabilities or solutions across functional areas. Assists with conducting strategic planning and decision making which addresses long-term business and customer objectives.
• Initiates and maintains contact with internal and external organizations and individuals to ensure appropriate cooperation, coordination and information exchange, with the goal of properly developing the staff and successfully completing assigned projects including governance on 3rd party vendors.
• Maintains a detailed understanding of the industry, company products and overall business knowledge.
• Understands the customer’s goals, business needs and current business and economic trends. Uses this and other related product and industry knowledge to build solutions with customers.

Job Requirements:

• Bachelor’s degree or equivalent experience.
• Minimum 12 years of financial software project implementation experience ideally with a software vendor
• Excellent communication skills, verbal and written. Leadership experience required.
• Requires experience in translating Customer’s business needs and requirements into specific tasks and activities.
• Also requires the experience and know-how of strong Customer relationships.

Job Responsibilities:

• The purpose of the role is to ensure new and existing customers receive a first class delivery service in accordance with customer expectations and contractual agreements.
• Primarily responsible for the identification/development of solutions for customers using company products, outsourced solutions and/or proprietary tools/techniques implemented by others.
• Defines customer needs and develops a plan and proposal for delivery of the project.
• Viewed by customers as a consultant.
• Performance is typically evaluated based on utilization, (i.e., billable hours).
• Understand and Adhere to all Corporate Policies
• One of the highest level individual contributors, analyzes client’s business needs, integrates client’s business strategies and recommends appropriate information technology solutions utilizing company’s methodologies.
• Conducts analysis of corporate objectives, critical success factors, business functions and processes. Plans, integrates and manages the implementation of new technology.
• As one of the highest level technical experts, performs a variety of duties involved with supporting large, strategic and/or multiple projects.
• Significantly supports the regional/product’s business development and sales support efforts for a particular territory, industry or account.
• Has superior technical and comprehensive knowledge and understanding of product set and business knowledge. Assists the customer with their implementation efforts as necessary to ensure successful product adoption.
• Anticipates the implications and consequences of risks or business situations and take appropriate action to prepare for possible mitigation actions and or contingencies. Has the ability to identify information needed to clarify a risk or business situation, seeking that information from appropriate sources and use skillful questioning to draw out the information.
• Acts as a mentor, coach or trainer to consultants by sharing business expertise. Perform other duties as assigned.

Job Requirements:

• Bachelor’s degree in Computer Science, Information Systems/Management, Business, Accounting or Finance or equivalent experience is required. Master’s degree preferred.
• Minimum 10 years relevant experience in end-to-end financial software implementation (preferably at a software vendor).
• Understands the full IT project life cycle from requirements gathering through implementation and go live.
• Understands principals of multiple application development methodologies
• Excellent customer service skills that build high levels of customer satisfaction for internal and external clients.
• Excellent verbal and written communication skills to technical and non-technical audiences of various levels in the organization (e.g. executive, management, individual contributors).
• Excellent analytical, decision-making, problem-solving, team and time management skills.
• Ability to persuade and influence others on the best approach to take.

As a Business Information Security Officer, you will play a key role in proactively managing the information security and Data privacy landscape within the organization. Your expertise will help guide strategic decision-making on technology risk and security matters, ensuring robust IT security architecture, practices, and compliance across the organization.

Key Responsibilities:

• Lead proactive management of InfoSec & privacy.
• Provide thought leadership on technology risk and security.
• Drive the development and implementation of IT security policies and solutions.
• Ensure secure software development practices and change management processes.
• Plan and manage security incident responses and investigations.
• Oversee global adoption of cybersecurity and privacy controls.
• Act as the main point of contact for InfoSec and privacy matters.
• Collaborate with external auditors and regulators for compliance.

Required Skills and Qualifications:

• Extensive experience in IT security architecture, policy, and procedure development.
• Demonstrated leadership with strong decision-making abilities.
• Knowledge of software development life cycle security and asset management.
• Proven track record in incident response management and cybersecurity investigations.
• Excellent communication skills for non-technical stakeholders.
• Proficiency in current and emerging security trends.
• Familiarity with Singapore regulatory IT security requirements (e.g., MAS TRM, Cyber Hygiene notice).
• Bachelor's degree in IT/Computer Science or related field.
• Preferred certifications: CISSP, CISA, CISM, GIAC.

Personal Attributes:

• Team-oriented and able to work collaboratively.
• Strong communication skills for engaging senior stakeholders.
• Analytical problem-solver with a creative mindset.
• Independent and hands-on approach with strong attention to detail.

