Sales operation management
1. Handle sales queries and discuss customer's requirements with the sales director.
2. Prepare quotations based on customers' needs/requests.
3. Support two directors.
4. Issue PO to supplier.
5. Coordinate and liaise with suppliers and forwarders on delivery schedules.
6. Arrange shipment / check shipping document when order is confirmed.
7. Issue DO, update inventory listing.
8. Maintain a healthy level of buffer stock and ensure optimal stock levels.
9. Issue sales invoices when goods are delivered.

Account & admin
1. Follow up payment with the customer when overdue.
2. Prepare the doc to send to accounting firm to close account quarterly and annually.

3. Support two Directors' admin tasks

Requirements
1. A bachelor’s degree in business admin/ sales / marketing or equivalent combination of education and experience.
2. Ability to multi-task. Superior interpersonal skills are required to work with the sales manager, suppliers, and forwarder.
3. Strong written and verbal communication skills.

• Knowledge of cables & wire and years of relevant experience in a related field is a plus. • No quota for work pass. • Recruitment agency please do not contact.

Roles & Responsibilities

• Assist in site acceptance tests, commissioning, and startup of transformers and switchgear (knowledge of UPS, VSDs, and PLCs is a plus).
• Perform preventive maintenance, repairs, fault investigation, and troubleshooting of electrical equipment.
• Provide on-site technical support and post-sales solutions to customers.
• Resolve on-site repair and maintenance issues effectively.
• Share field feedback to improve and develop products.
• Manage procurement of spare parts from suppliers.

Job Requirements

• Field service experience, with hands-on skills to work independently on-site.
• Strong communication and analytical abilities.
• Willing to travel for business trips.

Thank you for your application and we regret that only shortlisted applicants will be notified

By submitting any application or resume to us, you will be deemed to have agreed & consented to us collecting, using, retaining & disclosing your personal information to prospective employers with the services provided by us.

EA (18C9514/R23118479)

• Key Responsibilities:
• Assist the Project Manager in coordinating, planning, and forecasting resources to optimize project milestones and budget adherence.
• Conduct site studies to develop PV system recommendations tailored to specific project needs.
• Lead and manage the solar project site team, ensuring strict compliance with safety standards and protocols.
• Monitor and oversee site progress to ensure all work conforms to project specifications, schedules, and budgets.
• Plan and prepare detailed Bills of Materials (BOM) for solar projects.
• Utilize software tools like AutoCAD, SolidWorks, and other modeling programs (e.g., SketchUp, PVsyst, Helioscope) for project design and optimization.
• Work independently and manage multiple projects simultaneously to ensure seamless execution.
• Qualifications & Skills:
• Experience in solar PV projects, including design, installation, or management.
• Proficiency in AutoCAD and SolidWorks; experience with SketchUp, PVsyst, and Helioscope is a plus.
• Strong understanding of PV system components and project lifecycle.
• Strong communication and leadership abilities to manage site teams effectively
• Key Responsibilities:
• Assist the Project Manager in coordinating, planning, and forecasting resources to optimize project milestones and budget adherence.
• Conduct site studies to develop PV system recommendations tailored to specific project needs.
• Lead and manage the solar project site team, ensuring strict compliance with safety standards and protocols.
• Monitor and oversee site progress to ensure all work conforms to project specifications, schedules, and budgets.
• Plan and prepare detailed Bills of Materials (BOM) for solar projects.
• Utilize software tools like AutoCAD, SolidWorks, and other modeling programs (e.g., SketchUp, PVsyst, Helioscope) for project design and optimization.
• Work independently and manage multiple projects simultaneously to ensure seamless execution.

Thank you for your application and we regret that only shortlisted applicants will be notified

By submitting any application or resume to us, you will be deemed to have agreed & consented to us collecting, using, retaining & disclosing your personal information to prospective employers with the services provided by us.

EA (18C9514/R23118479)

If you are passionate about real world engineering in the field of coastal and marine environment, have strong interpersonal skill, thrive on solving challenging problems and want to collaborate with highly talented people globally, then apply today for the Structural Engineer position.

Job Description

As a structural engineer, you will be involved in the design of infra-structure/civil type of works (mostly Marine related). The department itself is involved in large and smaller projects locally and worldwide. In all our design activities we strive for an economic optimum where constructability plays a crucial role in our concept selection. Creative thinking together with your colleagues and our clients is very important. Our designs are performed according to the Industry Standards and within the agreed boundaries of quality, schedule, and costs.

As Structural Engineer you will be involved in:

• Civil/Structural Design and analysis (reinforced concrete, steel design, ship-shore design)
• Technical coordination between different marine civil infra-structure disciplines
• Involved in large international project with multinational project team
• Coordinate and review drafting work
• Projects range from Feasibility, FEED, Concept, Basic to Detailed Design
• Port planning projects (layout design, master planning, navigation and berthing assessments)
• Marine engineering (ship-shore interface design, design of berthing and mooring equipment, determine environmental loads on port structures like breakwaters, jetties, quay walls and offshore foundations

What are we looking for:

• Bachelor degree or Master degree in Civil Engineering, focus on structural engineering and affinity with coastal and geotechnical engineering
• Minimum 2 years relevant experience in the industry
• Prior working experience in Marine Civil Engineering projects preferred
• Ability to work well in multinational project team
• You are pro-active, communicative and decisive
• Strong problem solving skills
• Fresh Graduate are welcome

Role:IT Security Engineer(ITSO)

JD:

•Define the project's goals, scope, and deliverables, and establish a detailed plan with timelines and resources •Manage the project's day-to-day operations, including assigning tasks, monitoring progress, and making adjustments.

•Keep stakeholders informed and engaged, and resolve issues

•Ensure the project meets quality standards and delivers the expected outcomes

•Maintain project documentation and handle compliance or regulatory issues

• Good communication and problem-solving skills

• Excellent interpersonal skills • Dedicated as well as hard working individual with the intercommunication skills to work at all the level of organization.

• Teamworker and well-mannered

• Working tirelessly to enable the growth and development of organization that is customer centric and outward-looking.

Asset inventory knowledge and project/implemantaion documentation. Implement and maintain security policies and procedures to protect the organization's IT assets Configure and manage security tools and platforms to ensure they are integrated with the network infrastructure Conduct security and risk assessments of change requests, infrastructure, and data Monitor compliance to information security policies and ensure compliance with the customer's cybersecurity policies Conduct information security awareness training Manage information security risks and incidents Manage information security and related projects and initiatives Communicate and enforce compliance with information security policies and standards

Must have Talent / Skills - Good communication and excellent interpersonal skills, Proficient in Microsoft Office - ITIL Process Knowledge -Process handling Infra Incident and request handling.

