Job Overview:

We are seeking a skilled and dedicated Support Engineer to join our team, responsible for supporting Microsoft 365. The ideal candidate will have a strong understanding of M365 services, including Exchange Online, MS Teams, SharePoint Online, OneDrive, and Intune. You will be responsible for ensuring smooth operations, providing support, and maintaining configurations while adhering to strict security and compliance standards.

Key Responsibilities:

· Daily Operations and Support

· Configuration and Administration

· Service Request and Change Management

· Security and Compliance Management

· M365 License Management

· Proactive Monitoring and Problem Prevention

Qualifications:

• 3 years of experience in administering and supporting Microsoft 365 services.
• Strong knowledge of Exchange Online, MS Teams, SharePoint Online, OneDrive, and Intune.
• Familiarity with Conditional Access rules, DLP policies, and security best practices.
• Hands-on experience with Incident/Problem and Change Management processes.
• Understanding of M365 security and compliance requirements.
• Ability to monitor and manage M365 licenses effectively.

Skills:

• Strong problem-solving and troubleshooting skills.
• Excellent communication skills, both written and verbal.
• Attention to detail and the ability to maintain accurate documentation.
• Ability to work in a fast-paced environment and manage multiple tasks.

Preferred Certifications:

• Microsoft 365 Certified: Modern Desktop Administrator Associate
• Microsoft Certified: Security Administrator Associate

DESCRIPTION

• Bid preparation and project execution for floating offshore ammonia and hydrogen production projects, FAPSO & OSS.
• Undertake FAPSO topside Electrical engineering design to comply with the client’s requirements.
• Participate in vendor development for auxiliary distribution, telecom, high voltage equipment.

DUTIES AND RESPONSIBILITIES

• Support senior engineers and project managers in delivering sound engineering solutions.
• Development of Basis of Design for Electrical discipline.
• Development of load list, single line diagrams, specifications and other documents as required for execution of the project.
• Ensure that technical compliance with all design requirements.
• Use engineering software for modelling and analysis.
• Produce technical documents, reports and presentations detailing the findings of investigations under the guidance of Project Engineer or Engineering Manager.
• Coordinate with Engineering Contractor, Shipyard and Supplier Electrical discipline team to review the deliverables.
• Field engineering support during construction phase of the project.
• Commissioning and start-up support.
• Achieve safety standards as defined in project requirements
• Assist in preparation for bid submission to client, with compliant technical documentation.
• Assist in preparation for request for quotations, and evaluation of bids submitted by Suppliers.
• Attend technical meetings, and minutes down the meeting, if required.
• Keep track of relevant discipline tasks.
• Comply with environmental impact assessment and safety-related design requirements.
• Documentation in accordance with Company’s quality management system.
• Responsible for personal safety, safe working practices, and understand and follow HSE procedures.
• Any other tasks assigned by the Management.

Comply with HSE requirements:

• Environmental Aspects & Impacts Assessment.
• OHS Hazardous & Risk Assessment.
• Follow HSE Regulations.

REQUIREMENTS

• Bachelor or Master of Engineering Degree (Electrical or related disciplines).
• 0 – 2 years’ experience. Knowledge or experience in maritime and offshore services will be advantageous.
• Aptitude and attitude to learn and experience marine engineering requirements, software tools, and other technical issues.
• Working knowledge of Microsoft Word and Excel are required.
• Previous use of AutoCAD or other 2D / 3D software will be advantageous.

PROFESSIONAL DEVELOPMENT

• Receive on-the-job training and mentorship from experienced engineers to develop your skills and knowledge.
• Opportunities for career advancement as you gain experience and demonstrate your abilities.
• Support for obtaining professional certifications.

Only Singaporeans & PRs need apply.

Airconditioning Engineers

1) Ability to lead and manage teams

2) Operation Supports to teams and clients

3) Self Motivated Individuals

4) Good Team Player

5) Experienece In Troubleshooting and Repair / Service of Split Type and VRF/ VRV systems

6) Valid Class 3 License

7) Minimum 5 years experience in Airconditioning Field

8) Possess field experience is a MUST

9) Strong troubleshooting and analytical skills

10) Prior experience working in MNCs Agent will be an advantage (I.E. Daikin, Mitsubishi, Toshiba)

DESCRIPTION

The Junior Structural Engineer reports to the Project Engineering Manager and shall be responsible for technical compliance with all design requirements and coordination with the necessary Client and Subcontractor’s discipline engineering professionals. Junior Structural engineer shall ensure that all de-signs comply with the requirements of the Work; that all Work is efficiently and effectively executed in accordance with the criteria, specifications and standards listed in the CONTRACT; and that the designs comply with safe and reasonable standards as accepted within the offshore oil and gas industry. The Junior Structural Engineer shall be responsible for his/her scope of work as given below:

DUTIES AND RESPONSIBILITIES

• Assist Structural Engineer to prepare and review key project documentation in executing the complete scope of structural, naval and hull engineering scope of work as per the project requirements.
• Assist Senior Engineer to prepare and review topside module and hull structure drawings, layouts and specifications.
• Ensure that technical compliance with all design requirements is met.
• Prepare and review detailed calculations, analysis, and solutions to deliver safe, secure and fully functional facilities.
• Interface with Client’s structural Engineering team to resolve the technical issues.
• Provide work progress reports.
• Accountable for the quality engineering deliverables.
• Achieve safety standards as defined in Project requirements.
• To achieve project completion to the project specifications on schedule.
• Support project planning as necessary.
• Assist Field Engineering support during construction phase of the project.
• Assist Lead Structural Engineer to Coordinate with internal and external parties for monitoring and controls.

Comply with HSE requirements:

• Environmental Aspects & Impacts Assessment.
• OHS Hazardous & Risk Assessment.
• Follow HSE Regulations.

REQUIREMENTS

• Minimum educational requirements of a bachelor’s degree in structural engineering or equivalent.
• Learn independently how to work and help out on FPSO projects.
• Minimum 0-2 years’ experience, preferably in Oil & Gas projects (fixed installations and FPSOs),
• Will be Good to have experience using structural software such as SACS, ANSYS mechanical, etc., or equivalent.
• Shall be skilled with commonly used business software applications such MS Office, MS project and drafting software such as AutoCAD and simulation software such as ORCA flex.
• Assist lead Structural Engineer to support the development and implementing recommendations from third party safety studies and workshops, including HAZID/ENVID, SIL Classifications, Smoke, Gas, Fire and Explosion Risk Analyses, QRA, ALARP assessments, Fire and Gas Mappings and Noise Studies.

