Skillsets (Must have)

• Experience as a software engineer, with a minimum of 2+ years of proven DevOps and ideally DevSecOps experience.
• Strong knowledge and experience of programming languages such as Java, Python, C# or Javascript/Typescript.
• Good experience in developing software, writing unit/integration test cases and test driven development (TDD).
• Strong knowledge in Linux operating systems and commands.
• Strong knowledge and experience with Git.
• Strong understanding of Docker, Kubernetes (preferably Openshift 4).
• Good communication and written skills.

Skillsets (Good to have)

• Strong understanding of software development best practices including SDLC, Software Configuration and Change Management, Agile, Scrum, Kanban.
• Knowledge and experience with Jenkins, Gitlab, SonarQube, JFrog Artifactory, Cloudbees CD/RO (or equivalent CD tool), and JIRA.
• Knowledge and experience with Helm 3, Terraform and commonly used AWS services as well as AWS automation/IaC stack (e.g. AWS CLI, CloudFormation, Boto3, CDK).

Duties & Responsibilities:

• To install, troubleshoot, repair service and maintenance for Chamber, Oven, Chiller & Semiconductor Testing Equipment.
• Provide technical support in the field.
• Prepare onsite for service schedules within budgets.
• Create and execute work plans and revise as appropriate to meet changing needs and requirements.
• Manage day-to-day operational aspects of the after sales service.
• Prepare progress reports, risk assessments and customer updates.
• Continually seek opportunities to increase customer satisfaction and deepen customer relationships.
• Manage sub-contractor and ensure work compliance with specifications.

Job Specifications:

• Diploma holder in Electronics/Electrical/Mechatronics Engineering or equivalent.
• Minimum experience of 1-2 years in the Refrigeration Industry.
• Knowledge and experience in brazing will be an added advantage.
• Willing to travel.
• Self-motivated and able to work independently, with minimum supervision.

We are seeking a skilled Civil Engineer to support the site project. The candidate will also supervise concreting operations and manage estimation of Bill of Quantities, project progress claims and earthwork supervision. Proficiency in AutoCad to review and make necessary adjustment to project

drawings.

Job Description & Requirements

• Conduct Geotechnical Analysis, Soil Classification, Data analysis and interpretation of instrumentation works Submit progress/ technical reports and assessment on geotechnical issues on site.
• Responsible for all on-site geotechnical and engineering issues pertaining to site matters.
• Coordinate with sub-contractors and attend to clients for queries. To conduct the geotechnical investigation and/or instrumentation projects to meet the schedule and specified requirement
• To prepare and submit factual and/or engineering reports on the respective projects
• Initiate and co-ordinate projects according to schedule.
• Assist engineering analysis and attend the site meeting.
• Any other duties as assigned by the project managers.

Responsibilities

• Attend to all customer calls.
• Performing thorough equipment inspections, calibration, adjustment & test/repair of equipment
• Scheduling appointments for test equipment due for calibration
• Ensuring laboratory equipment is calibrated as per specifications and standards
• Addressing and troubleshooting any test equipment failures and repairing of test equipment
• Maintaining and updating a record of all documentations of the calibration process
• Administering and monitoring effectiveness of calibration procedures
• Ensuring completion of tasks as per assigned deadlines.

Requirements

• Minimum Education Level: NITEC/ Diploma in Electrical/Electronic Engineering or its equivalent
• Minimum 3 years proven work experience as a calibration technician or similar role
• Knowledge in ISO 7025 standard will be an advantage
• Strong analytical and troubleshooting skills
• Hardworking, meticulous, team player and able to work independently
• Proficency in Microsoft Office is essential

Seeking Site Engineer with prior knowledge and experience tomaintenance and troubleshooting and repair equipments such asTLD ACU, GPU, Tow Tractor, ASU, boom lift and scissors lift, hydrauliccylinder and general electrical troubleshooting. Will be deploy atvarious site in singapore for general repair, servicing andmaintenance of basic ground support equipment.