Responsibilities

· Understand customer demands, challenges, and objectives through assessments, information gathering and Customers, technology/industrial engagements

· Collaboration with sales & business development, product & engineering stakeholders including analyse and selection of appropriate hardware, software, and services to create the winning solution offering to customer and markets

· Developing detailed proposals, presentations, and technical documentation that outline the proposed solutions, including features, benefits, and pricing. Presenting these proposals to customers in a clear and compelling manner

· Preparation and conduct of product and solution exhibitions, demonstrations and proof-of-concept activities to showcase the capabilities and address any technical questions or concerns from customers

· Providing technical expertise and support to business development & sales team throughout the sales cycle, including participating in customer meetings, responding to technical queries, and contributing to the development of sales strategies

· Building and maintaining relationships with technology vendors and partners to stay informed about the latest products, technologies, and industry trends. This includes evaluating new solutions and incorporating them into proposed designs

· Keeping up-to-date with advancements in communication technologies, industry standards, and best practices. Pursuing opportunities to enhance technical skills and knowledge

Requirements

· Degree in Electrical/Electronics/Communications Engineering

• Minimum 5 years’ experience in Communications/Telecommunications/Infosystems Solutions Engineering and Implementations, supporting as a Pre-Sales capacity

· Strong understanding of communications technology

· Able to follow up closely with customers in order to answer to their needs

· Working location is in Jurong East

· Singaporeans Only

Please submit resumes to [email protected]

- Position applying for

- Current remuneration

- Expected remuneration

- Notice period

John Goh Meng Chye

EA License No : 06C4642

EA Reg No : R1102621

We regret that only shortlisted candidates will be notified.

INFORMATION:

As a Data Center Segment expert, the Sales Engineer is responsible for leading, developing sales strategies and plans as well as generate new business opportunities to the company.

The position does this by locating, developing, defining, negotiating, and closing business relationships with potential and existing key accounts, end customers, consultants, and system integrators.

The position maintains extensive knowledge of current market conditions, competitive positions, and solutions/services that PS can provide to develop the pipeline of business coming into the company.

This position has the ultimate objective to aggressively achieve profitable growth through monitoring of Data Center project pipelines and assisting to convert these into actual orders.

RESPONSIBILITIES

Generate new business opportunities and proposes potential business deals by contacting potential customers, decision makers and target accounts. Screens potential business deals by analyzing market strategies, deal requirements and evaluate options.

Works closely with local, regional, and global teams to close new business deals with persuasive approaches and pitches that will convince potential key accounts/customers to do business with PS. Collaborates to establish long term working relationships with key stakeholders and decision makers at different management levels across key accounts’ organizations.

Establish, cultivate, and maintain key relationships with end customers, influencers, and contractors. This can be done in conjunction with distribution partners and direct engagement.

Uncover and build opportunity pipelines with Sales, end customers and advance through the sales stages progressively till deal closure. Ensures that data is accurately entered and managed within PS’s CRM and sales/project management system.

Establish budgetary forecasts and sales volume targets for the SEA DC market.

Collaborate with Sales to assess level of involvement required from distribution to ensure success of closing business and project opportunities. Provides project guidance for price and quotation strategy to distribution network.

Identifies and support in qualification of strategic alliances to expand PS solution, products, and services; and business networking to leverage into additional markets.

Provide front line Data Center related marketing and technical support to distribution partners and dealers, as necessary.

Analyze sales and marketdata to provide relevant information to senior management for decision making.

Plays an active role in promoting PS in trade events and associations. Works with Marketing and Engineering to create, prepare and present technical papers and other application specific white papers for marketing collateral, trade journals and conferences.

Be the expert in Data Center power products and solutions, industry standards and overall on-site power system design and integration.

TRAVEL

This position requires travel up to 50%.

REQUIREMENTS

Degree in Electrical or Mechanical Engineering with at least 8 years of relevant sales experience in the power generation business.

Solid proven direct and channel sales track record. Able to present and negotiate with senior executives and decision makers both internally and externally.

Results driven, strong will to compete and win in a business environment.

A good team player and enjoys interacting with people of all levels.

Able to travel frequently and work independently.

CRITICAL TECHNICAL, PROFESSIONAL AND PERSONAL CAPABILITIES / SKILLS

Experience in Data Center segment is critical to the growth of PS business. Strong technical knowledge of power generation products and solutions. Has good knowledge of industry standards and requirements.

Strong people and communication skills that engages and motivate others. Able to stimulate new thinking and remain customer focused.

Strong drive to succeed; motivated, energized and demonstrates high level of enthusiasm.

Excellent team player. Able to lead or participate in cross-functional teams to achieve goals and objectives. Objective, open-minded and receptive to feedback.

WORKING HOURS / LOCATION

5-day work week

8.30am to 5.15pm

Located in Jurong

OTHER BENEFITS

Annual leave - 15 days up to 21 days

Medical, dental, optical and annual health screening benefits

Company transport provided at Boon Lay MRT station

Other allowances applicable

Interested applicants, please attach your resume with your current salary. expected salary, reasons for leaving and notice period upon application.

Gladwin Teo Jian Rong

EA No. 23C1599

EA Personnel no. R1768774

WHO WE ARE:

PALO IT is a global innovation consultancy and Agile software development company dedicated to helping organizations embrace tech as a force for good. We work with clients to rapidly launch products and services, create new business models, and prepare leadership and culture for the future. We are a community of innovators, designers and technologists across 11 offices and five continents (France, Hong Kong, Singapore, Thailand, Australia, Mexico and Colombia).

We're committed to helping businesses transform to better our world. We're proud to be a World Economic Forum (WEF) New Champion, and a B Corp-certified company in Singapore and Hong Kong, currently working towards certification across all other locations.

YOUR ROLE:
We are looking for experienced Kotlin Engineers to join our growing back-end engineering team. In this role, you will design, build, and maintain scalable and secure back-end services, working on cutting-edge solutions for our clients. This is not an Android developer role — it’s a back-end engineering position that requires deep expertise in building robust applications using Kotlin.