PROFESSIONAL DEVELOPMENT

• Receive on-the-job training and mentorship from experienced engineers to develop your skills and knowledge.
• Opportunities for career advancement as you gain experience and demonstrate your abilities.
• Support for obtaining professional certifications.

Only Singaporeans & PRs need apply.

In Schneider Electric everything we do promotes progress and sustainability for all — our colleagues, customers, partners, and the communities and societies where we live and work. From the products, software, and services driving the digital transformation of energy management and automation to corporate citizenship and volunteer activities, we make an impact by helping people and organizations become more resilient and efficient, more electric and digital.

Which is where you come in. Working at Schneider Electric means working toward a cleaner, better world. You're part of a global team built on inclusion, mastery, purpose, action, curiosity, and teamwork, turning sustainability ambitions into actions.

The Role: Application Design Engineer

What will you do?

• Design and develop SCADA systems using various software suites, including System Platform, AVEVA (Wonderware) Historian, OSI PI, Geo SCADA, Ignition SCADA, etc.
• Configure and program SCADA software to monitor and control various industrial processes, such as manufacturing, energy, mining, and utilities.
• Collaborate with clients, project managers, and other stakeholders to understand system requirements and develop solutions that align with their needs.
• Install, configure, and troubleshoot SCADA software and related components such as PLCs, ensuring proper integration with existing infrastructure.
• Integrate SCADA systems with historians (e.g., OSI PI, Wonderware, AVEVA) for data acquisition, analysis, and reporting purposes.
• Develop custom scripts using scripting languages (e.g., .NET, JavaScript, Python, VBScript, etc.) to enhance system functionality and performance.
• Conduct system testing and commissioning to ensure the accurate functioning of SCADA systems, addressing any issues or discrepancies that arise.
• Perform system upgrades and modifications, adhering to industry best practices and ensuring minimal disruption to operations.
• Provide technical support and guidance to end-users, troubleshooting system issues, and offering timely resolutions.
• Participate in training to stay updated with the latest advancements and trends in SCADA technologies.

What qualifications will make you successful?

• Bachelor's degree in Electrical/ Electronics Engineering or Computer Science
• Strong knowledge of SCADA systems and integration with different data sources
• Knowledgeable in computer networking architectures, topologies, and hardware
• Experience with AVEVA (formerly Wonderware) software products including System Platform, Operations Control, InTouch, and Predictive Analytics
• Experience in programming languages such as JavaScript, Visual Basic, or C#.
• Familiar with operational data historians (e.g. AVEVA, Wonderware, OSI PI etc.)
• Experience configuring and troubleshooting industry standard communication protocols such as Modbus, OPC UA/DA, DNP3, and TCP/IP
• Strong analytical and problem-solving skills, with a keen attention to detail.
• Excellent communication and interpersonal skills, with the ability to collaborate effectively with cross-functional teams and clients.

What’s in it for me?

• Global Family Leave
• Comprehensive medical coverage for employee and dependents
• Worldwide Employee Stock Ownership

…and more!

Let us learn about you! Apply today.

Get to Know Our Team

In Agoda’s Back End Engineering department, we build the scalable, fault-tolerant systems and APIs that host our core business logic. Our systems cover all major areas of our business: inventory and pricing, product information, customer data, communications, partner data, booking systems, payments, FinTech and more. These mission-critical systems change frequently with dozens of releases per day, so we must employ state-of-the-art CI/CD and testing techniques in order to make sure everything works without any downtime. We also ensure that our systems are self-healing, responding gracefully to extreme loads or unexpected input. In order to accomplish this, we use state-of-the-art languages like Scala and Go, data technologies like Kafka and Spark, and agile development practices. Most importantly though, we hire great people from all around the world and empower them to be successful. Whether it’s building new projects like Flights and Packages or reimagining our existing business, you’ll make a big impact as part of the Back End Engineering team.

The Opportunity

You might call yourself “full stack” or “back end” or you might consider yourself an authority in a certain field, but you have a keen interest in how the different systems work together.

We’d love to hear from you if you are skilled in any of the technologies we work with (note – we are not looking for you to have them all). We are interested in speaking to persons of any level from individuals just starting their IT careers to experts in their field, although this particular position is better suitable to veteran engineers, with expertise in certain technologies, and especially those that had lead projects, initiatives and/or teams.

In This Role, You’ll Get to

• Think and own the full life cycle of our products, not just a single piece of code – from business requirements, technology selection, coding standards, agile development, unit and application testing, to CI/CD and proper monitoring
• Design, develop and maintain platforms across the back end area
• Improve scalability, stability, and efficiency of our existing systems
• Write great code and help others write great code
• Collaborate with other teams and departments

What You’ll Need to Succeed

• 7+ years’ experience under your belt developing performance-critical applications that run in a production environment using Scala, Java, C# or Kotlin
• Experience in leading projects, initiatives and/or teams, with full ownership of the systems involved
• Data platforms like SQL, Cassandra or Hadoop. You understand that different applications have different data requirements
• Good understanding of algorithms and data structures
• Strong coding ability
• You are passionate about the craft of software development and constantly work to improve your knowledge and skills
• Excellent verbal and written English communication skills

It’s Great If You Have

• Experience with Scrum/Agile development methodologies
• Experience building large-scale distributed products from scratch
• Core engineering infrastructure tools like Git for source control, Gitlab CI/CD for Continuous Integration docker and kubernetes for deployments
• Hands-on experience working with technology like queueing systems (Kafka, RabbitMQ, ActiveMQ, MSMQ), Spark, Hadoop, NoSQL (Cassandra, MongoDB, CouchBase), Play framework, Akka library

We are seeking a dedicated Resident Engineer to join our team for an exciting project with the Land Transport Authority (LTA). The successful candidate will play a crucial role in ensuring the smooth execution of road signage and other civil works, adhering to the strict guidelines set by the Building and Construction Authority (BCA) and LTA.

Key Responsibilities:

• Review and verify project documents, maintaining accurate engineering records.

• Coordinate and supervise civil and structural construction projects, ensuring compliance with contractual requirements and regulatory authorities.

• Attend site meetings, conduct inspections, and ensure site progress aligns with project timelines.

• Supervise site activities, ensuring all works meet project specifications, construction drawings, and relevant regulations.