Responsibilities:

• Install, configure, and maintain server operating systems (Windows/Linux/VMWare)
• Deploy, configure, manage, and troubleshoot the following software/hardware - Active Directory, Exchange Server & Exchange Online, VMware ESXi, SAN Storage & Backup
• Perform routine system administration duties
• Monitor servers and troubleshoot issues
• Provide additional support when necessary (eg. backup and storage functions)
• Perform proper documents for all processes
• Recommend solutions and ensure all IT issues have been corrected, and maintain records of work performed
• Provide technical support across the company, including Singapore, regional offices, and retail stores
• Provide technical support to server and network infrastructure and perform regular upgrades to ensure systems remain updated
• Troubleshoot system failures or bugs, and provide solutions to restore functionality
• Assist with any ad-hoc tasks as assigned

Requirements:

• Minimum Diploma in Computer Science, Information Technology, or a similar field
• At least 2-3 years of working experience in the related field
• Experience in configuring, monitoring, and troubleshooting systems
• Able to communicate effectively in both oral and written aspects
• Able to work independently and in a team
• Possesses analytical skills and works well in a fast-paced environment

Responsible to manage system development, implementation and support of EAI applications, including:

• Develops applications that effectively accomplish client objectives and user needs.

• Designs and writes code for applications and maintain applications databases.

• Analyzes and edits existing software applications to improve and optimize functionality, fix problems, and enable their use on new hardware platforms.

• Remodels and adapts applications as needed to optimize performance.

• Identifies specific client needs and preferences related to the application.

• Tests applications extensively to ensure they are error and bug-free.

• Installs applications and acts as technical advisor.

• Communicates with relevant internal technical stakeholders to obtain information on project limitations, performance requirements and interfaces.

• Consults with clients in the design phase to determine client needs.

• Produces software documentation following company/client software process and templates.

• Participates in software product review meetings and team meetings.

• Performs any other related task as required.

Key Requirement

• Bachelor's degree or equivalent in computer science or software engineering or related field.

• Seasoned Software Applications Engineering, Software Development experience, or related work experience.

• Seasoned experience with Programming Languages such as (but not limited to) ANSI C, C++, and Unix Korn Shell programming

• Seasoned experienced with Linux or Unix and Windows operating systems.

• Seasoned experience working with Oracle Tuxedo, IBM MQ Series.

• Experience in banking or financial industry

• Certification in various programming languages, for example (but not limited to) Java, Perl, Python, C++ preferred.

• Reports to APM
• To assist in site supervision structural and architectural works
• Coordinate with consultant RTO / RE.
• Coordinating for the project planning, documentation and execution of works on site
• Coordination, supervision & monitoring the progress of the project works on site, manpower mobilization, materials planning & ordering
• Coordinate with the contractor, suppliers on all project implementation issues and attend site meetings when required
• Coordinate for all submissions
• Produce weekly site progress reports
• Attend subcon meetings, conduct site inspection on work progress to ensure quality control in accordance to meet authority requirements
• At least 2 years of working experience in Building & Construction in HDB (BTO) project
• Building and Architectural experiences
• Conquas Knowledge
• Good organizational and planning skills
• Effective communication and coordination skills and team work
• Able to work independently and in a team
• Independent with good communication skill

• Co-ordinate, program and monitor site work, material and workforce
• Attend site meeting and resolve technical issue with main contractor or consultant
• Implementation of Cost, Quality, Productivity, Safety and Health control on site
• Ensure procedures, standards and guidelines are followed and maintained
• Able to produce working and As-built drawing including O&M manual

We are a design and build contractor in the construction industry

We also provide project management services in the construction industry.

Roles and Responsibility:

1. To assist project manager in managing construction projects in industrial /residential sectors

2. To assist project manager in managing client ,consultants , subcontractors and peers in project delivery context

3. To be responsible for progress reporting

Skill & Certification

5. Attained Degree or diploma is construction disciplines

6. Attained Safety Course for project manager certificate

7. Proficient in project Microsoft project

8. Proficient in autocad software

9. Min 1 to 3 years experience in construction industry.

About the Role

We are seeking a full-stack engineer to join our fast-growing fintech startup. You will work closely with the leadership team to define the product and technology direction, with ample opportunities for growth and flexibility.

You Will...

• Own ideas from inception to execution.
• Work directly with the founders to define the product and engineering roadmap.
• Design and implement backend functionality, architecture, and more. You will work independently, be self-directed, and deliver innovative solutions.
• Pave the way for the company to scale to millions of transactions and power unique digital commerce flows.

