Job Descriptions:

Simtrum was founded in 2019 with the core mission to serve the optical industry with innovation and efficiency. Our founding team has decades of research and development experiences (across NUS and A-star) in high-end microscope systems. We now focus on confocal, super-resolution microscopy and other related fields, catering to both academia research and high end industrial production needs. Our proprietary high resolution microscopes adopt state of the art optical technology, image processing algorithms, with excellent imaging performance to meet the high resolution and fast imaging needs of our technology partners.

Simtrum is a young startup with many exciting opportunities to offer to the right candidates with the right mindset. We are now seeking the following commercial talents to join our team, to expand our reach and support our growth:

Job Descriptions:

1. Visit university professors to promote the company's microscope products and complete sales tasks.

2. Develop regional business based on existing products and assist in collecting market information for products under development.

3. Identify potential markets and establish effective market entry methods.

4. Establish marketing plans and strategies to expand your customer base.

Basic Requirements:

1.Ideally you should have a foundational education in either Electronic Engineering, Photonics, or Physics;

2.exposure to Laser or Optics industry a huge plus. Candidates with at least 1-2 years of related sales, marketing or e-Commerce experiences will be given priority considerations.

3.We are also open for fresh graduates with the right attitude and willingness to learn. To do well in the Simtrum environment, you should be someone with initiative, curious, can-do attitude, flexible, and eager to learn.

• To plan, coordinate and execute quality assurance and quality control of project
• To ensure all products are executed in accordance to contract specifications
• To liaise and coordinates with suppliers / sub-contractors to ensure quality control
• Facilitate in monitoring material status updates and traceability records while maintaining scheduled workload
• Facilitate on off-site inspection/ sampling / testing and submission of materials
• Maintains safe, secure, and healthy work environment and aiming for zero accident
• Making sure sites meet legal guidelines, and health and safety requirements
• Any other ad-hoc duties as and when assigned

WHAT YOU'LL DO

As a data-driven solutions team we are looking for a senior data engineer that helps us design, build and operate our data pipelines and data storage aspects of our solutions. We are looking for colleagues that are self-driven and don’t shy away from trying new unconventional methods to build new state-of-the-art solutions that bring data to where we need it. Daily tasks include :

• Data pipeline design, data extraction, data quality assurance, data transformation and data pipeline automation.
• You will need to focus on enterprise grade delivery of data pipelines in a compliant way touching data privacy, data protection, anonymization, and compliant software development practices.

WHAT YOU'LL BRING

We are looking for a candidate who possesses a passion for innovation and data-driven solutions paired with a hands-on can-do attitude. The ideal candidate will be a self-motivated expert with a love for delivering quality data sets and coach junior data engineers.

Ideal candidates have the following experience/skills.

• University degree in a technical field
• Practical data processing skills especially with unstructured text.
• UNIX/LINUX Operating system savvy
• Solid foundation in computer science
• Applied knowledge in Python & Spark
• Experience building and optimizing big data pipelines.
• Creative thinking, willingness, and ability to learn new concepts and technologies.
• Fluent in English

MEET YOUR TEAM

We are a Data Science and Technology focused team and we have established a data lake platform used by more than 150 Data Scientist in Service and Support. The team’s mission is to improve, automate, and transform the customer support business of SAP using Machine Learning and Data-driven Innovation.

EDP Renewables APAC is the main subsidiary of EDP Group, a global leader in the renewable energy sector and one of the world’s largest wind producers. With its headquarters in Singapore, EDP Renewables is the leading sustainable development hub for the Asia Pacific region with activities across nine different markets. Our activities are focused on the design, development, management, and operation of renewable energy sources, namely solar, wind, as well as new technologies such as storage.

EDP is a global energy group leading the Energy Transition, Innovation and Sustainability. Using the technology of the future, we create solutions highly focused on the needs of our people and our customers, never neglecting our role and contributions to society. To achieve our goals, we aim to attract diverse people with high potential through the professional opportunities we create.

Join us to be part of a renewable energy leader that reinvests in society through sustainable projects and social as well as cultural causes. You will have the opportunity to actively participate in our global transformation, by changing tomorrow now.

Job Summary:

Responsible for ground-mounted and floating solar farms, as well as O&M activities for distributed generation assets including the implementation of initiatives to improve performance and standardize best practice in O&M activities and processes, ensuring the highest quality and safety requirements.