• Oversee inspections of formwork, steel reinforcements, retaining walls, and ground anchors, ensuring adherence to design standards.

• Ensure proper site clearance and compliance with approved plans from agencies.

• Implement control measures, including vector control, ensuring regulatory compliance.

• Conduct regular site inspections to resolve discrepancies, prevent delays, and maintain progress.

• Manage administrative duties such as site attendance, inspections, and leave records.

• Review contractor submissions and approve Requests for Inspection (RFI).

• Lead a team of technical supervisors, ensuring that all site activities meet client requirements and safety standards.

• Report regularly to C&S QP, liaising with regulatory bodies and contractors to resolve site issues and ensure timely project completion.

• Assist in the preparation of duty rosters, daily/weekly reports, and monthly submissions.

• Ensure all project documents are audit-compliant, both in soft and hard copy formats.

Job Requirements:

• Degree in Civil & Structural Engineering from a university accredited by the Singapore Professional Engineers Board (PEB).

• Registered Resident Engineer with IES/ACES.

• Minimum 4 years of experience as a civil engineer, with at least 2 years in a supervisory role (Experience in geotechnical and deep excavation works is preferred).

• Experience in projects of a similar nature under LTA Civil Contracts.

• Ability to work independently and demonstrate initiative in problem-solving.

Responsibilities:

• Creates detailed designs for HVAC systems, including calculating heating and cooling loads, selecting appropriate equipment, and specify in system components.
• Leads and manage engineering projects from concept through to completion, ensuring all milestones are met on time and within budget.
• Works closely with cross-functional teams, including electrical engineers, project managers and operation team, to ensure integrated and sustainable solutions.
• Ensures all designs and systems comply with contracts specification, industry rules and regulations, and safety protocols
• Prepares technical documentation, including Equipment Technical Specification, Duct & Instrument Diagram, Functional Design Specification, and Site Acceptance Test
• Stay updated with the latest advancements in marine and renewable energy technologies and incorporate innovative solutions into projects.

Requirements:

• Bachelor’s degree in mechanical engineering or a related field. Specialized courses in fluid dynamics, thermodynamics, and heat transfer are highly beneficial.
• Minimum of 3-5 years of experience in mechanical engineering, preferably in the marine, offshore or renewable energy sectors.
• Proficiency in CAD software (e.g., SolidWorks, AutoCAD), MagiCAD, Carrier HAP (Hourly Analysis Program), Trane TRACE 700 and knowledge of Building Management Systems.
• Strong problem-solving abilities and experience with data analysis and interpretation.
• Ability to convey complex technical information clearly to nontechnical stakeholders.

Our Address:

Seatrium Limited

(Admiralty Yard)

60 Admiralty Road West, Singapore 759947

(Transport provided from Sembawang MRT)

Our Working Hours:

Mon - Thu: 8:00am - 5:15pm

Fri: 8:00am - 4:30pm

Interested candidates are invited to send us an updated resume with your current and expected salary and earliest availability.

We regret that only shortlisted candidates will be notified.

Please note that your personal data disclosed to Seatrium Limited and our group of companies, shall be used for the purposes of evaluation, and processing in accordance with our recruitment processes and policies. By providing your personal data, you have consented to the aforesaid purpose under the provisions of the Personal Data Protection Act 2012.

1. Diploma or above, major in marketing and business management is preferred.

2. Have more than 2 years working experience in market development or sales. Familiar with medical equipment, aviation equipment and semiconductor equipment industry is preferred.

3. Proficient in English, with good communication and negotiation skills.

4. Be familiar with the Singapore market and understand the local business culture and consumption habits.

5. Have strong market analysis and judgment ability, and be able to formulate effective market development strategies.

6. Have good team spirit and ability to work independently.

7. Be able to adapt to business trip and work pressure, and have strong self-drive and sense of achieving goals.

8. Skillful use of office software and sales tools.

Responsibilities of marketing salesman:

1. Be responsible for investigating Singapore market and global market, collecting and analyzing market information and competing products.

2. Develop Singapore and global customer resources, establish and maintain good customer relationships.

3. Formulate and implement the market development plan and achieve the sales target.

4. Promote the company's products or services, and enhance the brand's popularity and influence in the Singapore market.

5. Coordinate internal and external resources to ensure the smooth progress of the project and meet customer needs.

6. Feedback the market dynamics and customer demand in time, and provide a basis for the company's strategic adjustment.

If you are interested in this job, please contact Mr.Ning @ [email protected] ASAP.

Job Summary:

We are seeking an experienced Senior Project Engineer on behalf of our client, a leading organization in the engineering sector. The successful candidate will provide general direction to ensure the successful completion of projects, managing quality standards, budgets, and timelines. You will oversee the identification of critical project execution aspects, prevent potential issues, and monitor man-hour consumption across disciplines.

Key Responsibilities:

• Manage projects valued between $3-20 million and above.
• Facilitate coordination between various disciplines, procurement, and construction teams.
• Conduct contract reviews, risk analysis, and develop contingency plans.
• Organize and allocate resources for project task force and staff assignments.
• Establish project policies for quality, safety, cost control, and scheduling.
• Lead kick-off meetings with clients and internal teams.
• Prepare and monitor budget plans and cost analysis throughout the project.
• Oversee EPC cost estimation and ensure project timelines are met.
• Represent the company in client meetings and manage client relations.
• Manage project documentation, design changes, and ensure compliance with project specifications.

Requirements:

• Bachelor’s degree in Mechanical or Chemical Engineering preferred, with at least 8 years of experience in project management or a related field.
• Solid understanding of all engineering disciplines, including Process Technical Knowledge.
• Proficiency in Basic Design, P&ID, and the fundamentals of project management.
• Experience with front-end engineering, project planning, and scheduling tools.
• Proven track record in EPC Project Management within the Oil & Gas and Petrochemical industries.
• Strong leadership and management skills with the ability to motivate and lead teams.
• Exceptional interpersonal, communication, and presentation skills.
• Self-motivated with the ability to manage projects professionally and diligently in line with company standards.

Why Join Us?

This role offers the opportunity to be involved in high-value engineering projects and be part of a company that values innovation, growth, and collaboration. The ideal candidate will play a pivotal role in managing complex projects and ensuring their success from start to finish.

How to Apply:

Please submit your CV and cover letter via the CareersFuture portal or email your resume to [email protected]

Only shortlisted candidates will be contacted. We look forward to exploring your potential!