YOUR RESPONSIBILITIES:

• Design and develop back-end services and APIs using Kotlin, ensuring high performance and scalability.
• Collaborate with cross-functional teams, including front-end engineers, product managers, and designers, to deliver end-to-end solutions.
• Write clean, maintainable, and testable code, following best practices and coding standards.
• Optimize applications for maximum speed, scalability, and security.
• Integrate with databases, cloud services, and third-party APIs as required.
• Conduct code reviews and mentor junior engineers to promote a culture of technicalexcellence.
• Work in an Agile environment, participating in daily stand-ups, sprint planning, andretrospectives.
• Stay updated on the latest trends and technologies in Kotlin and back-end development.WHO YOU ARE:
• Technical Expertise: Proven experience in back-end development with Kotlin, including hands-on experience with frameworks like Ktor, Spring Boot (Kotlin), or similar.
• Experience: 4+ years of professional experience in back-end engineering.
• Skills: Proficiency in building RESTful APIs and microservices architectures. Experience withrelational and non-relational databases (e.g., PostgreSQL, MongoDB, etc.).
• DevOps Knowledge: Familiarity with containerization (Docker), CI/CD pipelines, and cloudplatforms like AWS, GCP, or Azure.
• Testing: Strong knowledge of unit testing, integration testing, and other quality assurancepractices.
• Soft Skills: Excellent problem-solving skills, with the ability to work independently andcollaboratively in a fast-paced environment.

Candidates with experience in one or more of the following are preferred:

• Native Cloud Computing
• Event Stream Processing (Kafka, etc...)
• Rule Engines (IBM ODM, Drools, Camunda etc...)
• Web3 (Metaverse, Blockchain, etc...)
• Container Driven Development
• Flutter
• React Native
• NextJS
• NestJS
• Java SpringBoot

MORE ABOUT PALO IT:

Using our B Corp certification and WEF status as our north star, we’re eager to adapt to change, learn from our experiences and move to meet our planet’s urgent needs. With 2025 as our horizon, we are taking action to meet the following objectives:

• Become a climate net-zero company
• Attain 50% of revenue from projects with a positive impact
• Train 100% of our workforce on impact
• Achieve B Corp certification among all 11 of our offices across the globe
• Attain 90% happy employees at PALO IT

Our clients (https://www.palo-it.com/en/case-study) are amongst the world's most successful companies. We innovate with both established Fortune 1000s, SMEs and start-ups who aim to make an impact, become global leaders and address the world's most complex challenges.

WHAT WE OFFER:

• Stimulating working environments
• Unique career path
• International mobility
• Internal R&D projects
• Knowledge sharing
• Personalized training
• Entrepreneurship & intrapreneurship

For more on our team culture and benefits in Singapore, check out our careers page (https://www.palo-it.com/en-sg/careers)

PALO IT Singapore is an equal opportunity employer. Employment decisions will be based on merit, qualifications and abilities. Palo IT SG does not discriminate in employment opportunities or practices on the basis of race, colour, religion, sex, sexuality, national origin, age, disability, marital status or any other characteristics protected by law.

Protecting your privacy and the security of your data are longstanding top priorities for Palo-IT.

Your personal data will be processed for the purposes of managing Palo-IT’s recruitment related activities, which include setting up and conducting interviews and tests for applicants, evaluating and assessing the results, and as is otherwise needed in the recruitment and hiring processes.

Please consult our Privacy Notice (https://www.palo-it.com/en/privacy-policy) to know more about how we collect, use, and transfer the personal data of our candidates. Here you can find how you can request for access, correction and/or withdrawal of your Personal Data.

The Cybersecurity Engineer is responsible for designing, implementing, and maintaining security infrastructure to protect the organization’s IT systems and networks. This role involves analyzing, preventing, and mitigating security risks, conducting vulnerability assessments, and ensuring the overall security posture of the organization. The Cybersecurity Engineer will work closely with other IT teams to integrate security measures into the infrastructure, identify threats, and respond to incidents.

Key Responsibilities:

Security Infrastructure Design & Implementation:

• Design and implement secure network architectures, systems, and services.
• Build and configure security tools, such as firewalls, IDS/IPS, VPNs, endpoint protection, and SIEM systems.
• Integrate security solutions and ensure they are aligned with the organization's goals and policies.

Vulnerability Management:

• Conduct vulnerability assessments, penetration tests, and security audits to identify potential weaknesses in systems.
• Perform remediation activities by applying patches, hardening systems, and working with development teams to address security vulnerabilities.

Incident Response & Management:

• Respond to and investigate security incidents (e.g., data breaches, malware, DDoS attacks) to contain and mitigate damage.
• Collaborate with the incident response team to provide forensic analysis, determine the cause of incidents, and develop solutions to prevent recurrence.

Security Monitoring & Threat Intelligence:

• Continuously monitor and analyze security logs, alerts, and data from various security tools to detect and respond to potential threats.
• Leverage threat intelligence feeds and analysis to stay updated on emerging security threats and trends.
• Implement proactive security measures, including vulnerability scanning and intrusion detection.

Policy Development & Compliance:

• Develop, implement, and enforce security policies, procedures, and best practices across the organization.
• Ensure compliance with relevant regulatory standards, including IM8, CCoP 2.0, and other industry-specific frameworks.
• Conduct regular security assessments and audits to ensure adherence to security policies and standards.

Security Tools & Automation:

• Manage and optimize security tools such as SIEM, antivirus/anti-malware, firewalls, encryption, and endpoint protection systems.
• Automate repetitive security tasks and processes to increase efficiency and reduce manual intervention.

Collaboration & Training:

• Work closely with development, operations, and network teams to implement security into the SDLC (Software Development Lifecycle) and IT operations.
• Provide cybersecurity awareness training and guidance to employees to promote safe practices across the organization.

Documentation & Reporting:

• Maintain detailed documentation for all security systems, incidents, and actions taken.
• Generate regular reports on the status of the organization’s security posture, incidents, and risk assessments for management.

Qualifications & Requirements:

• Qualifications: Bachelor's degree in Cybersecurity, IT, Computer Science, or equivalent experience.
• Experience: Minimum of 2 years in cybersecurity or security engineering, with expertise in designing, implementing, and managing security solutions (e.g., firewalls, VPNs, IDS/IPS, endpoint protection).
• Technical Skills:Proficiency in vulnerability management, penetration testing, and security tools (SIEM, IDS/IPS, antivirus).
  Strong understanding of network protocols (TCP/IP), firewalls, VPNs, proxies, and related technologies.
  Familiarity with compliance standards (e.g., IM8, CCoP 2.0, NIST).
  Scripting expertise (Python, PowerShell, or Bash) for task automation and incident response.
  Hands-on experience with penetration testing tools (e.g., Kali Linux, Metasploit, Burp Suite, Nmap).
• Certifications (preferred): Certified Ethical Hacker (CEH), CompTIA Security+, or CySA+.
• Soft Skills: Strong analytical, troubleshooting, and communication skills (both written and verbal).
• Additional Knowledge: Security operations, incident response, and disaster recovery processes.