Responsibilities:

• Responsible for the operation of ground-mounted and floating solar farms and all other Distributed Generation Plants; understanding its conditions and periodic evolution for possible areas of improvement.
• Monitor plant operations to ensure all systems are operating within expected conditions.
• Provide data for the preparation of the budget for O&M activities, with the objective to maximize the profitability of the asset.
• Conduct technical reporting of plants' key performance indicators (KPIs).
• Prepare HSE and related documents for work execution.
• Coordinate and Implement O&M Procedures and Maintenance standard plans with Service contractors and ensure the implementation on site, to guarantee the maximum efficiency in the operation and maintenance of the assets according to EDPR standards.
• Liaise, manage and coordinate with HSE officers, subcontractors, suppliers, and logistics partners for timely work completion.
• Manage O&M inventory to ensure key equipment and materials are available.
• Manage equipment warranties.
• Oversee contractual obligations and ensure adherence.
• Fulfil the maintenance policies set by the management of all assets to achieve the objectives and optimize the cost-benefit balance.
• Conduct quality assurance and quality checks on ongoing projects to ensure compliance with standards.
• Support testing and commissioning activities for newly installed projects.
• Continuous engagement with the relevant local authorities and Energy operators.

Requirements (qualification & knowledge):

• At least 3 years of experience in solar PV industry
• Bachelor’s degree of Engineering.
• Driving Licence
• Willingness to work in an outdoor environment and perform office duties
• Value alignment: stewardship, collaboration, innovation and with a spirit of excellence

Technical Skills:

• Specific knowledge on solar PV technology, cost-benefit analysis, maintenance techniques, flow analysis, energy market regulator and monitoring operating parameters.
• Relevant operation and maintenance experience in the region, either with established large scale energy producers or contractors in renewables
• Understanding of battery storage systems will be an added advantage.
• Work at height certification and relevant safety certificates.

When you join EDP Renewables APAC, you will have access to:

• Professional experience in a leading global company in the renewables industry with flexible work conditions
• Recognition through remuneration compatible with the role and other additional benefits
• Opportunities for personal and professional development, e.g. cross-cutting projects, mobilities and volunteering

About EDP Group:
As a socially responsible company, we incorporate our values and practices with the principles of Diversity and Inclusion. To achieve all our objectives, we intend to attract, develop and retain different profiles, assuming diversity as a key factor and differentiator of fundamental innovation in our organisation. We welcome and value all people, and we are committed to the inclusion and sense of belonging of each person who is part of the EDP Group.

What makes us proud as an employer:

• TOP Employer APAC, Singapore 2024 certification
• TOP Employer Europe 2024 certification
• Bloomberg Gender Equality Index 2021
• Top Workplaces US 2021
• Certification in Conciliation (Excellence) by the Más Familia Foundation

Position Overview:

In this role, you will be responsible for developing cutting-edge deep learning-based perception algorithms and advancing the state-of-the-art in computer vision. Your expertise in algorithm development and optimization will contribute to our mission of delivering innovative solutions in the field of AI perception.

Responsibilities:

• Design and implement advanced algorithms for various vision tasks, including object detection, lane detection, segmentation, and depth estimation. Enhance the accuracy and robustness of our perception systems.
• Research and propose novel network architectures and training methodologies to improve the performance of our vision models. Design efficient and effective networks for vision problems.
• Optimize deep neural networks to meet the computational and memory constraints of ASIC platforms. Apply network compression techniques for efficient deployment in resource-limited environments.
• Continuously explore the latest advancements in deep learning and computer vision literature. Bring innovative ideas to the team and contribute to the evolution of our perception algorithms.
• Contribute to our intellectual property portfolio by publishing patents and research papers. Share findings and insights with the scientific community to establish our leadership in AI perception.

Qualification/ Requirements:

• MS/Ph.D. in computer science, electrical engineering, or equivalent.
• Research and development experience in one or more of the following areas:

- Deep network development, particularly with visual data.

- Object detection and tracking.

- Stereo/optical flow/depth estimation.

- Multi-view geometry and 3D computer vision.

- Structure from motion.

- Network compression and optimization.

- Network-based sensor fusion.

- Mathematical optimization.