By submitting your personal data and/or resume, you consent to us collecting, using, retaining, and disclosing your personal information to prospective employers for their consideration.

Tan Chee Beng | EA Reg No: R24121894

Introduction to the Role:

We are seeking a Middleware Production Support Engineer to provide 24/7 operations support from APAC & America regions following the sun model. There are currently 3 Middleware teams providing support from USA, Singapore, and India to cover 24/7, 365 days.

Key Responsibilities:

• Providing L2/L3 Middleware support for operations for Global Payments & Market data applications towards quick restoral to meet the payments and trade settlement cut off times/SLAs.
• Always ensure smooth operational activity by providing on-call/after-hours/weekend support whenever needed towards quick restoral of any issues to make sure BAU.
• Apply Middleware quarterly patching for WebLogic, JBoss, WebSphere, Apache, JDK, and Tomcat products on UNIX servers to remediate GIS vulnerabilities.
• Create and renew SSL digital certificates to protect the application URLs.
• Perform weekend changes in the production environment.
• Support ARC and Contingency testing for applications
• Perform the automation of app code deployments.
• Performing the troubleshooting of Middleware product and application related issues for payment apps as part of Incident triage calls
• Build the Middleware environments for new projects. Involve into design and capacity planning with architecture and business teams.
• Perform analysis on day-to-day tasks and perform automation of application restarts, failovers, patching, and schedule jobs.
• Identify and implement the best practices across production environments to meet global operational excellence process.
• Escalate payment issues and other significate production outages to management.
• Liaison and collaborate with DevOps, App teams, Unix Admins, and DBA teams.

Requirements:

• 8-10 years’ experience supporting JBoss, JBoss DataGrid, WebLogic, WebSphere, Tomcat, IBM HTTP server, Apache.
• J2EE experience at large scale enterprise system level.
• Extensive scripting experience in Shell, Java, Python, and Ansible (CI/CD pipelines).
• Administration of Middleware using tool such as BladeLogic, PING Access (SSO), etc.
• Ability to troubleshoot Middleware products using various diagnostic tools towards fixing to meet payment’s cut-off/SLA timings.
• Hands on operating systems administration experience in RedHat Linux and Windows.
• Experience and understanding of peripheral systems (network, load balancing/workload management, application development, operating system), and with monitoring systems (Splunk, Dynatrace, etc.)
• Knowledge of industry security baselines.
• Create documentation for troubleshooting, performance, optimization, and remediation.
• Ability to clearly communicate technical concepts to both business and technical management.
• Good understanding of software development life cycle (SDLC)
• Good to have Global Banking and Global Markets domain experience.
• Other financial industry experience in Consumer Banking, Investment Banking, and Insurance companies is ideal as well.

We regret to inform that only shortlisted candidates will be notified.

Job Reference: Shawn543190

EA Registration No: R23117230, Shawn Wee Wern Joon

Allegis Group Singapore Pte Ltd, Company Reg No. 200909448N, EA License No. 10C4544

Job Description Summary:

This offensive security engineer will lead and execute security engagements that combine both red team and purple team methodologies. Your role will involve designing and executing sophisticated cyberattacks, simulating advanced persistent threats and collaborating closely with the defense (blue) teams to improve detection, response, and overall security posture. You will work to challenge, assess, and enhance the organization’s security operations, ensuring that defenses are robust and responsive to current and evolving threats.

Job Description:

Key Responsibilities:

Red Team:

• Execute adversarial simulations mimicking real-world threat actors (APTs, insider threats, etc.).
• Research and simulate evolving cyber threats, vulnerabilities, and tactics, techniques, and procedures (TTPs) of adversaries.
• Develop custom scripts, tools, and payloads to bypass security controls and detection.
• Identify security weaknesses and vulnerabilities across systems, networks, and applications.
• Evade detection while conducting stealthy operations to assess the maturity of monitoring capabilities.

Purple Team:

• Collaborate with the blue team to optimize detection and response mechanisms.
• Facilitate knowledge sharing and training during real-time testing engagements, emphasizing skill development across red, blue, and purple teams.
• Test the effectiveness of existing security controls, offer insights for enhancement, and assist in adjusting strategies.
• Provide real-time attack/defense simulations to measure the accuracy and effectiveness of the blue team’s response.

Reporting and Documentation:

• Prepare detailed, actionable reports that communicate findings, risks, and remediation recommendations to both technical and non-technical stakeholders.
• Work with leadership to develop strategic security roadmaps based on testing results.

Required Skills & Qualifications:

• Bachelor’s degree in Computer Science, Cybersecurity, Information Technology, or equivalent experience.
• 5+ years of experience in offensive security (Red Teaming, Penetration Testing, or related fields).
• Deep understanding of adversary tactics, techniques, and procedures (TTPs), such as those outlined by MITRE ATT&CK.
• Strong proficiency with offensive security tools (e.g., Cobalt Strike, Metasploit, Burp Suite, BloodHound, Mimikatz).
• Advanced experience in network and application penetration testing.
• Knowledge of both Windows and Linux operating systems, scripting (e.g., Python, PowerShell, Bash), and familiarity with cloud environments (AWS, Azure, GCP).
• Experience working collaboratively in a purple team environment with a focus on improving defensive capabilities.
• Strong analytical and problem-solving skills, with a proactive and collaborative mindset.
• Industry certifications such as OSCP, OSCE, CRTO, CRTP, CRTE, CEH, GPEN,GXPN or similar.

Preferred Qualifications:

• Experience conducting stealth red team engagements, including lateral movement, persistence, and data exfiltration.
• Proficiency in attack automation and tool development.
• Familiarity with blue team operations and defensive security technologies (SIEMs, EDR, IDS/IPS).
• Contributions to open-source security tools or published research on offensive security topics.

Job Description Summary:

We are seeking a skilled Cyber Analytics Engineer with a background in Machine Learning to join our Cybersecurity Operations team. This role is pivotal in developing advanced capabilities to support our Threat Detection Engineering, Cyber Defense Center, Cyber Threat Intelligence and Offensive Security teams. The ideal candidate will leverage data analytics and machine learning techniques to create innovative solutions that enable faster detection and automated response to emerging threats. If you are passionate about cybersecurity and have a strong background in data science, this is the opportunity for you to make a significant impact in protecting our organization.

Job Description:

As a member of our Cyber Data Science and Engineering team, this role will work with our Cybersecurity Operations team to identify opportunities to translate our data-at-scale to into actionable outcomes through data science and engineering approaches.