Key Responsibilities:

1. Network Device Monitoring:

• Regularly check network devices for connectivity and performance.
• Monitor the health status of all network devices to ensure they are functioning correctly.

2. Backup Management:

• Perform regular backups of network configurations and critical data.
• Ensure backup processes are reliable and data can be restored efficiently.

3. Configuration Management:

• Implement and document configuration changes to network devices.
• Maintain accurate records of all configuration changes.

4. Firewall Rule Review:

• Regularly review and update firewall rules to ensure network security.
• Collaborate with the security team to address any vulnerabilities.

5. Network Device Hardening:

• Apply best practices to harden network devices against potential threats.
• Ensure all devices are configured securely and comply with company policies.

6. Patch Management:

• Apply patches and updates to network devices to protect against vulnerabilities.
• Keep track of patch levels and ensure all devices are up-to-date.

Preferred Skills:

• Certifications such as CCNA, CCNP, or equivalent.
• Experience with network automation tools and scripting.

Key Responsibilities:

• Conduct site acceptance tests, oversee commissioning processes, and assist with the start-up of Insulating Glass machinery.
• Interface with customers for after-sales service, identify their needs, and provide tailored solutions.
• Address and resolve on-site maintenance issues by troubleshooting and offering technical support.
• Work collaboratively with customers to fulfill repair schedules effectively.
• Deliver training sessions to help customers optimize product performance.
• Provide feedback from the field to engineering and production teams for product improvements or new designs.
• Ensure compliance with validation processes, including product applications, controls, and documentation.

Requirements:

• Must be very willing to travel as there are times the travelling can take up to 8 weeks.
• Physical ability to handle heavy machinery parts and tool kits (>30kg).
• Ability to read and interpret technical drawings.
• Prior working experience in a technical servicing role is a must.
• Hands-on experience in servicing and the ability to work independently at job sites.
• Willingness to travel for service assignments within the SEA region.
• Strong problem-solving skills and a customer-focused mindset.

Thank you for your application and we regret that only shortlisted applicants will be notified

By submitting any application or resume to us, you will be deemed to have agreed & consented to us collecting, using, retaining & disclosing your personal information to prospective employers with the services provided by us.

EA (18C9514/R23118479)

Job Summary:

We are seeking a talented and motivated Data Engineer to join our Software Engineering team. In this role, you will play a key part in designing, developing, and maintaining ETL processes using the Talend ETL toolset. You will work closely with team members to extract, transform, and load data from diverse sources, ensuring data integrity and quality. This position offers the opportunity to work on cutting-edge technologies like Hadoop, Spark, and Python, while contributing to impactful projects.

Key Responsibilities:

· Design, develop, and maintain ETL jobs using the Talend ETL toolset.

· Create ETL pipelines to extract, transform, and load data from multiple sources, including Cloudera, PostgreSQL, and SQL Server databases.

· Develop and optimize database tables and apply constraints to meet business requirements.

· Collaborate with team members to analyse source system structures and data retrieval methods.

· Support the development of data transformation logic using SQL, Python, and other scripting languages.

· Clean, validate, and transform data to meet schema and quality standards.

· Work with the team to implement data quality improvement plans.

· Troubleshoot data integrity and process issues to ensure efficiency and accuracy.

Technical Skills & Experience Required:

· Hands-on experience with Talend ETL tools (e.g., Talend Studio).

· Strong programming skills in Python and experience with Apache Spark.

· Proficiency with Hadoop ecosystem tools, including Hive, Impala, and HDFS.

· Solid understanding of data warehousing and data modelling techniques.

· Familiarity with relational databases such as PostgreSQL, SQL Server, and distributed systems like Cloudera.

· Experience with data visualization and analytics tools (e.g., Tableau, Power BI, etc.).

Qualifications:

· Bachelor’s degree in computer science, Mathematics, Engineering, or a related field.

· Strong interpersonal skills with a collaborative mindset.

· Excellent communication skills to interact with team members and projects effectively.

· A positive attitude and a proven ability to work within a team-oriented environment.

Soft Skills:

· Team player with strong problem-solving skills.

· Willingness to learn and adapt to evolving technologies.

· Ability to work under minimal supervision and meet project deadlines.

Key Responsibilities:

1. Application Support:

• Provide first-level support for application-related issues.
• Troubleshoot and resolve technical problems promptly.
• Escalate complex issues to higher-level support or development teams as needed.

2. Routine Maintenance:

• Perform regular maintenance tasks such as updates, patches, and backups. And code changes
• Deploy and test application in DEV and UAT before deploy to prod
• Ensure applications are running efficiently and securely.

3. User Assistance:

• Assist end-users with application-related queries and issues.
• Provide basic training and guidance on application usage.
• Document common issues and solutions for future reference.

4. Incident Management:

• Track and manage incidents using a ticketing system.
• Ensure timely resolution of incidents and communicate status updates to users.
• Participate in incident reviews and contribute to continuous improvement efforts.

5. Collaboration:

• Work closely with other IT teams to ensure seamless application integration and functionality.
• Collaborate with development teams to understand application changes and updates.
• Coordinate with third-party vendors for application support and maintenance

Preferred skill:

Java, JavaSript, Java (Spring boot), Corba, Maven, JSP, ActiveMQ, OracleSQL, SSH, Rehat/Linux, Debugging, React.js, Compiling, Software Architect Design, CI/CD, HTML, RESTFul API

Established in 1998, Milkyway International Chemical Supply Chain is a leading integrated chemical logistics service expert and innovator with a head office in Shanghai, China, and multiple locations in Asia, Europe, and the United States. We are a publicly listed company on the China mainboard with over 3900 employees and CNY 12 billion in revenue in 2022. Our core business includes global forwarding, tank & tanker, project & chartering, regional transportation, regional warehousing, chemical distribution, and environment protection. We take pride in providing outstanding service to the World's Fortune 500 companies, and we truly believe our employees are the most valuable assets. Every talent that is joining Milkyway Asia Pacific headquarter in Singapore will be making an impact in its history!

