Job Responsibilities

• Oversee the construction of pipelines and ensure they are built to specifications.
• Monitor pipeline projects from start to finish, including preplanning, design, construction, testing and commissioning.
• liaise with clients, contractors and other stakeholders to ensure the successful delivery of pipeline projects.
• Manage a team of pipeline engineers and technicians, ensuring that work is carried out safely and to schedule.
• Prepare reports and documentation relating to pipeline projects

Objectives

• Design and oversee the construction of pipelines for the transport of gas, oil, water, and other fluids
• Ensure that pipelines are constructed according to safety standards and regulations
• Develop plans and layouts for pipeline systems
• Calculate the costs associated with pipeline projects
• Supervise the installation of pipelines
• Inspect completed pipelines to ensure they meet specifications

Job Description

- Install, test, implement and configure systems (include Operating Systems and Application Software) in accordance with specifications and service level requirements, ensuring compliance with industry best practices.

- Perform basic administration and check to ensure system is running as expected in terms of performance and security

- Manage systems changes using an established change request process, including assessing the impact, obtaining necessary approvals, and communicating status updates to multiple stakeholders.

- Conduct root cause analysis for system issues and proactively implement measures to prevent recurrence. Continuously monitor the effectiveness of implemented measures and make adjustments as necessary.

- Provide expert technical advice and guidance on systems to customers, project teams, and Level 1 Engineers, assisting them in making informed decisions and resolving complex technical issues, including troubleshooting/integration with/at Front-End Devices.

- Experience in Backend system hardening, security acceptance and vulnerability testing will be preferred.

- Engage with external partners and users

- Gather business and/or application requirements so as to plan, design, install, test and implement systems that meet commitments with our customers

- Monitor and measure the performance and availability of systems proactively; implement corrective actions identified to improve performance and service level availability

- Respond promptly to incident, perform root cause analysis and provide temporary or permanent resolution of incidents. Provide timely incident status updates to relevant parties

- Implement service continuity measures, i.e., backup/restore procedures and disaster recovery plan, to ensure continuous operations

- Create and maintain comprehensive documentation for all implementation

- Willing to do 24 X 7 standby duties

Qualifications

- Preferably Diploma/Degree with IT or Engineering background.

- Experience in implementing Engineering/Infrastructure Project.

- Experience in administrating, performance tuning, system monitoring, maintenance and troubleshooting.

- Strong knowledge of networking technologies (OSI network layers, TCP/IP).

- Structured and organized.

- Strong communication skills, both written and verbal, to effectively communicate with team members, clients, and stakeholders.

- Ability to explain technical concepts clearly and concisely

- Possess strong sense of ownership and tenacity.

- Possess initiative and disposition with a strong commitment and orientation towards results and high-quality standards.

- Stationed at Client’s facilities or at site as required.

Job Description

As part of the Thermo Fisher Scientific team, you’ll discover meaningful work that makes a positive impact on a global scale. Join our colleagues in bringing our Mission to life every single day to enable our customers to make the world healthier, cleaner and safer. We provide our global teams with the resources needed to achieve individual career goals while helping to take science a step beyond by developing solutions for some of the world’s toughest challenges, like protecting the environment, making sure our food is safe or helping find cures for cancer.

DESCRIPTION:
Join Thermo Fisher Scientific's Quality Assurance team and contribute to our mission to make the world healthier, cleaner and safer. As a Quality Engineer II, you will ensure compliance with quality standards and regulatory requirements across our manufacturing operations. You'll collaborate with cross-functional teams to drive continuous improvement initiatives, lead investigations, and implement corrective actions to maintain our high standards of product quality. This role offers exposure to innovative technologies and the opportunity to directly impact patient care through quality oversight of critical products.

RESPONSIBILITIES

• Retrieve complaints from various database and update complaint log.

• Review and process complaints in a uniform and timely manner.

• Review technical complaint threshold report and initiate escalated complaint(s) from various databased into Trackwise System.