Skills We Would Love to See

• Design, develop, and maintain web backend applications using TypeScript, Kotlin, AWS Lambda, microservices frameworks, and PostgreSQL.
• Implement automated continuous integration and deployment (CI/CD) pipelines using tools such as GitHub CI, CircleCI, and AWS CDK for infrastructure as code (IaC).
• Design and implement automated testing using frameworks such as Jest and Playwright.
• Develop and maintain APIs using frameworks like Express and Fastify with OpenAPI specifications for external systems, such as online e-commerce platforms or alternate payment methods.
• Develop and maintain integrations with external systems, including payment network providers, financial institutions, payment gateways, and POS terminals.
• Write clean, maintainable, and efficient code that adheres to best practices and coding standards.
• Participate in code reviews and contribute to improving coding standards and processes.
• Collaborate with cross-functional teams to identify and solve complex technical problems.
• Stay up-to-date with emerging technologies and industry trends, proposing new technologies and tools to improve our products and services.

Nice to Have

• Experience with cloud computing platforms such as Amazon Web Services (AWS) or Microsoft Azure.
• Experience with containerization technologies such as Docker and Kubernetes.
• Experience with microservices and serverless architecture using tools like Docker, Kubernetes, AWS Lambda, and AWS API Gateway.

Minimum Requirements

• Bachelor’s or Master’s degree in Computer Science or a related field.
• 0-5 years of experience in developing software applications.
• A good understanding of software design principles and architectural patterns.
• Effective written and oral communication skills, along with excellent interpersonal skills.

Why Should You Join Us?
Open Fabric is a fintech platform that simplifies digital payments and removes friction in the payment process. We operate primarily in Southeast Asia, working with credit and payment providers to help them expand merchant acceptance. Our goal is to create a seamless and efficient commerce network that offers consumers maximum choice and convenience.

Our team comprises industry veterans with years of experience in the fintech space. We are also backed by leading venture capitalists, enabling us to pursue ambitious goals and push the boundaries of what’s possible in online payments.

We are currently looking for talented individuals to join our team and help us achieve our mission. We offer a dynamic and fast-paced work environment where you'll have the opportunity to work with driven and passionate individuals. If you're excited about the problem we're solving and eager to make an impact, we'd love to hear from you.

How to Apply
Come join us! Email your resume to [email protected].

Job Responsibilities:

• Manage Workers and site progress.
• Prepare Waterproofing Safety Risk Assessment (RA), Method of Statement (MOS), and Safe Work Procedure (SWP).
• Draw waterproofing sub-drawing using AutoCAD and MicroStation software.
• Ensure that the waterproofing procedures comply with specifications, quality standards, and requirements.
• Liaise with Authorities and Main-contractors.
• Take site measurements and prepare monthly progress claims and monthly progress reports.
• Ensuring Supervisors & Foremen meet client & regulatory work requirements.
• Ensure that works are carried out according to specifications, drawings, and programmes without compromising on quality and safety.
• Maintain project schedule by monitoring project progress, coordinating activities, and resolving problems.
• Maintain safe & clean working environment by enforcing rules & regulations.
• Lead a team of supervisors to ensure full-time supervision of works on site.

Job Requirements:

• Bachelor's Degree in Civil Engineering or equivalent
• BCSS Certificate
• Proficient in AutoCAD and MicroStation
• Knowledge of Waterproofing works & Technical
• Knowledge of working at Height
• Minimum 1-year experience in waterproofing works
• Applicants with LTA project experience will be an added advantage
• Good oral and written communication skills

• PLC & HMI system design and develop applications that effectively accomplish objectives and needs
• Analyse and edit existing PLC applications to improve functionality
• Test & simulate PLC applications extensively to ensure they are error and bug free
• Liaise with customer/end-users to identify technical requirements and develop solutions
• Create and present application prototypes that align with requirements
• Problem solving and troubleshooting skill
• Identify and evaluate technology solution to fulfil system requirements
• Determine project constraints including estimated time and costs
• Perform maintenance, troubleshooting and calibration on machines & equipment.
• Other duties/activities as assigned by management

Job Responsibilities

• Plan work schedule, resources (manpower, material, equipment) and execute project
• Regular communication with project stakeholders to coordinate site works
• Execute project in accordance with workplan and construction drawings with no compromise on quality and safety
• Other ad-hoc duties assigned