Please visit http://mwclg.com/global for more information.

Position: IT Helpdesk Support

Location: Singapore

Job Responsibilities:

• Be responsible for the company's network, service equipment, the daily operation of desktop and management of the company's IT operation
• Provide on-site service support and handle the installation and maintenance of client's computer desktop, hardware and network equipment
• Be responsible for debugging and troubleshooting the video conference system
• The installation, debugging, configuration and maintenance of the desktop equipment (e.g. desktop, notebook, printer, printer, video conference, telephone, etc.)
• Communication with users to ensure the normal operation of the system
• Normal maintenance of network and computer room management (configured switches and firewalls basically)
• Management of the company's IT assets
• Other IT works assigned by the department manager and work report

Job Requirements:

• College degree and above, major in computer and other related fields
• Familiar with the basic network technology, the working principle of TCP/IP protocol, proficient in the configuration of brand network equipment such as Feita and Cisco, and experienced in the operation and maintenance management of computer room is preferred
• Familiar with mainstream systems such as Windows and Mac operating systems, common conference systems and equipments such as Polycom/Cisco/Teams. Experienced in deploying and debugging systems related to AD domain is preferred
• Good communication skills, initiative in work, strong learning ability, teamwork spirit, ability to work under pressure, strong sense of responsibility and service
• More than three years of relevant IT helpdesk experience. Experienced in system research and development with logical thinking is preferred
• Handle common computer hardware and software failures independently
• Accept the occasional business trip and hardworking
• Proficient in both English and Mandarin

Role:Ansible Engineer

JD:

We are looking for an experienced Ansible Automation Engineer to design, implement, and maintain automation solutions that streamline our operations and enhance efficiency. The ideal candidate will possess strong expertise in Ansible, YAML, Python, Angular JS and PowerShell scripting, as well as the ability to work with a wide range of technologies, including Linux, Windows, Core OS, RHEL and platforms such as Red Hat OpenShift Container Platform (OCP), AWS and Azure.

Responsibilities:
• Collaborate with cross-functional teams to understand business requirements and design automation solutions using Ansible and other relevant technologies.
• Develop and maintain a strategic plan for centralising Ansible automation.
• OCP Application Onboarding (Namespace Creation, Quota Assignment, RBAC role assignment)
• Develop and test digital forms (using AngularJS) to record the user requirement as per the specification document
• JSON Handling: Proficiently work with JSON data for configuration management and data interchange.
• Develop Ansible playbook for onboarding the application onto OCP and perform Unit testing
• Setup DevOps pipeline to build and release the Ansible playbooks
• Create, test, and maintain Ansible playbooks and roles that automate various tasks, configurations, and deployments.
• Maintain and update the centralised inventory of managed hosts and resources.
• Security and Compliance: Implement security best practices for Ansible, including credential and secrets management. Ensure that automation complies with organizational security and compliance policies.
• Scripting: Develop and maintain Python and PowerShell scripts to automate various tasks and processes.
• API Integration: Work with APIs to facilitate communication between different systems and platforms.
• Technology Stack Management: Manage and support automation solutions across a diverse technology stack, including Linux, Windows, RHEL, Core OS, OCP and good to have AWS.
• Source Control: Use GitLab, Bitbucket, Jenkins, and JIRA for version control and collaborate with development teams to ensure code integrity.
• Cloud Infrastructure Management: Work with Terraform and CloudFormation to efficiently provision and manage cloud resources.
• IT Service Management: Integrate automation solutions with ITSM tools to improve service delivery and incident management.

Requirements:
• Bachelor's degree in computer science, information technology, or a related field
• 3 to 5 years of Proven experience as an Ansible Automation Engineer or similar role.
• Strong scripting skills in Python, YAML, Angular JS and PowerShell and good to have Java and Groovy
• Excellent communication skills
• Familiarity with API calls and JSON.
• Proficiency in working with Linux , Windows, Core OS, and RHEL environments.
• Knowledge of cloud platforms such as OCP and AWS
• Experience with Red Hat Ansible Automation Platform and Ansible is a must
• Familiarity with GitLab, Bitbucket, Jenkins and JIRA for version control.
• Experience with integration of automation solutions into ITSM tools
• Solid understanding of automation principles and practices Docker and Kubernetes for containerisation and orchestration
• Fair knowledge in networking, including VLANs, firewalls, and ports

We are looking for a Senior Software Engineer (Fullstack) to oversee our company’s core product development team that drives our product across multiple countries and offerings. Bring your ideas—the wilder and the crazier, the better — and establish Flo as the go-to renewable electricity retailer in Singapore.

About Flo

We are pushing boundaries and breaking conventions of the traditional electricity retailer. To do so, we are looking for like-minded people who share our passion for technology and sustainability. You might be the one we are looking for!

Find out more about us on https://floenergy.sg/business/about

What you will be doing:

This is a full-time role for an experienced senior software engineer. You will be responsible for building highly scalable, complex and intelligent platforms, improving the development process as well as our infrastructure and the end-end product life cycle from conception to launch.

You will work with the product vertical and horizontal teams to ensure that our product meets customer needs and that we remain competitive in the market. You will also be responsible for identifying new opportunities for growth and driving innovation within the company.

• Drive and support the entire cycle of software and product delivery from ideation to deployment and everything in between while improving standards of system design, clean code, documentation and infrastructure management.
• Mentor junior full stack engineers in building delightful products and robust operating platforms and systems that monitor, maintain, upgrade and deploy across multiple countries, including Singapore and Australia.
• Understand product and business objectives to develop an easy-to-use platform that aligns with customers' needs. Contribute to product discovery and innovation.
• Developing processes to improve operations and increase efficiency and productivity.
• Communicate cross-functionally across various teams, organizations and internal and external stakeholders to drive engineering efforts.
• Drive the team's innovation efforts, bring in new ideas and technologies.
• Hire and scale the organization to enable our business growth.

You will be a good candidate if you:

• Proven track record and at least 5 years of relevant core software engineering experience in a technology company and experience in leading complex and high scale projects end-end in an agile environment. (our tech stack: Kotlin, PostgreSQL, TimeScaleDB, AWS, TypeScript, however experience with these is not a blocker)
• You’re interested in how technology can improve the environments people live in and proactively propose new products-features / ideas to help the people.
• Have experience in clean code design, databases, high scale designs, infrastructure provisioning, authentication, and access management using cloud providers like AWS.
• Superior organizational, ownership, leadership and communication skills.
• You’re a collaborative person that believes in the Agile principles and how they can help empowered teams deliver the best software
• Possess a strong understanding of security best practices and can implement security measures to safeguard our data and systems.
• Have a proactive and collaborative approach to working with diverse technical and non-technical teams.
• Show an aptitude for staying current with the latest developments and trends in the renewable energy industry and across the tech stack.