Job Description:

• Analyze SPC charts using SPACE. Know all the PR rules and their significance. Do proper annotation to maintain quality troubleshooting rate for SPC OOC. Understand Cp and Cpk indices.
• Analyze split lot, DOE data, ET, sort yield using JMP, Klarity ACE.
• Create SPC charts, DCOP and modify SLDB using PROMIS (Si-View).
• Upload recipe, check recipe and ensure recipe content compliance using RMS.
• Follow up on SPSR, MRB, 8D, TECN, or spec update with ECN. Provide guidance to junior Engineers.
• Setup and troubleshoot issues in recipes/ job files in all metrology tools within the Module.
• Equipment Engineer on new equipment acceptance. Understand the concept of repeatability and reproducibility (R&R) run.
• Analyze data from passed down to identify chronic process issues, establish improvement programs and lead engineers to resolve them. Establish CAS / procedures to be followed and work with other departments for resolution if required.
• Coach and show Engineers how to use the tool sets more effectively. Provide feedback/ training to Process Engineers on their troubleshooting skills, understanding of processes, decision making, risk assessment.
• Lead Engineers on improvement projects, process window study and provide improvement plans to reduce OOC and improve CPK. Coach engineers on process matching between equipment to reduce variation. Perform analysis / DOE to find factors for better tool matching.
• Lead and mentor the Engineers to work on reducing process constraint so that Mfg can have more flexibility.Act as technical consultant to AE or Engineer.
• Work as a team with both Equipment and Mfg Engineers to meet Module objectives. Drive team to meet key indices of Uptime and OEE as per the goals set for these indices.
• Take on leadership roles to drive a small cross functional task team to address yield improvement/ excursion issues.
• Facilitate/ initiate CIP programs to optimize process window, cost, yield, and productivity. Establish plans and strategies to optimize process capability to meet operational requirements.
• Resolve complex technical issues in own Module or yield related issues
• Follow up with cross-fab benchmarking activities to engage the best-in-campus practices across fabs.
• Self audit and update specifications / documentation to meet TS16949 Quality Standard requirements.

Requirements:

• Degree in Electrical / Electronics / Microelectronics / Chemical Process / Chemistry / Physics
• Min 5 years of relevant work experience in Etch Process
• An excellent team player with good interpersonal, communication and written skills
• Strong logical thinking capability and good analytical skill
• High level of integrity with strong leadership attributes to lead and coach a team
• Highly committed with good ownership and accountability
• Able to adapt in a fast pace environment and work under pressure
• Proficient in MS Office Applications

Bachelor's degree in Computer Science or related field, plus 5+ years of relevant work experience in SNOWFLAKE and DBT Responsible for technical design, writing, support and operations of efficient

scalable and extensible data integrations and ingestions and participate in architecture and design

efforts.

Conduct PoCs for new technology exploration, e.g., DBT for implementing SCD

Understanding of enterprise data management concepts of governance, Data Engineering, Data Science, Data Lake, Data Warehouse, Data Sharing, and data applications

Experience in Snowflake Architecture, including Snow SQL, Performance Tuning, Compute and Storage

Expertise with Snowflake concepts like setting up resource monitors, RBAC controls, virtual warehouses, query performance tuning, zero copy clone, and time travel, and understand how to use these features.

Experience in Data Migration to Snowflake cloud data warehouse

Expertise in using various data sourceslike JSON, Parquet, ORC, etc.

Provide technology architecturalassessments, strategies, and roadmapsfor one or more technology domains.

Collaborate with the customer's operations and technology leadership onthe future analytic goals of theorganization and design a technicalarchitecture to meet those goals.Participate in configuring thearchitecture and advise engineeringteams on its efficient use.

Develop scalable production-ready dataintegration and processing solutions.

Strong oral and written communicationskills and client-facing skills aremandatory.

COMPANY DESCRIPTION

Mediacorp is Singapore's largest content creator and national media network, operating a suite of TV channels, radio stations, and multiple digital platforms. Its mission is to engage, entertain, and enrich audiences by harnessing the power of creativity.

We are committed to creating an inclusive and diverse workplace where talent thrives. Our hiring decisions are made based on merit and fit-to-role. If you have a disability or special need which requires accommodation to participate in the recruitment process, please inform us when you submit your online application. We will be happy to support as necessary.

Thank you for your interest and application to this role. Please note that only short-listed candidates will be contacted.