Job Requirements

• Degree in Civil & Structural Engineering from a University recognised by the Professional Engineers Board Singapore (PEB)
• 3 years relevant working experience
• Willing to learn and have initiative
• Competent in Microsoft Office (Word, Excel, PowerPoint)
• Interested fresh graduates may also apply; guidance will be provided

Job Responsibilities

• Plan work schedule, resources (manpower, material, equipment) and execute project
• Regular communication with project stakeholders to coordinate site works
• Execute project in accordance with workplan and construction drawings with no compromise on quality and safety
• Other ad-hoc duties assigned

Job Requirements

• Degree in Civil & Structural Engineering from a University recognised by the Professional Engineers Board Singapore (PEB)
• 3 years relevant working experience
• Willing to learn and have initiative
• Competent in Microsoft Office (Word, Excel, PowerPoint)
• Interested fresh graduates may also apply; guidance will be provided

Responsibilities:

• System and network setup, deploy and maintenance support for projects
• Provide technical proposals and deliver with quality standards and deadlines
• Provide technical guidance and expertise to the team, assisting with problem-solving and decision-making
• Participate and support cybersecurity risk assessment, hardening and VAPT
• Setup and conduct UAT test for system, storage, switches, router and firewall
• Perform system and network hardening, VAPT test and provide solutions to VAPT

Prerequisites:

• Degree in Information Technology, Computer Science or relevant disciplines
• Familiar and hands-on experience in design, setup, harden and deploy Windows/Linux OS, Storage and MSSQL server
• Familiar and hands-on experience in design, setup, harden and deploy Huawei/Cisco switches, router, FortiGate Firewall, NMS and MFA software
• Prepare system setup, deployment, manual and hardening documentations based on the project requirements
• Proficient in Cybersecurity principles, hardening methodologies, scripting and tools
• Possess CCNA, CISSP, Security+ , CISA certified will be a plus
• Willing to standby and attend projects' system issues during off office hours

Degree in Civil Engineering / Geotechnical Engineering with 3 - 5 years experience in Geotechnical and Structural Instrumentation works especially working experience in Singapore MRT Projects.

Degree in Civil Engineering / Geotechnical Engineering with 5 to 8 years experience in Geotechnical and Structural Instrumentation works especially working experience in Singapore MRT Projects.

Job Description:

1. Oversees projects management and implementation;
2. Codify implementation design into documented for end user's record;
3. Conduct training and presentation for team members and end-users;
4. Provide technical testing or support to pre-sales engineer/customer on the network setup;
5. Assist on technical communications with customer/partner, to ensure closure of sales order;
6. Ensuring that the solution can deliver on the customer’s requirements;
7. Work closely with Level 2 support, if case issue is escalated to Level 3;
8. Maintain rapport with customers and competence in managing vendors; and
9. Any other ad-hoc duties assigned.

Job Requirement:

• Degree/Diploma in IT Networking or equivalent
• At least 2 years of work experience in a SI or distributor environment with network security skillset
• Good IT knowledge in OSI 7 Layer, TCP/IP, LAN/WAN technologies and network security
• Ability to work under pressure with minimal supervision
• Excellent in communication and analytical skill
• Experience in network security projects implementation
• Positive working attitude and a good team player
• Willing to work extended office hours and after office hours when needed
• Exposure to security solution such as Firewall, local balancer or endpoint protection will be an added advantage

About Us!

The Housing and Development Board (HDB) has been at the forefront of the Public Service Transformation effort, iteratively building towards the successful delivery of HDB’s services to our customers digitally. The Information Services Group in HDB champions this effort, developing customised IT solutions that affords HDB the flexibility and efficiency in serving its missions.

What Will You Do?

You will be in a pioneer team in HDB’s Information Services Group that seeks to embrace DevSecOps culture and practices for application development. With the goal of creating cross-functional teams that would be responsible for the end-to-end delivery of IT services, we aim to adopt a you-code-it, you-run-it approach to software product development and maintenance. The success of our endeavour will form the blueprint upon which all subsequent in-house DevSecOps teams can be modelled after.

As a software engineer on this team, you will work with fellow developers, your Technical Lead, Product Owner and Delivery Manager in iteratively delivering IT solutions for both internal and external stakeholders of HDB. You will have the opportunity to be exposed to different aspects of software delivery, including solution design, CI/CD pipeline configurations, frontend and backend development, and test automation.