Extra points if you:

• Have experience with both functional and OO programming, the JVM ecosystem and TypeScript.
• Have previous experience in the electricity retail market or a similar industry.
• Are enthusiastic about diving into ongoing projects and providing hands-on support where needed.

Culture and benefits:

• Get involved in product development from the ground up to chart the future of Flo.
• Work in an open-minded and dynamic environment with a talented team.
• Budget and time to take on professional development courses and team outings.
• Enjoy an attractive compensation package, generous time-off and work-life balance.

Equal Opportunity Employer Statement

We are committed to building diverse teams and creating an inclusive workplace that enables all our employees to perform at their best, regardless of nationality, ethnicity, religion, age, gender identity or sexual orientation. We are dedicated to creating a work environment where everyone is treated with respect and dignity, and where all employees have the opportunity to reach their full potential. We believe each individual's uniqueness is invaluable and helps make our company better.

Join a fast-growing electricity retailer that's making renewable energy accessible for all

We are looking for growth-minded people who share our values and beliefs. We would love to hear from you, even if you feel unsure about meeting every requirement listed above.

Join us as our new Senior Software Engineer!

We are seeking a talented and experienced Senior Data Engineer (Quantexa)with expertise in Hadoop, Scala, Spark, Elastic, Open Shift Container Platform (OCP) and DevOps practices. Elasticsearch to join our team. As a Data Engineer, you will play a crucial role in designing, developing, and optimizing big data solutions using Apache Spark, Scala, and Elasticsearch. You will collaborate with cross-functional teams to build scalable and efficient data processing pipelines and search applications. Knowledge and experience in the Compliance / AML domain will be a plus. Working experience with Quantexa tool is a must.

Responsibilities:

·        Implement data transformation, aggregation, and enrichment processes to support various data analytics and machine learning initiatives

·        Collaborate with cross-functional teams to understand data requirements and translate them into effective data engineering solutions

·        Design, develop, and implement Spark Scala applications and data processing pipelines to process large volumes of structured and unstructured data

·        Integrate Elasticsearch with Spark to enable efficient indexing, querying, and retrieval of data

·        Optimize and tune Spark jobs for performance and scalability, ensuring efficient data processing and indexing in Elasticsearch

·        Implement data transformations, aggregations, and computations using Spark RDDs, DataFrames, and Datasets, and integrate them with Elasticsearch

·        Develop and maintain scalable and fault-tolerant Spark applications, adhering to industry best practices and coding standards

·        Troubleshoot and resolve issues related to data processing, performance, and data quality in the Spark-Elasticsearch integration

·        Monitor and analyze job performance metrics, identify bottlenecks, and propose optimizations in both Spark and Elasticsearch components

·        Ensure data quality and integrity throughout the data processing lifecycle

·        Design and deploy data engineering solutions on OpenShift Container Platform (OCP) using containerization and orchestration techniques

·        Optimize data engineering workflows for containerized deployment and efficient resource utilization

·        Collaborate with DevOps teams to streamline deployment processes, implement CI/CD pipelines, and ensure platform stability

·        Implement data governance practices, data lineage, and metadata management to ensure data accuracy, traceability, and compliance

·        Monitor and optimize data pipeline performance, troubleshoot issues, and implement necessary enhancements

·        Implement monitoring and logging mechanisms to ensure the health, availability, and performance of the data infrastructure

·        Document data engineering processes, workflows, and infrastructure configurations for knowledge sharing and reference

1. More than 5 years of experience as a Data Engineer
2. · Bachelor's or Master's degree in Computer Science, Software Engineering, or a related discipline
3. · Possession of Quantexa certification as a Data Engineer or Data Architect, with proficiency in the tool
4. · Demonstrated experience as a Data Engineer, utilizing Hadoop, Spark, and data processing technologies in large-scale environments
5. · Expertise in the Scala programming language and familiarity with functional programming principles
6. · Prior experience with the Quantexa tool is highly desirable
7. · Comprehensive understanding of Apache Spark architecture, including RDDs, DataFrames, and Spark SQL
8. · Advanced proficiency in designing and developing data infrastructure utilizing Hadoop, Spark, and associated tools (HDFS, Hive, Pig, etc.)
9. · Experience with containerization platforms such as OpenShift Container Platform (OCP) and container orchestration via Kubernetes
10. · Proficiency in programming languages commonly employed in data engineering, including Spark, Python, Scala, or Java
11. · Knowledge of DevOps methodologies, CI/CD pipelines, and infrastructure automation tools (e.g., Docker, Jenkins, Ansible, BitBucket)
12. · Experience with Graphana, Prometheus, and Splunk will be considered an added advantage
13. · Background in integrating and utilizing Elasticsearch for data indexing and search applications
14. · Solid understanding of Elasticsearch data modeling, indexing strategies, and query optimization techniques
15. · Experience with distributed computing, parallel processing, and handling large datasets
16. · Proficient in performance tuning and optimization methods for Spark applications and Elasticsearch queries
17. · Strong problem-solving and analytical capabilities with the capacity to debug and resolve intricate issues
18. · Familiarity with version control systems (e.g., Git) and collaborative development environments

We seek individuals with highly developed conceptual, strategic, and analytical skills, capable of striking a balance between visionary thinking and practical solutions. The ability to comprehend, inspire, and mobilize others is crucial. A business-oriented mindset coupled with effective storytelling will drive your success. We are looking for self-starters ready to take on responsibilities with enthusiasm.

As an ML Engineer, your pivotal role involves operationalizing ML Models developed by Bank data scientists. You will serve as the focal point for ML model refactoring, optimization, containerization, deployment, and quality monitoring. Your main responsibilities will include:
Conduct reviews for compliance of the ML models in accordance with overall platform governance principles such as versioning, data / model lineage, code best practices and provide feedback to data scientists for potential improvements

Develop pipelines for continuous operation, feedback and monitoring of ML models leveraging best practices from the CI/CD vertical within the MLOps domain. This can include monitoring for data drift, triggering model retraining and setting up rollbacks.