Supporting the following services, an ideal candidate will be able to:

Advanced Threat Detection:

• Design, develop, and implement machine learning models for detecting and responding to cyber threats across various data sources, including network traffic, user behavior, endpoint activity, and product web sessions.
• Continuously refine and enhance detection algorithms based on new threat intelligence and feedback from incident response teams.
• 
  

Threat Intelligence Integration:

• Analyze and apply threat intelligence data to improve detection capabilities, ensuring that models are trained on the latest threat actor behaviors and techniques.
• Collaborate with threat intelligence teams to integrate contextual data into services to all stakeholders, enhancing the accuracy and effectiveness of cyber operations.

Automated Response Solutions:

• Develop automated response systems that leverage machine learning outputs to initiate immediate actions against detected threats, reducing response times and mitigating risks.

Data Collection, Analysis and Visualization:

• Perform in-depth data analysis to uncover insights and trends related to cybersecurity incidents, leveraging statistical methods and visualization tools.
• Present findings and actionable recommendations to stakeholders, including technical teams and executive leadership.

Collaboration and Knowledge Sharing:

• Collaborate with cross-functional teams, including cybersecurity analysts, incident responders, and IT personnel, to ensure alignment on detection strategies and response protocols.
• Contribute to the development of best practices and documentation related to machine learning and data science applications in cybersecurity.

Skills we think will make you successful in this role include:

• Bachelor’s or Master’s degree in Computer Science, Data Science, Cybersecurity, or a related field.
• 3+ years of experience in data science and machine learning, preferably within a cybersecurity context.
• Proficiency in programming languages such as Python or R, and experience with machine learning frameworks (e.g., MLlib, TensorFlow, PyTorch, Scikit-learn).
• Familiarity with cybersecurity concepts, threat detection methodologies, and threat intelligence frameworks.
• Strong analytical skills with the ability to translate complex data into actionable insights.
• Excellent communication skills, capable of conveying technical concepts to non-technical audiences.
• Excellent written and verbal technical communication skills, capability of communicating detailed machine learning concepts to other Machine Learning Engineers
• Experience with data visualization tools (e.g., Tableau, Power BI, Looker).
• Experience designing new and working with existing deep learning models.
• Experience with NLP models like embedding models and transformer models.
• Experience working with time series data.
• Experience working with supervised, unsupervised, and semi-supervised machine learning settings.
• Experience developing and testing software services for production deployment.
• Experience working with data lake technology like Big Query and delta lake.

Job Description Summary:

We operate a global, two-sided network at scale that connects hundreds of millions of merchants and consumers. We help merchants and consumers connect, transact, and complete payments, whether they are online or in person. PayPal is more than a connection to third-party payment networks. We provide proprietary payment solutions accepted by merchants that enable the completion of payments on our platform on behalf of our customers.

We offer our customers the flexibility to use their accounts to purchase and receive payments for goods and services, as well as the ability to transfer and withdraw funds. We enable consumers to exchange funds more safely with merchants using a variety of funding sources, which may include a bank account, a PayPal or Venmo account balance, PayPal and Venmo branded credit products, a credit card, a debit card, certain cryptocurrencies, or other stored value products such as gift cards, and eligible credit card rewards. Our PayPal, Venmo, and Xoom products also make it safer and simpler for friends and family to transfer funds to each other. We offer merchants an end-to-end payments solution that provides authorization and settlement capabilities, as well as instant access to funds and payouts. We also help merchants connect with their customers, process exchanges and returns, and manage risk. We enable consumers to engage in cross-border shopping and merchants to extend their global reach while reducing the complexity and friction involved in enabling cross-border trade.

Our beliefs are the foundation for how we conduct business every day. We live each day guided by our core values of Inclusion, Innovation, Collaboration, and Wellness. Together, our values ensure that we work together as one global team with our customers at the center of everything we do – and they push us to ensure we take care of ourselves, each other, and our communities.

Job Description:

About our team & Job Description Summary::
Our team operates at the cutting edge of the merchants data & insights domain, focused on developing innovative merchant data marts and mid-tier microservices. We leverage modern technologies like Java, Scala, ETL processes, BigQuery (BQ), BigTable (BT), DataProc, Apache Spark, Airflow, Google Cloud, AI/ML, and Java-based microservices to create scalable, data-driven solutions. We are seeking talented engineers to join us in delivering robust data infrastructure and services.

Role and Responsibilities:

Role Overview:
We are looking for an experienced Senior software Engineer with at least 4 to 5 years of experience who excels in building and maintaining data marts, ETL pipelines, and microservices using Java or Scala, and Google Cloud technologies. In this role, you will play a critical part in driving data architecture, developing microservices, and ensuring seamless integration with merchant data platforms.

Key Responsibilities:

• Design, develop, and maintain ETL pipelines to process large-scale merchant data efficiently.
• Build and optimize merchant data marts using BigQuery and BigTable for data storage and retrieval.
• Leverage Apache Spark and Google Cloud Dataproc to handle complex data processing tasks.
• Implement microservices using Java/scala, ensuring scalability and high performance for mid-tier applications.
• Develop and orchestrate data workflows using Apache Airflow to streamline and automate processes.
• Collaborate with data scientists and AI/ML engineers to integrate machine learning models into data pipelines for deeper insights into merchant data.
• Maintain and optimize Google Cloud infrastructure to ensure high availability, security, and performance of data systems.
• Troubleshoot and enhance existing data systems and microservices to improve efficiency and reliability.
• Ensure best practices for data governance, security, and compliance are followed throughout the data lifecycle.

Required Skills and Qualifications:

• Masters/bachelor’s degree in computer science, Data Engineering, or a related field.
• Minimum of 4 to 5 years of experience in data engineering, microservices development, or a similar role.
• Proficiency in Java for both data engineering tasks and developing microservices.
• Strong hands-on experience with Scala, ETL processes, and building data marts.
• Expertise with Google Cloud technologies, including BigQuery (BQ), BigTable (BT), DataProc, and Apache Spark.
• Experience in building and managing workflows using Apache Airflow.
• Exposure to AI/ML frameworks and integrating them with data processing pipelines.
• Solid understanding of cloud infrastructure and microservices architecture.
• Strong problem-solving and analytical skills with a focus on creating scalable solutions.