You will be a Great Fit if you Have:

1. Have 3+ years frontend and/or backend software engineering experience in building scalable products, with a demonstrated ability in designing and building well-structured enterprise applications on commercial cloud:
a. Skilled in modern web application technology stack, such as React.js, Spring, FastAPI, Django, PostgreSQL.
b. Experienced in development and deployment on commercial cloud such as Amazon Web Services (AWS), Google Cloud Platform (GCP) and Microsoft Azure
c. Experienced in Loosely Coupled Architecture and Application Integration Patterns, such as Microservices and Scatter-Gather, with the ability to design and architect scalable and resilient systems
d. Experienced in containerisation technologies, such as Docker, AWS ECS and Kubernetes
e. Has exposure to infrastructure provision tools, such as Terraform and Ansible
f. Embraces the concept of DevSecOps and CI/CD, with experience in relevant CI technologies such as Git, Jenkins, and Bamboo.
g. Understand the concept of Secure-By-Design Lifecycle for Agile and the utilisation of technologies for SAST and DAST
h. Practised Test-Driven Development with the utilisation of automated testing
i. Exposure in performance optimisation and tuning of applications and databases
2. Is adaptable and thrives in dealing with uncertainties
3. Can articulate software problems and proposed solutions clearly
4. Thrives in working as a team, and embraces a team-first mentality

Good to Have:

- Adaptability and thrives in dealing with uncertainties

- Can articulate software problems and proposed solutions clearly

- Thrives in working as a team, and embraces a team-first mentality

- Takes initiative, pride and ownership in work

- Growth mindset

Successful candidates will be offered a 1+1 year contract in the first instance. Conversion to perm is dependent on good performance.

Find out more about a career with HDB at www.hdb.gov.sg/cs/infoweb/about-us/careers

Entry level applicants are welcomed to apply.

Please apply for the job through the Careers@Gov job portal as linked:

https://www.careers.hrp.gov.sg/sap/bc/ui5_ui5/sap/ZGERCFA004/index.html#/JobDescription/15442784/67c5b17f-30f4-1eef-b29d-77cf126ce20d

Summary:

• Quality control engineer (manufacturing company)
• Basic salary up to $4500
• Performance bonus
• 5 days work week @ 8.30 am - 6.00pm
• Location: Serangoon

Key Responsibilities:

• Implement procedures to ensure consistent product quality during the manufacaturing process
• Work with process engineer & engineering team on QC requirements
• Regularly inspecting the materials, components and finished products
• Proper record of the inspection and test results
• Work with QA, process and product team on corrective action with quality issues
• Assist with in-process audit and FQC audit
• Other relevant ad hoc duties

Key Requirements:

• Min Diploma in manufacturing / quality engineering
• Min 1 year of relevant experience in electronics products / manufacturing environment
• Knowledge of ISO 9001, 14001, 13485, 45001, FDA requirement

Interested applicants, please submit your updated resume in MS Words / PDF format by using the APPLY NOW BUTTON.

By submitting your personal data and/or resume, you give consent to the collection, use, and disclosure of your personal data and/or resume by the company (or its agent) for the purpose of the processing and administration by the company relating to this job application.

Please be informed that only shortlisted candidates will be notified.

Your recruiter for this job: Stella

WhatsApp me @ 8772 4117 for a prompt response to your enquiry!

Stella Aw Yong See Hui | R24121552

Recruit Now Singapore Pte Ltd | EA No: 21C0845

Key Responsibilities:

• Design and implement network architectures for LAN/WAN/Wireless
• Configure and deploy routing protocols (OSPF, EIGRP, BGP).
• Implement switching protocols (STP, MSTP, VLANs).
• Design and implement network security measures (firewalls, ACLs, VPNs).
• Support, Configure, Maintain and Upgrade corporate customer’s network devices
• Ensure network security and connectivity
• Monitor network performance (availability, utilization, throughput and latency)
• Incident/Problem/Change/Service Request/Configuration Management.
• Create and maintain technical documentation (network diagrams, configurations).
• Assist in network design and implementation.