Optimize AI development environments (development, testing, production) for usability, reliability and performance.

Have a strong relationship with the infrastructure and application development team in order to understand the best method of integrating the ML model into enterprise applications (e.g., transforming resulting models into APIs).

Work with data engineers to ensure data storage (data warehouses or data lakes) and data pipelines feeding these repositories and the ML feature or data stores are working as intended.

Evaluate open-source and AI/ML platforms and tools for feasibility of usage and integration from an infrastructure perspective. This also involves staying updated about the newest developments, patches and upgrades to the ML platforms in use by the data science teams.

• Proficiency in Python used both for ML and automation tasks
• Good knowledge of Bash and Unix/Linux command-line toolkit is a must-have.
• Hands on experience building CI/CD pipelines orchestration by Jenkins, GitLab CI, GitHub Actions or similar tools is a must-have.
• Knowledge of OpenShift / Kubernetes is a must-have.
• Good understanding of ML libraries such as Panda, NumPy, H2O, or TensorFlow.
• Knowledge in the operationalization of Data Science projects (MLOps) using at least one of the popular frameworks or platforms (e.g., Kubeflow, AWS Sagemaker, Google AI Platform, Azure Machine Learning, DataRobot, Dataiku, H2O, or DKube).
• Knowledge of Distributed Data Processing framework, such as Spark, or Dask.
• Knowledge of Workflow Orchestrator, such as Airflow or Ctrl-M.
• Knowledge of Logging and Monitoring tools, such as Splunk and Geneos.
• Experience in defining the processes, standards, frameworks, prototypes and toolsets in support of AI and ML development, monitoring, testing and operationalization.
• Experience in ML operationalization and orchestration (MLOps) tools, techniques and platforms. This includes scaling delivery of models, managing and governing ML Models, and managing and scaling AI platforms.

We are developing and executing a shared strategic vision for Loyalty & Marketing Services platforms and products that enable Visa to be the world-leading data-driven payments company. As a Data Engineer, you will be part of world-class team of Engineers to define, drive and execute on this vision. We are looking for a self-motivated individual with software engineering skills and expertise with Java, Web technologies & Big data. The candidate will be extensively involved in hands-on activities including POCs, design, development, testing, and documentation. Candidate must be flexible and willing to switch tasks based on team's needs.

Primary responsibilities will include:

• Design and develop mission-critical systems, delivering high-availability and performance
• Work on development of new products and enhancements to existing systems iteratively by building quick POCs and converting ideas into real products
• Work closely with architects, business and technical stakeholders to develop high quality products and services that meet business requirements and expectations while applying the latest available tools and technology
• Instill best practices for software development, and deliver high quality work on tight schedules
• Identify opportunities for further enhancements and refinements to standards and processes
• Coordinate Continuous Integration activities, testing automation frameworks, and other related items in addition to contributing core product code
• Present technical solutions, capabilities, considerations, and features in business terms. Effectively communicate status, issues, and risks in a precise and timely manner

This is a hybrid position. Hybrid employees can alternate time between both remote and office. Employees in hybrid roles are expected to work from the office 2-3 set days a week (determined by leadership/site), with a general guidepost of being in the office 50% or more of the time based on business needs.

• Planning and overseeing the construction operations of a project Conducting.
• Site layout.
• undertaking surveys.
• setting out sites.
• Work schedule.
• Managing equipment & materials at site.
• Organizing the workers.
• Safeguarding the environment.
• Checking and modifying plans and specifications for constructability, efficiency, and safety.
• Developing cost estimates and preparing bids.
• Managing subcontractor firms.
• Preparing site reports and filling in other paperwork.
• Working with the owner to ensure that the project meets requirements.
• Solving job site technical problems,moving between the field and office.
• Gaining additional education and training.
• Skilled in Using of Autocad, MS office,ability to prepare schedule in MS Project.

JOB REQUIREMENTS

1. Bachelor Degree in Civil Engineering / Equivalent
2. Experienced in Construction Site
3. Sound knowledge of Engineering,construction, and design.
4. Great leadership and organizational skills.
5. Great written and verbal communication skills.
6. A willingness to learn.

Company:

Sopra Steria is a listed European tech leader specializes in Consulting, Digital Service, and Software. We have 60,000 employees worldwide located in different regions (Europe, North America and Asia), whereby Singapore is the HQ for APAC. EvaGroup Asia Pacific is part of Sopra Steria I2S APAC, in charge of Infrastructure, Cloud and Cybersecurity services.

Additional Description:

For this position, we are looking for an ICT Security Engineer proficient in Elastic Stack to assist one of our clients – a leading global investment bank.

 The team is looking for an ICT Security Engineering professional to increase its capability to improve the detection & reaction to Cyber Threats by:

• Deploying, maintaining and improving the new SIEM infrastructure

The new joiner will work in close collaboration with Production Infrastructure & Observability teams. Finally, the new joiner will fully be part of the Production CSIRT / SIEM Engg team with the opportunity to expand the scope of activities within the team.

Responsibilities:

• Install and administrate the servers of the SIEM Infrastructure
• Develop automation on the different tasks and self-service tool
• Participate to the integration of new technologies logs
• Support logs parsing using custom parser/GROK development
• Project management
• Be a full time member of the Production CSIRT / SIEM Engg team and participate to the various activities of the team
• Contribute to the Permanent Control framework for implementation of policies and procedures in day‐to‐day business activities, such as Control Plan.
• Comply with regulatory requirements and internal guidelines.
• Contribute to the reporting of all incidents according to the Incident Management System

• Production experience across the following technologies:
• Working knowledge of Elastic stack (Elasticsearch / Logstash / Kibana / Beats) including data ingestion, management, monitoring & analytics. (Mandatory)
• In-depth experience with Kafka
• Good working knowledge of Linux (RedHat/Ubuntu)
• Programming skills (Python or Bash) is appreciated.
• Experienced production support engineer
• Platform integration skills are a plus - Experience in installation, configuration, documentation and administration of multiple pre-production and production platforms in both virtual and physical environments.
• Experience & skills in automation tools (e.g. Ansible) & DevOps pipelines are appreciated.

Specific Requirements:

• Candidate must have a overall 7 or more years of experience with minimum 4-5 years on relevant scope ie. Expertise in handling ELK stack for large platform or architecture.