• Lead in the resolution of customer complaint and quality issues on manufacturing floor to provide voice of customers to operations and translate customer's feedback into innovative solutions.

• Identify and establish incoming and outgoing Product QC inspection criteria and provide training to QC Technicians.

• Participate in Product Qualification activities by reviewing test protocols and reports to ensure product quality meet the specified requirements.

• Issue RMA (Return Material Authorization) for units that requires to be returned for FA (Failure Analysis) and ensure it returns for FA.

• Perform failure analysis on product failures and work with Engineering to resolve product faults.

• Establish DMRI (Device Master Record Index).

• Review change orders, deviation and risk management for products.

• Provide management with quality data and trends in product performance in meeting customer requirements.

• Participate in internal audits to ensure the effective implementation of Quality Management System.

• Act as Operation QA Representative for NPI (New Product Introduction) project and Transfer project.

• Act as customer representative, attend to customer enquires/ feedback, assist in customer visit, coordinate, and lead the team in customer audits.

• Lead in quality initiatives program to address system inadequacies which may include quality programs, tracking, analyzing, reporting and problem solving to achieve continual quality improvement objectives.

• Supports company goals and objectives, policies, and procedures in compliance with quality systems, cGMP and FDA regulations.

• Ensure that systems and procedures are in compliance with ISO13485, MDSAP, FDA 21CFR Part 820, IVDR, ISO9001, ISO14001 and ISO45001 requirement.

• Support plant-wide activities and special projects, as assigned.

REQUIREMENTS:

• Advanced Degree with no prior experience, or Bachelor's Degree plus 2 years of quality assurance experience in GMP/ISO regulated environments, preferably in medical devices, pharmaceuticals or biotechnology

• Preferred Fields of Study: Life Sciences, Engineering, Chemistry or related scientific/technical field

• Strong knowledge of quality systems, cGMP regulations, and standards including ISO 13485, 21 CFR Part 820

• Expertise in quality tools and methodologies including risk management, root cause analysis, CAPA, and change control

• Demonstrated experience leading investigations, analyzing quality data, and implementing effective corrective actions

• Excellent documentation and technical writing skills for developing SOPs, Work Instructions and reports

• Strong proficiency in quality management software (TrackWise, SAP QM, etc.) and Microsoft Office suite

• Experience conducting internal audits and supporting external regulatory inspections

• Demonstrated ability to build consensus and collaborate across functions

• Strong verbal and written communication skills

• Ability to work independently while contributing effectively in team environments

• Strong attention to detail with analytical and problem-solving capabilities

• Experience with statistical analysis tools and quality metrics reporting

• Project management skills and ability to prioritize effectively

Avensys is a reputed global IT professional services company headquartered in Singapore. Our service spectrum includes enterprise solution consulting, business intelligence, business process automation and managed services. Given our decade of success we have evolved to become one of the top trusted providers in Singapore and service a client base across banking and financial services, insurance, information technology, healthcare, retail, and supply chain.

Job Overview

The Senior Cloud Engineer is responsible for designing, implementing, managing, and optimizing enterprise cloud infrastructure across public, private, and hybrid cloud environments. The role provides technical leadership in cloud architecture, virtualization, infrastructure automation, security, and operational excellence. The incumbent will lead cloud transformation initiatives, ensure the availability and performance of enterprise platforms, and provide expert-level support for complex infrastructure environments. The role also involves mentoring engineers, driving best practices, and collaborating with stakeholders to deliver scalable, secure, and resilient cloud solutions aligned with business objectives.