Preferred Qualifications:

• Experience in the fintech or merchant data domain.
• Familiarity with data governance and compliance standards for large-scale data systems.
• Prior experience working with AI/ML models for data insights.

Our client is one of the leaders in the financial sector. They are looking for a skilled Ansible Automation Engineer to design and implement automation solutions that streamline operations and boost efficiency.

Responsibilities:

• Work with cross-functional teams to create automation solutions using Ansible and other related technologies
• Develop a central plan for scaling and managing Ansible automation across the organization.
• Handle OCP Application Onboarding, including namespace creation, quota and role assignment.
• Create and test digital forms using AngularJS to capture user requirements as per specifications.
• Write and maintain Ansible playbooks for application onboarding onto OCP, including unit testing.
• Set up and manage DevOps pipelines for building and releasing Ansible playbooks.
• Ensure security and compliance by managing credentials, secrets, and automation best practices.
• Develop automation scripts using Python and PowerShell to optimize workflows.
• Work with APIs for integration between systems and manage JSON data for configuration.
• Manage and support automation across Linux, Windows, Core OS, RHEL, and cloud platforms (OCP, AWS, Azure).
• Utilize GitLab, Bitbucket, Jenkins, and JIRA for version control and collaboration with development teams.
• Use Terraform and CloudFormation to provision and manage cloud infrastructure.
• Integrate automation workflows with ITSM tools to improve service delivery.

Qualifications:

• Bachelor’s degree in Computer Science, IT, or a related field.
• More than 3 years of experience in Ansible automation or a similar role.
• Strong knowledge of Ansible, YAML, and Red Hat Ansible Automation Platform.
• Proficiency in Python, PowerShell, and AngularJS scripting. Experience with Java or Groovy is a plus.
• Experience in Linux, Windows, Core OS, and RHEL, and familiarity with cloud platforms (OCP, AWS).
• Knowledge of GitLab, Bitbucket, Jenkins, and JIRA for version control.
• Ability to integrate APIs and handle JSON data effectively.
• Experience with containerization and orchestration using Docker and Kubernetes.
• Strong communication skills and problem-solving abilities.

Job Responsibilities

• Work as Overall Lead for material selection of Static, Rotating and Piping Items for the Entire Project
• Lead the material selection study, develop a suitable corrosion control strategy and implement a corrosion monitoring philosophy for the Project
• Conduct erosion/corrosion modeling, prediction, and Assessment studies using the latest software programs for sour and sweet services in the Oil and Gas industry
• Develop and update Engineering guidelines, specifications and best practices within metallurgy, welding, coatings and corrosion control for the project
• Study and develop Material Selection Philosophy (MSP), Material Selection Diagram (MSD) and Material Selection Report (MSR) during the concept, Pre-Feed, FEED and Detail engineering phases of the Project
• Review related detailed design specifications and drawings, submitted by Contractors and Consulting Engineers for compliance with Design Basis, Specifications, Codes, Standards and Industry Practices
• Review and endorse Consultant/Contractor's design and coordinate the material and corrosion design review, evaluate options and select best techno-economic solutions
• Provide technical support related to material and corrosion to the Project during Concept, Pre-FEED, FEED, detailed engineering, procurement, fabrication, testing, installation commissioning and start-up stages of the project
• Advise on corrosion monitoring product specifications, material selection, identifying monitoring locations, and selection criteria for the periodic inspection of facilities covering both Offshore assets in upstream, midstream, and downstream oil & gas, LNG, refinery and petrochemical facilities

Job Requirements

• Degree in Metallurgical Engineering, Materials science, or Mechanical Engineering
• A minimum of 15 years of relevant experience in Materials and corrosion Engineering in the Oil & Gas Industry with a premier Engineering Consultant or Oil & Gas Company
• Working knowledge of international design codes, standards, Company standards and procedure and design software packages such as Predict , ECE5, Hydrocor, and Norsok M506 etc
• Fully familiar with relevant industry standards (API, NACE, ISO, NORSOK, DNV, ASME, ASTM, etc.) as well as design and fabrication requirements for Oil and Gas projects
• Fully familiar with material selection, evaluating corrosion control strategies and implementing corrosion monitoring techniques covering both Offshore assets in upstream, midstream & downstream Oil & Gas, Refinery and Petro chemical facilities
• Fully familiar with corrosion problems associated with projects for tubing & X-Mas trees, pipelines, valves, piping, vessels & exchangers and in rotating equipment in Oil and Gas industry
• Experience in coordinating with expert Contractor/Vendor representatives during contractor selection, drawings review and start-up phases
• Strong technical, planning, communication, presentation and reporting skills

• Design, develop, and maintain GIS applications using ArcGIS product ecosystem, QGIS, GeoServer, and PostgreSQL/PostGIS.
• Manage and optimize geospatial data storage, workflows, and queries.
• Develop custom tools and applications using JavaScript or Java to enhance GIS capabilities.
• Collaborate with cross-functional teams to deliver GIS solutions aligned with project needs.
• Face to prudential customer as pre-sales.
• Lead a team of GIS professionals, providing technical guidance and ensuring project timelines are met.
• Integrate GIS solutions with other platforms and services where necessary.
• Troubleshoot GIS-related issues and maintain system documentation.

Position Summary:

The Network Engineer supports and maintains infrastructure operations; monitors infrastructure performance and resolution of technical problems. He/She leads high impact projects, prioritises and assigns tasks to ensure that team’s resources are used effectively and that infrastructure projects are implemented in accordance with plans and budgets. Able to identify and resolve highly complex or specialised issues that may require the establishment of new techniques and processes. Anticipates internal and/or external business challenges and/or regulatory issues; recommends improvements. He/She is required to be on standby with on-call availability with varied shifts including nights, weekends and holidays.

Ability to apply a critical and analytical approach to resolving technical problems and works well with the team and is able to guide them to ensure infrastructure projects are well implemented.