• Regular team buildings
• 18 leave days / year
• Insurance: Hospitalization, GP, Dental and Optical
• Annual bonus
• Working hours: from 9am to 6pm, Monday to Friday
• Training and certifications paths

We are seeking a talented and experienced Structural Engineer to join our dynamic team in Singapore, Singapore. As a key member of our engineering department, you will play a crucial role in designing, analyzing, and overseeing the construction of various structural systems for commercial, residential, and industrial projects.

• Develop and review structural designs for buildings, bridges, and other infrastructure projects
• Perform complex structural analyses using advanced software tools to ensure the safety and integrity of structures
• Collaborate with architects, contractors, and other engineering disciplines to create innovative and efficient structural solutions
• Prepare detailed structural drawings, specifications, and calculations in compliance with local building codes and international standards
• Conduct site visits to monitor construction progress and ensure adherence to design specifications
• Analyze and resolve structural issues that arise during the construction phase
• Prepare and review technical reports, including structural calculations and design criteria
• Participate in client meetings and presentations to communicate design concepts and solutions
• Stay updated on the latest industry trends, technologies, and best practices in structural engineering

Responsibility :

• Perform all roles and responsibilities required of site supervisors under the Building Control Act.
• Ensure that all the civil & structural and M&E works are constructed in accordance with drawings and specifications and the Building Control Act and Regulations.
• Supervise concreting, pavement, drainage construction works (applicable for C&S)
• Carry out checks on compaction and curing of concrete (applicable for C&S)
• Carry out checks on striking of formwork, re-props and removal of props (applicable for C&S)
• Carry out checks on quality & erection of precast components (applicable for C&S)

Qualification:

• Minimum four (4) years of relevant experience as a civil & structural engineer.
• Accredited with the Joint Accreditation Committee of the Institution of Engineers Singapore and the Association of Consulting Engineers Singapore.

We are seeking a System Engineer for our client ST Engineering.

Responsibilities

· System Engineering Design

· Generating Test Plan & Procedures

· Sourcing and Procurement of System Hardware

· Planning and Setting up Test Lab

· Conduct Factory Acceptance Test

· Lead Installation, Checkout, Integration and Testing (ICIT) at customer’s sites

· Perform Troubleshooting and Resolving System Faults

· Perform On-Site Acceptance Test

· Lead project activities and coordinate with multiple stakeholders which includes suppliers, customers and other teams of staff for the project implementation

Requirements

· Degree in Electrical & Electronics Engineering / Computer Science or equivalent

· Minimum 2 to 3 years working experience in industry

· Experience and knowledge in Infocomm Technology, RedHat Linux, Virtual Environment, Network Security is preferred

· Computer literate e.g. MS office, Visio

· Excellent Oral and Written Communication Skills

· Excellent Time-management

· Good Learning Capability

· Working location is in Jurong East

· Singaporeans Only

Please click apply, or submit resumes to [email protected] with the following details in MS Word format:

- Position applying for

- Current remuneration

- Expected remuneration

- Notice period

Goh Kwan Way Marc

EA License No : 06C4642

EA Reg No : R24120754

We regret that only shortlisted candidates will be notified.

COMPANY DESCRIPTION

Singapore Management University is a place where high-level professionalism blends together with a healthy informality. The 'family-like' atmosphere among the SMU community fosters a culture where employees work, plan, organise and play together building a strong collegiality and morale within the university.

Our commitment to attract and retain talent is ongoing. We offer attractive benefits and welfare, competitive compensation packages, and generous professional development opportunities all to meet the work-life needs of our staff. No wonder, then, that SMU continues to be given numerous awards and recognition for its human resource excellence.

RESPONSIBILITIES

• Aligned with Innovation Enabled:
  • Assist in AI Solution Development: Support the design, training, and deployment of AI models for innovative teaching and learning solutions, enhancing personalization and engagement.
  • Support IT Modernization Efforts: Work on automating processes and improving service delivery to achieve operational excellence and stakeholder satisfaction.
• Aligned with User-Centric:
  • Enhance User Experience: Collaborate with the team to integrate AI into IT services, ensuring seamless and user-friendly applications that prioritize empathy and usability.
  • Develop Employee-Focused Tools: Build and maintain AI-powered tools that assist employees in focusing on value-added tasks and improving productivity.
• Aligned with Data-Driven:
  • Prepare and Process Data: Collect, clean, and preprocess data for machine learning and AI projects, ensuring accessibility and usability for decision-making.
  • Contribute to Analytics and Insights: Assist in generating intelligent insights by developing and refining models for data analysis and reporting.
• Technical and Collaborative Responsibilities:
  • AI Development and Maintenance: Write and maintain code for AI/ML models and pipelines, ensuring accuracy, scalability, and efficiency.
  • Research and Experimentation: Explore emerging AI techniques and tools to recommend improvements and innovative solutions.
  • Documentation and Reporting: Maintain clear documentation of AI workflows, model parameters, and project updates for future reference and team collaboration.
  • Cross-Functional Collaboration: Work closely with the AI Technical Lead and stakeholders across departments to ensure solutions meet business needs.

• Bachelor's degree in Computer Science, Data Science, Artificial Intelligence, or a related technical field.
• Minimum 5 years' experience in an IT role, with 1 to 2 years in AI and related fields.
• Recent graduates or candidates with internships/projects in AI/ML are welcome.
• Certifications such as Microsoft Azure AI Fundamentals, AWS Certified Machine Learning, or Google AI certifications are a plus.
• Proficiency in Python or R, with familiarity in ML libraries such as Scikit-learn, TensorFlow, or PyTorch.
• Basic understanding of data visualization tools (e.g., Matplotlib, Seaborn).
• Awareness of cloud services such as Azure, AWS, or Google Cloud, with hands-on experience being a plus.
• Knowledge of data processing tools like SQL and familiarity with data preparation techniques for AI/ML models.
• Exposure to ETL pipelines and working with datasets from diverse sources.
• Demonstrated experience through coursework, internships, or personal projects in developing and deploying machine learning models.
• Strong ability to work in a team, learn quickly, and apply feedback to improve performance.
• Problem-Solving: Logical and creative thinking to address challenges in AI implementation.
• Communication: Ability to articulate technical concepts to non-technical team members and stakeholders.
• Ethical Awareness: Understanding the basics of ethical AI practices, such as fairness and data privacy.

#LI-ST1

Candidates who do not possess the stipulated qualifications but have relevant work experience may still apply. Remuneration and appointment terms shall commensurate with qualifications and experience. SMU reserves the right to modify the appointment terms where necessary.