Key Responsibilities:

• Design, implement, and manage enterprise-grade cloud solutions across public, private, and hybrid environments

• Optimize cloud resource utilization, performance, scalability, and cost efficiency - Implement cloud security best practices and ensure compliance with industry standards

• Develop and maintain Infrastructure as Code and automation frameworks - Provide Level 3 and escalation support for complex cloud infrastructure issues

• Architect and manage VMware vSphere environments including ESXi, vCenter, and distributed switches - Administer and troubleshoot VMware and Nutanix hypervisor platforms - Manage virtual machine provisioning, migration, upgrades, and decommissioning

• Perform advanced troubleshooting of virtualization and cloud infrastructure issues - Optimize virtual machine performance and resource allocation

• Implement and maintain disaster recovery and business continuity solutions

• Lead capacity planning and infrastructure scaling initiatives - Provide expert-level support for Windows Server environments

• Install, configure, and manage Windows Server services including IIS and SQL Server - Administer Active Directory, Group Policy, DNS, DHCP, and identity management solutions

• Implement security hardening, vulnerability remediation, and patch management strategies - Troubleshoot complex issues across cloud and on-premises environments - Monitor system health, availability, and performance across enterprise platforms

• Implement proactive measures to improve system reliability and operational efficiency

• Conduct root cause analysis and implement preventive solutions - Manage incidents, problems, and changes in accordance with ITSM processes

• Ensure adherence to service-level agreements and operational standards - Participate in on-call support rotation for critical cloud services

• Plan and implement backup, restore, and disaster recovery strategies - Ensure high availability and continuous business operations

• Gather business and application requirements and perform cloud infrastructure design and analysis - Lead the design, testing, and implementation of cloud solutions aligned with technical specifications - Participate in cloud architecture reviews and technical design discussions

• Evaluate emerging cloud technologies and recommend adoption strategies - Lead cloud transformation and infrastructure modernization initiatives

• Collaborate with cross-functional teams to deliver integrated enterprise solutions - Provide technical consultation and advisory services to stakeholders and project teams - Develop and maintain technical documentation, SOPs, architecture diagrams, and cloud configurations

• Establish and enforce cloud governance, security standards, and best practices - Provide regular reporting on cloud health, performance, utilization, risks, and project status - Lead cloud migration, optimization, and platform enhancement projects

• Mentor junior engineers and provide technical leadership across cloud initiatives - Drive continuous improvement and operational excellence across cloud platforms - Deliver secure, scalable, and resilient cloud solutions aligned with organizational objectives

Qualifications

• Degree in Information Technology, Computer Science, Engineering, or related discipline

• Minimum 5–8 years of experience in cloud and infrastructure engineering

• Experience designing and managing enterprise cloud environments

• Strong knowledge of public, private, and hybrid cloud architectures - Hands-on experience with Microsoft Azure and Amazon Web Services

• Experience with VMware vSphere, ESXi, vCenter, and distributed switches

• Experience administering Nutanix hypervisor platforms

• Strong Windows Server administration experience

• Experience managing IIS and Microsoft SQL Server environments

• Proficiency in Active Directory, Group Policy, DNS, DHCP, and identity management solutions - Experience with Infrastructure as Code and automation technologies

• Knowledge of cloud security, governance, and compliance frameworks

• Experience implementing disaster recovery and business continuity solutions - Strong troubleshooting, analytical, and problem-solving skills

• Experience supporting enterprise-scale production environments

• Experience working with ITSM and change management processes - Experience leading cloud migration and modernization initiatives

• Knowledge of cloud-native architecture and platform services

• Experience supporting large-scale hybrid cloud environments - Familiarity with cloud monitoring and observability platforms - Experience in cloud cost optimization and governance

• Ability to evaluate emerging technologies and recommend adoption strategies - Strong stakeholder management and communication skills

• Proven ability to mentor and coach junior engineers

• Experience participating in enterprise architecture reviews - Ability to lead technical discussions and infrastructure planning activities

• Strong documentation and technical writing skills

• Experience working within multi-vendor enterprise environments - Experience with cloud automation and orchestration technologies

• Knowledge of enterprise backup and recovery solutions - Familiarity with infrastructure security and compliance requirements

• Experience implementing high-availability and resilient cloud architectures -

Certified:

• Azure Administrator Associate - AWS Certified Solutions Architect – Associate

• Understanding of enterprise infrastructure governance frameworks - VMware Certified Professional (VCP) - Microsoft

WHAT’S ON OFFER

You will be remunerated with an excellent base salary and entitled to attractive company benefits. Additionally, you will get the opportunity to enjoy a fun and collaborative work environment, alongside a strong career progression.