Roles & Responsibilities:

Assist with infrastructure planning and design

• Assist with the planning and design of infrastructure systems
• Assist with the documentation of infrastructure design and planning activities and decisions

Support infrastructure operations

• Perform infrastructure operations activities such as installations of infrastructure systems according to design specifications
• Align infrastructure operations with agreed service agreement standards

Maintain infrastructure

• Perform activities related to ongoing maintenance of infrastructure
• Assist with the implementation of agreed infrastructure changes and maintenance routines

Optimise infrastructure performance

• Perform ongoing tuning and optimisation of infrastructure hardware and software components such as updates and upgrades
• Participate in infrastructure development activities
• Assist with infrastructure testing and implementation
• Gather performance and data usage statistics for capacity planning and reporting
• Assist with piloting of new tools, technologies, and/or processes

Resolve incidents

• Perform problem/issue identification and resolution
• Assist with simulation of user problems to resolve operating difficulties
• Follow up with users to ensure problem has been resolved
• Recommend system modifications to reduce user problems

Requirements

• Bachelor in Computer Engineering or relevant

• At least 5-6 years' of experience in the Network Management and Support Services.
• Strong knowledge and experience in supporting Cisco Switch, Cisco Router, Fortigate Firewall, Palo Alto Firewall, ClearPass NAC, F5 VPN, IPS, WLC, Access Point and VSS/VLAN Architectures.
• Previous working experience in Network Support in the areas of wireless, wired, and VPN.

• Relevant Network certifications such as CCNE or CCNA is desired.

The lead Bioinformatics Field Engineer is responsible for supporting and maintaining the bioinformatics software and hardware stacks that are used in the clinical laboratory to process patient samples using Guardant Health’s digital sequencing technology. In addition, they provide bioinformatic technical support to clinical teams, helping them to troubleshoot and interpret bioinformatics pipeline results to enroll advanced cancer patients in clinical trials and help physicians identify the right treatment options for their patients.

Essential Duties and Responsibilities

• Support the CLIA/CAP accredited clinical laboratory by providing subject matter expertise in the software, hardware and result outputs of Guardant Health’s bioinformatic pipelines.
• Support and maintain the software applications that make up the bioinformatics software system.
• Work with technical teams to install new software, software upgrades and/or products for use in the clinical laboratory.
• Perform troubleshooting and/or root cause analysis of potential issues with Guardant Health’s cfDNA workflow(s) and maintain ownership through resolution.
• Perform troubleshooting of computational hardware, storage and Guardant Health’s high performance computing stack.
• Provide bioinformatic technical support to clinical operators, including reviewing and interpreting bioinformatic pipeline outputs and assisting clinicians with NGS result reporting.
• Develop training and troubleshooting material for support workflow(s) and bioinformatic pipeline result interpretation.
• Any other duties the Employee may be instructed to carry out by the board of directors from time to time that are reasonably within the scope of the Employee’s job position and work capabilities.

Qualifications and Requirements

• M.S. in Bioinformatics, Computational Biology, Computer Science or related field + 6 years of industry experience OR PhD in Bioinformatics, Computational Biology, Computer Science or related field experience + 3 years of industry experience.
• This position requires a candidate that is strong in root cause analysis, application support and complex clinical facing interactions.
• The candidate should have:

1. Hands-on experience running and troubleshooting bioinformatic pipelines used in cfDNA and/or NGS assays, including result review and interpretation.
2. Strong understanding of Python and Bash scripting, as well as comfortable working in a Linux shell environment, such as interacting with applications and tools through the terminal interface.
3. Working knowledge of Django, Django Restful Framework (DRF) and managing and deploying Docker (or other virtualization technologies).
4. Experience working with a relational database, preferably PostgreSQL.
5. Experience in clinical genomic applications, is detail-orientated and customer-focused.
6. Work environment: Employee may be required to lift routine office supplies and use office equipment, as well as potentially lift computing equipment. Majority of work is performed in a desk/office environment; however, there may be exposure to high noise levels, fumes, and biohazard material in the laboratory environment. Ability to sit for extended periods of time.

Manage the IT Support and staff to provide 1st level technical support;
Answering support queries via the telephone, emails using remote desktop tools or should the need arise attendance to users place of work.
Act as a further escalation point for unresolved or escalated cases.
Take on a wider customer service role and promote the customer service ethic to maintain a high degree of customer service for all support queries and adhere to all service management principles
Report to SD managers on any issue that could significantly impact the business
Take overall responsibility for incident management and request fulfilment (if any).
Ensure staff take ownership of user problems and be proactive when dealing with user issues.
Ensure all calls and emails are logged in the Service Desk logging system.

To have a minimum of 3-year end-user support experience, desktop or technical service desk.

To have the in-depth technical skills to support existing and new computing devices like desktops, notebooks, tablet devices and smartphones with knowledge of Windows Operating Systems, Active Directory Account Administration, and Microsoft Office applications.
Familiar with Service Desk day to day Operation.

Responsibilities & Job Descriptions

• Perform site planning, coordination & inspection relating to the construction project so as t0 ensure that project completion timeline, requirements and budget are met.
• Assist in the implementation of project operations to comply with ISO 9001; 14001; 45001 standard requirements, documented procedures as well as client, companies, authorities’ requirements.
• Update the progress of structural works in the Progress Reports.
• Gather inputs on design requests from Engineering Managers.
• Discuss design schemes, seek clarifications and provide information about engineering design aspects.
• Prepare drawings / sketches with CAD team and resolve queries.
• Approve final drawings, prepare design calculations and present to Engineering Manager.
• Assist in commissioning including coordination structural engineering
• Maintain the proper documentation of inspection forms and other follow-up inspections from RE
• Support Quantity Surveyors in conducting site measurement and inspections
• Liaise with sub-contractors, suppliers and clients.
• Work under the advice of the Safety Officer to adhere to compliance & safety requirements with regulatory and industry standards during the construction phase.
• To ensure works are in compliance with quality procedures and within standard workmanship requirements.

Qualification

• Possess Master's degree in Civil/Structural (C&S) Engineering

Requirements

• Able to work independently as well as in a team to meet tight project timeline.
• Knowledge of Civil and Structural Engineering and Design.
• Knowledge of temporary and permanent works design in mega project size.
• Competent in planning and organizing work schedules and a demonstrated ability to deliver on time.
• Strong and clear communication skills with proven ability to engage with Engineers and stakeholders
• Proficiency with project management software and tools (i.e. Primavera, MS Project, AutoCAD, etc).
• Able to work in project sites and travel for meeting in different venues as required.
• Able to work for Extended hours.
• Perform to work on Weekends and Public Holidays.
• Able to work inside Jurong Island.