Application Process:
If you are interested in this role, please send your resume to [email protected]

Seeking a full-time Research Assistant to join a team of researchers working to advance visual analytics in computer vision. Successful applicants will contribute to a research project that develops new techniques in image and video analysis.

Candidates should possess a strong interest in learning and researching state-of-the-art computer vision techniques, as well as a strong ability in coding and mathematics.

This position is ideal for individuals interested in pursuing an academically grounded, applied research career.

The candidate will be expected to:

• Understand basic machine learning and AI methodologies
• Code and run computer vision algorithms
• Contribute towards research conceptualization and methodology
• Assist in the preparation of manuscripts and reports for publications
• Collaborate and communicate research updates with both internal and external stakeholders

Skills and qualifications required:

• Obtained a Bachelors degree related to the computer science or mathematics
• Excellent written and verbal communication skills
• Strong programming skills.
• Proficiency with Python

How to apply:

Interested applicants are encouraged to send in their application with the following documents:

• Cover letter explaining your interest in the position and addressing the qualifications and skills requirements (1-2 pages)
• Curriculum vitae

Enquiries about the position can be addressed to Assistant Professor De Wen Soh ([email protected])

Appointment will be initially made on contract basis for one year, renewable subject to good performance and mutual agreement.

We regret that only shortlisted candidates will be notified.

Job Description:

• Promote sales of the Company’s Supply Chain & Logistics contract solutions.
• Develop and implement effective business development strategies to expand our contract logistics and warehousing services.
• Responsible for expanding and servicing the clients’ portfolio by identifying new opportunities and target markets.
• Identify potential clients, establish long-term relationships, and nurture partnerships to drive sustained business growth.
• Work closely with cross-functional teams to develop customized warehousing and logistics solutions that meet specific client needs.
• Stay informed on industry trends and competitor offerings, identifying new opportunities to position us as a preferred logistics partner.
• Deliver on sales and revenue goals to contribute to overall business growth.

Job Requirements:

• Minimum diploma in Supply Chain & Logistics industry or related discipline.
• No experienced is welcomed
• Working experience in the Supply Chain & Logistics industry will be an advantage;
• Possess good interpersonal, and time management, and the ability to work under tight timeline;
• Proficient in Chinese to handle queries and complaints from Chinese speaking customers;
• Familiar with SCM logistics and related knowledge.
• Salary will be commensurate according to experience

Job Descriptions:

- Handle data entry of transactions to accounting system （SAP and Quickbooks）

- Support preparation for accounting period closing

- Record and check all sales record and cash expenses

- Perform bank reconciliation and filing

- Prepare invoice, payment voucher, stock balance, sales summary etc

- Any other duties assigned from time to time by the management

Job Requirements:

- Preferably someone who have accounting experience working under F&B industry before

- Able to speak in English and Chinese (as need to liaise with English and Chinese speaking clients)

- Minimum 3 years of experience

- Proficiency with computers and bookkeeping software, strong typing skills.

- Familiarity with basic accounting principles.

About the company

CGS International Securities Pte. Ltd. (CGS International) is an award-winning and market leading integrated financial services provider, ranked among the top securities houses in Asia.

CGS International taps on our wealth of global and ASEAN insights to offer equities trading, leveraged products, wealth management, investment banking, equities research, Shariah-compliant financing, fixed income, currency and commodities, structured products and prime brokerage services in over 15 countries and regions.

Along with its parent organisation China Galaxy Securities, a leading securities house in China, CGS International is trusted by more than 15 million customers globally.

Job Description

1) Process Support:

- Keep up to date with latest procedures, forms and templates

- Assist to raise requests, complete forms, obtain approvals, etc. as required by process

- Track timeline and actions according to plan

- Coordinate and follow up to meet timelines

- Organize and file documents

2) Department Asset Inventory Management:

- Document purchases

- Regularly report expiries in advance and expenses against budget

3) Department Budget Record:

- Populate budget items

- Document submitted and approved budget

- Document allocation method and allocation

4) Department Initiative/Program/Project Tracking:

- Document all initiatives, programs, projects

- Record status in regular department meetings

5) Department Visitor Management:

- Manage access and refreshment if required

- Receive and bring visitors to meeting area

6) Department Communication Management:

- Regularly check department mailboxes, emails, tickets to ensure timely response

- Coordinate and schedule department meetings

- Manage and distribute Work From Home/Office schedule

7) Department Reporting:

- Assist in compiling committee and board reports

- Note and remind presenters of reporting schedules

8) Process Improvement:

Constantly look to enhance current process with better tools or methods

Job Requirement

• Proficiency in MS Office (Word, Excel, PowerPoint) and other office software
• Strong written and verbal communication skills
• Good time management and prioritization skills
• Preferably has experience working with cross-geographical teams
• Proven experience as an administrative assistant or similar role
• Diploma or equivalent
• Proactive
• Keen to learn
• Has an eye for detail
• Willing to share and collaborate

Job Title: Postdoctoral Researcher (3D-printed Injection Molds)

Scope of the Research:

The project aims to investigate the feasibility of fabricating 3D-printed moulds for injection moulding. The objective of the project includes:

• To identify materials and additives used for the process
• To fabricate well-defined micro and nanostructures by additive manufacturing
• To fabricate hierarchical structures with well-defined inner morphologies

• To characterize the properties of the fabricated structures
• To automate the fabrication process
• To modify or develop instruments applicable to the developed process

The researcher will work in an interdisciplinary research team consisting of electrical, chemical, and biomedical engineers, chemists, and materials scientists.

Qualification, Skills, and Experiences:

• PhD (for postdocs) or M.S./B.S. (for research assistants) in chemistry, materials sciences and/or related fields • Experiences in digital fabrication (3D printing, laser cutting, fluid dispensing)
• Experiences in the design and manufacturing of scientific instruments
• Experiences in microfluidics, microfabrication
• Experiences in digital fabrication, CAD, and 3D drawing and modelling
• Good track record of scientific publications
• Excellent written and oral communication skills in English

The Trustworthy LLM/AI project is looking to hire Research Assistants / Senior Research Assistants. Each researcher will contribute in at least one of the following:

1. Research on automated vulnerability discovery (e.g., via Fuzzing) in IoT (Wireless) networked systems;
2. Research on IoT honeypot and threat intelligence.

Qualification & Experience:

• Bachelor's / Master's degree in Computer Science, Computer Engineering, or related field.
• Demonstrated expertise in software testing and/or software security and/or applied machine learning.
• Track record of strong R&D capability, with publications at leading cybersecurity conferences and/or journals.
• Working knowledge of the C/C++ or Python programming language.
• Working knowledge in binary analysis and code reverse engineering is advantageous.
• Familiarity with 5G and Wireless Networking is advantageous.

We are in search of a highly motivated and accomplished Research Fellow to join our team and significantly contribute to our upcoming research project "Empowering Real-World 3D Scene Understanding: Navigating Noise, Distribution Shifts, and Incremental Learning". The successful candidate will collaborate closely with our research team, working on the development of ground-breaking algorithms and methodologies for Real-world 3D scene understanding problems. This role offers an exciting opportunity to engage in cutting-edge research and have a substantial influence on the field.

Responsibilities:

• Undertake research in the field of real-World 3D scene understanding.
• Design and execute experiments to validate the proposed approaches.
• Analyze and interpret data sourced from inputs, including images or point clouds.
• Stay up-to-date with the latest advancements in real-world 3D scene understanding and related fields, and integrate new findings into research projects.
• Prepare research papers for publication in prestigious conferences and journals.
• Deliver presentations on research findings at conferences and other pertinent events.

Qualifications:

• A doctoral degree in Computer Science, Electrical Engineering, or a related discipline, with a specialization on computer vision and machine learning.
• A strong background in computer vision, machine learning, and 3D geometry.
• Proficiency in programming languages such as Python, C++, or MATLAB.
• Experience with relevant software libraries and frameworks, such as Pytorch, OpenCV, or PCL.
• A solid grasp of mathematical concepts related to 3D computer vision, including geometry, optimization, and statistical methods.
• A proven track record of publishing research papers in esteemed conferences or journals.
• Excellent problem-solving and analytical abilities.
• Strong communication skills and the capability to work effectively in a collaborative research environment.

We are inviting applicants for the position of Research Fellow to work on projects at the intersection of artificial intelligence, engineering, and design. The successful candidate will work with researchers from other domains to implement multimodal deep learning models with language, spatial and geometric datasets across the design scales of products, buildings and cities.

Requirements:

• Strong mathematical and data science knowledge
• Strong deep learning programming skills
• Strong interdisciplinary approach in working with large-scale and real-world datasets.
• Strong knowledge in innovation and entrepreneurship

The candidate should hold a PhD in AI, computer science, mathematics, data science, or other related field.