To submit your application, please apply online or email your UPDATED CV in Microsoft Word format to Aatiqashaikh@aven-sys.com Your interest will be treated with strict confidentiality.

CONSULTANT DETAILS

Consultant Name: Aatiqa Shaikh
Reg No: R1765546
Avensys Consulting Pte Ltd
EA Licence 12C5759

Privacy Statement: Data collected will be used for recruitment purposes only. Personal data provided will be used strictly in accordance with the relevant data protection law and Avensys' privacy policy.

Responsibilities:

• Acts as the main technical advisor on construction sites, supervising staff, tools, and materials to ensure projects are completed safely, on time, and within budget.
• Interpret technical designs, set out site layouts, provide technical advice, and enforce safety regulations.
• Setting out, leveling, and surveying the site to establish building locations, grades, and elevations, ensuring all structural work follows design plans.
• Overseeing daily construction activities, managing subcontractors, and coordinating materials and labor to meet project goals.
• Providing technical solutions to site issues and conducting quality assurance inspections to ensure compliance with standards and regulations.
• Enforcing safety protocols, conducting safety audits, and ensuring compliance with Occupational Health and Safety (OHS) regulations.
• Maintaining accurate project documentation, such as site diaries, daily progress reports, and change orders.

Requirements:

• Min Degree in Civil Engineering or related field
• Min 3 years of relevant experience in geotechnical works and site supervision
• Experience in pipe jacking, tunnelling, or mining works preferred
• Knowledge of safety regulations and geotechnical construction standards

To submit your application, please apply online to apply@rn-care.com or call +(65) 6513 5697 for private and confidential discussion.

Your interest will be treated with the strictest of confidence. We regret that only shortlisted candidates will be notified or contacted.

RN Care Pte. Ltd
EA License No: 17C8900

Job Description

To provide pre and post sales technical support for equipment distributed by BioLab. Responsibility include but not limited to performing equipment technical inspection and preventive maintenance, attending to equipment failure service calls, ensuring standard procedure in Service Department are followed and documentations updated and traceable.

Technical service support can be provided in the office through telephone and/or at customer site. Need to be independent, self-motivated and able to work under-pressure. Candidates should possess technical competency, communication skills, as well as technical analysis and problem- solving skills.

Qualifications/Skills required

-       minimum Diploma in electrical, electronic or mechanical engineering from a recognized institution of education or 2 years relevant experience with a certificate from Institute of Technical Education(ITE)

-       Relevant work experience related to our industry will be advantages

-       Able to handle demanding and difficult customers

-       Able to work independently with minimum supervision

-       Possess intuitive and analytical mind

-       Possess good communications skills and able to explain clearly the trouble-shooting process and problems identified

-       Able to think out of box

-       Able to take the lead and work well in a team

Other requirements

-       Able and willingness to accept 24 hours standby on weekdays and weekends

-       Able to travel overseas for product training

Training

-     Product specific training on trouble-shooting and maintenance of the system organized by the product manufacturers

-      On-the-job training guided by experienced engineers

• Lead site engineering activities from initial planning stages through contract completion
• Develop engineering plans for construction and repairs
• Prepare estimates, as well as on-site visit reports and project progress reports
• Review and analyze plans, specifications, and estimates submitted by contractors
• Manage the bidding process and oversee contractor selection
• Coordinate and manage project schedules and budgets
• Monitor site operations and determine the work progress
• Oversee engineering and construction
• Track job progress, schedules and budgets
• Assist in estimating feasibility and costs of various construction methods
• Provide technical assistance to architects, engineers, contractors, and others
• Assist in completing inspection

This position supports the service team on the commissioning, preventive maintenance and testing of equipment as well as to provide continual technical support to customers.