• Carry out planned inspection, maintenance & servicing of production machinery & equipment.
• Perform in-house troubleshooting, repairs and overhauls of fruits packing / packaging & food processing machinery & equipment including changing of parts.
• Independently find the best possible solutions to fix machinery / equipment breakdowns to minimize production lost time. Senior colleagues will be available for support when needed.
• Perform Calibration, Installation, Commissioning of new packing / packaging machinery / equipment
• Conduct proper technical & operation of machinery / equipment training to operators.
• Maintain machinery and equipment common spare parts inventory at a safety level.
• Keep track of maintenance service agreement renewal with customers

A leading technology organisation is seeking a Senior AI Engineer to join their team.

Your Company

A leading Technology MNC is looking to hire a Senior AI Engineer to join the team.

Your new role

• Collaborate with data engineers to ensure data pipeline efficiency and accuracy.
• Continuously iterate and refine retrieval augmented generation (RAG) methods and processes based on experimentation, analysis, and feedback.
  This will include embedding, chunking, loading, and search algorithm setup.
• Experiment with different retrieval strategies, including information retrieval, nearest-neighbor searches, or knowledge graph-based retrievals, to augment generative AI models.
• Algorithm Optimization - Optimize and fine-tune AI models for performance, scalability, and accuracy.
• Work closely with cross-functional teams, including product managers, data scientists, and software engineers, to understand requirements and deliver AI-driven solutions.Migrated cloud usage from AWS to GCP.
• Created a modular monolith fastapi server and all its development automation.
• Setup, configure & maintain all AWS & GCP cloud infrastructure.
• Designed and developed highly scalable templates for Pulumi's IAC

What you'll need to succeed

• 3-5 years of experience in AI Engineering.
• Strong programming skills in Python.
• Experienced in building scalable AI Solutions within a modern technology stack which includes cloud services, data pipelines, database, and other necessary tooling.
• Experienced with CI/CD and test-driven development
• Experience in building Restful APIs for AI models.
• Experience in designing scalable AI Solutions
• Solid understanding of machine learning concepts (i.e. neural networks, optimization algorithms, evaluation metrics).
• Familiar with Retrieval Augmented Generation (RAG) techniques
• Familiarity with prompt engineering techniques, such as instruction design, template-based approaches, rule-based conditioning, or fine-tuning strategies.
• Excellent communication and collaboration skills.
• Must be analytical, detail-oriented, and able to manage multiple projects simultaneously.
  • Additional programing languages such as Node.js / TypeScript, C#, or Java
  • Demonstrated experience in developing and refining prompts for generative AI models, preferably in creative or text generation domains.
  • Experience with AWS Cloud.

What you'll get in return

In return, you'll be part of an organisation that values its employees. You will have a structured career growth and plenty of global developmental opportunities.

What you need to do now

If you're interested in this role, click 'apply now' to forward an up-to-date copy of your CV, or email [email protected] for a confidential discussion on your career. Referrals are welcome.

If this job isn't quite right for you, but you are looking for a new position within Cloud & DevOps, AI & Machine Learning, please contact us as well.

EA Reg Number: R1988154

EA License Number: 07C3924 | Company Registration No: 200609504D

About the Role:
We are seeking a dedicated and detail-oriented Project Engineer with a strong background in Mechanical Engineering to join our dynamic team. The successful candidate will be involved in the design, coordination, and implementation of projects within process piping plants, ensuring timely completion and adherence to industry standards.

Key Responsibilities:

• Lead the design, development, and execution of mechanical engineering projects related to process piping systems.
• Coordinate with internal teams, external contractors, and suppliers to ensure smooth project operations.
• Oversee project schedules, budgets, and resources to ensure timely delivery within set parameters.
• Conduct site visits to monitor progress, assess safety protocols, and ensure compliance with engineering standards.
• Prepare detailed technical reports, proposals, and documentation related to project specifications.
• Troubleshoot engineering challenges and propose effective solutions to enhance project efficiency.
• Ensure adherence to relevant safety, quality, and regulatory standards throughout the project lifecycle.

Requirements:

• Bachelor’s degree in Mechanical Engineering or a related field.
• Proven working experience in process piping plants or similar industrial projects.
• Strong knowledge of mechanical systems, piping designs, and engineering principles.
• Proficient in AutoCAD, SolidWorks, or other relevant design software.
• Excellent project management and problem-solving skills.
• Strong communication skills, both written and verbal, with the ability to collaborate with cross-functional teams.
• Ability to work independently and handle multiple projects in a fast-paced environment.

Preferred Qualifications:

• Familiarity with Singapore's industry regulations and safety standards.
• Professional Engineer (PE) certification is an advantage.

About the Company

Shanda is a global private investment group founded in 1999 by Chinese online entertainment pioneer Tianqiao Chen and his family. Shanda primarily invests in two cutting-edge areas: disruptive technologies in their early stages and undervalued public companies with significant transformational potential. As entrepreneurial investors, we take pride in combining visionary foresight with commercial acumen while upholding a strong sense of social responsibility. Our corporate culture is built on a passion for learning and innovation, with a relentless pursuit of excellence.

Why Join Us

We are committed to fostering an innovative and exploratory environment.

Job Description

We are seeking a highly skilled and experienced AI Scientist to join our team to help integrate our project with GPT or other large language models. The successful candidate will be responsible for developing and implementing AI algorithms and models to enhance various features of our projects.

Your Roles

• Work closely with product teams to understand their requirements and design AI-based solutions to enhance our projects.
• Research and develop advanced AI algorithms and models for natural language processing, machine learning, and deep learning.
• Implement and optimize AI algorithms and models based on project platform.
• Collaborate with cross-functional teams to ensure seamless integration of AI-based features.
• Stay up-to-date with the latest trends and technologies in AI, natural language processing, and machine learning.

Job Requirements

• M.S or Ph.D in Computer Science, Artificial Intelligence, or related field
• Bilingual, fluent in Chinese and English is a plus (as candidates need to liaise with Chinese/Mandarin speaking counterparts in China for job purposes)
• Proven experience in developing and implementing AI algorithms and models for natural language processing, machine learning, deep learning and related fields are preferred.
• Familiar with deep learning frameworks (such as TensorFlow, PyTorch, etc.) and commonly used model evaluation and tuning, performance acceleration techniques, familiar with commonly used AI generation model frameworks, including GAN, VAE, VQGAN/Diffusion, etc.
• Strong programming skills in Python, Java, or other relevant programming languages
• Experience with GPT or other large language models.
• Strong problem-solving skills and ability to work in a fast-paced environment.
• Excellent communication and interpersonal skills.

If you are enthusiastic about leading cutting-edge research and driving AI applications in the industry, we look forward to having you join us.