Experience:

• 8 - 10 years of experience in supporting, configuration, maintenance, and upgrading corporate customer’s network devices.
• CCNP certified (Routing and Switching).
• Good understanding and hands-on experience of networking protocols like routing and switching and Wireless (Physical experience in data centres for all Network devices/equipment).
• Experience in Firewall configuration and network security policy implementation. Hands-on experience on FortiGate/Cisco/Palo Alto/Aruba/ Huawei is desirable.
• Experience in debugging and fixing technical problems in network by coordinating with vendors, data centre and onsite support teams whenever required.
• Have experience in creating network documents and flow diagrams.
• Hands-on remote access and site to site VPN.
• Experience in monitoring tools like solar wind, NMS, Wireshark, MRTG Cacti etc.
• Knowledge of Windows, Linux and Load Balancer will be added advantage.

Responsibilities:

· Project management involving Sanitary, Plumbing & Gas Services

· Documentation of method statement and work procedures

· Review and monitor site construction activities programme to ensure work completion as scheduled

· Evaluation, Cost estimation & analysis for Sanitary, Plumbing & Gas Services

· Preparation of design construction drawings

· Liaison with all parties involved in the project including Local Authorities, Consultants, Architects, Main contractor, Sub-contractors & Suppliers

· Attend site meetings and inspections.

Requirements

· Degree / Diploma in Mechanical or related discipline

· Knowledge of tender costing with experience in evaluation and cost estimation for Sanitary, Plumbing & Gas Services will be an added advantage

· 3 years working experiences in similar position with relevant design and installation knowledge preferred but fresh graduate may apply

· Excellent interpersonal communication skill, innovative and result oriented

· Ability to work independently in a challenging and demanding environment

Job Description:
We are looking for a highly skilled Physical Chip Design Engineer to lead the development of low-power and high-performance chip design processes. This is a critical role that requires deep expertise in advanced semiconductor technologies and the ability to drive full-chip physical design workflows from start to finish.

Key Responsibilities:

• Low-Power Physical Design Workflows: Lead and optimize processes to enhance energy efficiency while maintaining chip performance.
• Full-Chip Floor Planning & Place-and-Route: Oversee floor planning to ensure optimal performance, power, and area. Manage place-and-route processes for efficient, functional designs.
• Power Network Design & Analysis: Design and optimize power distribution networks, perform grid analysis to ensure power integrity and low-power design.
• Timing Closure, Power Integrity, & Signal Integrity: Resolve timing challenges, ensure power and signal integrity signoff, and perform necessary optimizations.
• Physical Verification (DRC & LVS): Conduct thorough physical verification, including Design Rule Checks (DRC) and Layout Versus Schematic (LVS) to ensure compliance with design specifications.

Qualifications:

• Education: Bachelor’s degree or higher in Electronics, Electrical Engineering, Computer Science, or related field. Advanced degrees (Master’s/Ph.D.) are a plus.
• Experience: 4-5 years of hands-on experience in physical design, with expertise in low-power, high-performance chip design. Experience with 12nm and below semiconductor technologies and tape-out processes is essential.
• Technical Skills:
  • Expertise in full-chip floor planning, place-and-route methodologies, and physical verification (including DRC and LVS).
  • In-depth knowledge of power network design, IR drop analysis, and timing closure.
  • Proficiency in Synopsys IC Compiler, Cadence Innovus, or similar tools.
  • Proficiency with Static Timing Analysis (STA) tools.
• Programming Skills: Strong scripting skills in Perl, TCL, Python, and C++.

Job Summary:

We are looking for an Architecture Design Engineer to focus on the development and optimization of AI Chip hardware systems. This highly technical role involves designing simulators, optimizing AI chips at various levels, and developing front-end code to ensure AI chip functionality and performance.

Key Responsibilities:

• Simulator Design:
  Utilize tools like GEM5 to design and develop simulators for AI chips, ensuring accuracy and efficiency in simulating chip behavior across various workloads.
• Performance Optimization:
  Optimize AI chips at:
  • Algorithm Level: Enhance computational algorithms for efficiency.
  • Architecture Level: Design and refine the overall chip structure.
  • Circuit Level: Improve low-level electrical performance.
• Front-End Code Development:
  Write, test, and optimize front-end code for AI chip functionality, ensuring compatibility with the chip’s architecture.

Qualifications:

• Educational Background:
  Minimum Bachelor's degree in Computer Science, Electronics, or a related field. Advanced degrees are a plus.
• Technical Knowledge:
  • Strong understanding of computer architecture and AI hardware accelerators (e.g., GPUs).
  • Familiarity with memory access patterns in AI models and effective memory handling.