• To carry out testing and commissioning of CCTV, Security, Intercom, Fire Alarm, AV & Public Address Systems
• Analysis of equipment failures to determine cause and recommend corrective action
• Respond to service calls or requests and carry out rectification works at site
• Carry out preventive maintenance works for customers as per schedule
• Provide customers with continuous technical and operational program support
• Provide quotations the paid repairs and A&A Works
• Manage the service projects and paid jobs

About ST Engineering

ST Engineering is a global technology, defence, and engineering group with offices across Asia, Europe, the Middle East, and the U.S., serving customers in more than 100 countries. The Group uses technology and innovation to solve real-world problems and improve lives through its diverse portfolio of businesses across the aerospace, smart city, defence, and public security segments. Headquartered in Singapore, ST Engineering ranks among the largest companies listed on the Singapore Exchange. 

Our history spans more than 50 years, and our strategy is underpinned by our core values – Integrity, Value Creation, Courage, Commitment and Compassion. These 5 core values guide every aspect of our business and are embedded in our ST Engineering culture – from the people we hire, to working with each other, to our partners and customers.

About our Line of Business – Cloud & Data Centre Solutions

ST Engineering Cloud and Data Centre Solutions Pte Ltd provides all aspects of cloud management, services, and solutions, from initial setup and migration to ongoing operations and optimization. Services include engineering works to design, build and provide facility management service for mission critical environments such data centers, disaster recovery, and business continuity sites.

Together, We Can Make A Significant Impact 

We are looking for an experienced Middleware Engineer to take ownership of enterprise middleware platforms across on-premise and AWS cloud environments. This role requires deep technical expertise, leadership capabilities, and hands-on experience in designing, managing, and optimizing complex middleware ecosystems.

Be Part of Our Success 

• Lead the design, implementation, and support of enterprise middleware platforms.
• Act as L3 escalation point for complex incidents, performance issues, and critical outages.
• Own end-to-end lifecycle management (installation, configuration, patching, upgrades, decommissioning).
• Provide technical leadership and guidance to L1/L2 engineers.
• Architect and implement high availability (HA), DR, and resiliency solutions.
• Manage and support:
• IBM WebSphere Application Server v9
• Oracle WebLogic Server (12c / 19c, including OSB/SOA)
• Red Hat JBoss Application Server
• Oversee application deployments, environment setup, and release coordination.
• Drive performance tuning, capacity planning, and optimization initiatives.
• Ensure middleware security hardening and compliance (VAPT remediation, patching).
• Automate operational tasks using scripting or DevOps tools.
• Collaborate with infrastructure, database, application, and cloud teams.
• Lead root cause analysis (RCA) and continuous improvement initiatives.
• Support DR drills, failover testing, and audit activities.

Qualities We Value 

• 8 years of relevant middleware experience, with at least 3–5 years in a lead/ L3 role.
• Strong hands-on expertise in:
• IBM WebSphere Application Server v9
• Oracle WebLogic Server (12c / 19c, OSB/SOA)
• Red Hat JBoss Application Server
• Experience with Crystal Reports and Elasticsearch administration.
• Strong experience in troubleshooting, performance tuning, and system optimization.
• Hands-on experience with Linux/Unix environments.
• Scripting knowledge (Shell, Python, or similar).
• Experience handling production-critical environments.

Our Commitment That Goes Beyond the Norm

• An environment where you will be working on cutting-edge technologies and architectures.
• Safe space where diverse perspectives are valued, and everyone’s unique contributions are celebrated.
• Meaningful work and projects that make a difference in people’s lives.
• A fun, passionate and collaborative workplace.
• Competitive remuneration and comprehensive benefits.

We are seeking a highly skilled and experienced Software Developer to join our development team. In this role, you will be responsible for designing, developing, and maintaining high-quality software solutions, mentoring junior team members, and contributing to architectural decisions that drive innovation and scalability.

Key Responsibilities:

• Design, develop, test, and deploy scalable and robust applications.
• Lead complex software development projects from requirements to deployment.
• Collaborate with cross-functional teams including product managers, QA, and DevOps.
• Review code, mentor junior developers, and enforce best practices.
• Contribute to system architecture and technical design discussions.
• Identify performance bottlenecks and optimize application performance.
• Stay updated on emerging technologies and propose innovative solutions.

Requirements:

• Bachelor’s or Master’s degree in Computer Science, Engineering, or related field.
• 5+ years of professional software development experience.

• Proficiency in primary programming languages, e.g., Java, Python, C#, JavaScript].
• Solid understanding of software architecture, design patterns, and data structures.
• Experience with RESTful APIs, microservices, and cloud platforms (e.g., AWS, Azure, GCP).
• Familiarity with CI/CD pipelines and Agile development practices.
• Strong problem-solving skills and attention to detail.
• Excellent communication and interpersonal skills.

Preferred Qualifications:

• Experience in [insert industry-specific tools or frameworks, e.g., Spring Boot, .NET Core, React, Angular].
• Knowledge of containerization tools like Docker and orchestration platforms like Kubernetes.
• Experience working with databases (SQL and NoSQL).
• Prior experience leading small teams or projects is a plus.

• Monitor construction progress, making sure it adheres to project timelines, budgets, and quality standards.
• Ensure all projects comply with safety regulations, local building codes, and environmental laws.
• Perform material tests and structural analyses to determine suitability for projects.
• Identify and resolve issues related to construction delays, unforeseen problems, or design flaws.

Position Summary

The Chief Engineer is responsible for overseeing the overall maintenance, repair, and efficient operation of the hotel’s engineering systems and facilities. This includes preventive maintenance, safety compliance, energy management, contractor supervision, and ensuring all guest rooms and public areas are maintained to hotel standards.

The role is also responsible for leading the engineering team to ensure smooth daily operations while minimizing equipment downtime and maintaining a safe environment for guests and employees.

Key Responsibilities

Operations & Maintenance

• Oversee the day-to-day operations of the Engineering Department.
• Ensure all hotel facilities, guest rooms, public areas, back-of-house areas, and equipment are maintained in excellent working condition.
• Develop and implement preventive maintenance programs for all mechanical, electrical, plumbing, HVAC, kitchen, and laundry equipment.
• Attend to emergency breakdowns and ensure prompt rectification of issues.
• Monitor maintenance requests and ensure timely completion.

Team Management

• Lead, supervise, and train the engineering team.
• Prepare duty rosters, work schedules, and manpower planning.
• Conduct performance review sand provide coaching to team members.
• Ensure staff comply with workplace safety and hotel policies.

Safety & Compliance

• Ensure compliance with Singapore regulations, including:

- Workplace Safety and Health (WSH)
- Fire Safety requirements
- Building and construction regulations
- Environmental and sustainability standards

• Coordinate and liaise with external contractors, vendors, and government authorities.
• Ensure all licenses,certifications, and statutory inspections are up to date.

Financial & Cost Control

• Prepare and manage the engineering department budget.
• Control repair and maintenance expenses while maintaining operational standards.
• Monitor utility consumption and implement energy-saving initiatives.
• Source quotations and manage contractor work within approved budgets.

Projects & Renovation

• Support hotel refurbishment, upgrading projects, and renovation works.
• Coordinate project timelines and ensure minimal disruption to hotel operations.
• Review contractor work quality and project completion standards.

Requirements

• Diploma or Degree in Mechanical, Electrical Engineering, Building Services, or related field.
• Minimum 5 years of engineering experience in hospitality, with at least 2 years in a supervisory or managerial role.
• Experience in hotel engineering operations
• Good knowledge of HVAC, electrical, plumbing, fire protection, and building systems.
• Familiar with Singapore safety and regulatory requirements.
• Strong leadership and problem-solving skills.
• Able to work under pressure and respond to emergencies when required.
• Proficient in Microsoft Office and maintenance management systems.

Preferred Qualifications

• Certified Fire Safety Manager (FSM) is an advantage.
• Knowledge of energy conservation and sustainability practices.
• Experience handling hotel renovation or CAPEX projects.

Functional/ Technical

• Design, develop and deploy machine learning solutions and services
• Implement end-to-end machine learning pipelines from data ingestion to training and model serving
• Operationalize LLMs, embeddings, and multi-agent systems in real-world applications
• Manage the machine learning and model lifecycle (experimentation, registry, deployment)
• Oversee the model promotion lifecycle, coordinating validation gates and approval workflows to safely deploy new model versions from stating to production
• Containerize applications using Docker and orchestrate them via Kubernetes
• Build and maintain CI/CD pipelines for ML models and LLM applications
• Collaborate with data scientists to refactor research code into production-ready Python code
• Monitor model performance, data drift, and performance in production
• Assess and integrate AI solutions ensuring optimal performance and reliability
• Design and implement production grade RAG systems
• Collaborate with infrastructure teams, data engineers, data scientists, and other stakeholders to integrate machine learning solutions into existing systems and processes
• Participate in code reviews, testing, and debugging to ensure the quality and reliability of machine learning solutions

Competencies

• Strong problem-solving and analytical skills, with the ability to think critically and creatively about complex challenges
• Excellent communication and collaboration skills, with the ability to work effectively with cross-functional teams and stakeholders at all levels of the organization
• Ability to manage personal workloads effectively, to prioritize tasks, manage timelines, and deliver high-quality results on schedule
• Continuous learning mindset, with a passion for staying up to date with the latest advancements in machine learning and artificial intelligence
• Attention to detail and commitment to producing high-quality, reliable, and maintainable code

Education and skills requirements

• Bachelor's or Master's degree in Data Science, Computer Science, Mathematics, Statistics, or a related field
• Advanced proficiency in Python programming with a focus on writing clean, testable and efficient code
• DevOps & Containers: Proficient with Docker for containerization and working knowledge of Kubernetes (k8s) for orchestration
• Practical understanding of GPU architecture and cloud compute instances to optimize resource allocation for training and inference workloads
• MLOPS tools: hands on experience with MLflow (or similar tools like weights & biases) for experiment tracking and model registry
• Proven experience working with Large Language Models (LLMs)
• Good understanding of AI agents & agentic workflows, LLM orchestration frameworks and reasoning patterns
• Experience with data preprocessing, feature engineering, and model selection and evaluation techniques
• Hands-on experience with CI/CD pipelines (GitLab, Jenkins)
• Knowledge of statistical and mathematical concepts relevant to machine learning, such as probability, linear algebra, and optimization
• Excellent problem-solving and debugging skills, with the ability to identify and resolve issues quickly and effectively
• Relevant work experience in machine learning, data science or a related field

- Deals with clients,designers, consultants and contractors, supervies and implements projects fromstart to the completion and handover.

- Perform preventive andcurative Electrical and instrument maintenance.

- Project planning &coordination including preparation of drawing and explain to team.

- Procurement andscheduling of electrical works.

- Settle issues onsystems after handover during the defects and liabilities period.

Supervisesduring the construction stage from start to the completion and handover of theproject.

-Minimum Diploma or Degree in Engineering or similar field its equivalent.

-Good interpersonal skills and pro-active in problem solving.

-Proficient in Microsoft office - Word, Excel & Powerpoint.

Knowledgein other design related software such as Autocad and Autocad 3Dmax.

-Can work under pressure and team player.

-Able to work long hours due to project urgency if needed.

- Qualityfocused and ability to meet deadlines in fast-paced project environment.

-Ad-hoc duties

Maintenance Engineer