RESPONSIBILITIES

We are looking for a qualified software developer to join our App Development team. You will be working with our engineers to develop and maintain high quality web applications. You're passionate about web platforms and translating code into user-friendly app. You specialize in Responsive Web, but you are also getting opportunity to work on the Smart TV platforms. As a software engineer, you'll collaborate with internal/offshore teams to develop functional web applications, while working in a fast-paced environment. Ultimately, you should be able to design and build the next generation of our web applications. Responsible for software development for new applications and supporting ongoing applications for Responsive Web and Smart TV platforms.

Responsibilities

• Build, optimize and release features in regular release cycles
• Produce fully functional web applications writing clean code
• Troubleshoot and debug to optimize performance
• Ensure new and legacy applications meet quality metrics
• Collaborate closely with our team of Product Owners, Project Managers, UX/UI Designers, Developers and QA Testers
• Active participation in peer code reviews and ensure adherence to all engineering guidelines, processes and best practices
• Document significant architectural design decisions and contribute to any relevant technical design documentation

• BSc degree in Computer Science or relevant field
• At least 5 years of hands-on programming in Responsive Web app development
• Experienced with OTT app development will be advantageous
• Proficiency in React, Typescript, Node.js, NPM, Webpack, CSS, Git,
• Solid understanding of Responsive Web development best practices
• Experience with integration to external systems via REST APIs and/or JSON response
• Experienced with CI/CD tools like Jenkins and Bitrise
• Experienced with build flavors and configuration management
• Experienced in measuring, managing and clearing technical debt with SonarQube
• Experience with integration with Web Analytics Tools and Ads Serving
• Excellent programming and troubleshooting skills is a must
• Good facilitation and communication skills (both oral and written)
• Analytical and multi-tasking capabilities
• Dynamic and result-oriented team player with strong initiative
• Able to work independently with a great sense of responsibility and possess strong team spirit
• Must stay abreast of new technologies and solutions

Job Description:

• To own, maintain and improve the following indices: Quality, Uptime and Cost.
• Sustain equipment KPI and make continuous improvements to enhance the performance.
• Monitor and control equipment performance indices. Optimize PM procedures to make it more effective and efficient.
• Coordinate with both process and manufacturing Engineers to ensure work is carried out efficiently to meet module objectives.
• Manage the logistics for parts so as to prevent prolonged uptime losses in the case of equipment failure.
• Manage the expenditure allocated for equipment maintenance without compromising on quality output.
• Continuous improvement of equipment KPI in terms of quality, uptime and costs.
• Plan and implement an effective Preventive Maintenance program on equipment.
• Coach and Mentor subordinates to ensure that skill level and knowledge are up to date, and continuously give feedback on their work performance.
• Document Corrective Action and Best Known Methods, and Fan it out to all for maximum ROI and learning.
• Participate in CIP programs to optimize equipment utilization and cost of maintenance.
• Become the technical Expert for the respective machine specialization.
• Know how to use SPACE to monitor and analyze SPC charts. Know how to use JMP to analyze engineering
• experiments. Know how to use measurement instruments effectively in data collection.
• Understand FMEA and be able to generate FMEA analysis for new tool. Able to utilize it to identify tool
• weaknesses and derive the top 3 to 5 risk factors.
• Able to create PROMIS (SiView) DC OP and SPC charts.
• Coordinate new equipment start-up to support production, from facilities hookup, vendor startup, to acceptance of
• equipment for production.
• Wafer scrap reduction awareness and mindset.
• Follow up on SPSR, MRB, 8D, TECN, and ECN documentation for closure of issues / events. Provide guidance
• to Junior Engineers.
• Self audit and update specifications to meet TS16949 Quality Standard requirements.
• Set Expectation and carry out performance appraisal for Technician or AE as instructed by
• Section Manager.

Requirements:

• Degree in Electrical / Electronics / Mechanical / Mechatronics / Microelectronics Engineering
• Min 3 years of relevant work experience in Diffusion Furnace Equipment
• An excellent team player with good interpersonal, communication and written skills
• Strong logical thinking capability and good analytical skill
• High level of integrity with strong leadership attributes to lead and coach a team
• Highly committed with good ownership and accountability
• Able to adapt in a fast pace environment and work under pressure
• Proficient in MS Office Applications

• Position: Assistant Mechanical Engineer (Industrial Automation/) - Up to $5000 - Woodlands
• Location: Woodlands (4 Bus Stops from Admiralty MRT)
• Working Hours: Mondays to Fridays | 8:30am to 5:30pm
• Salary (commensurate with experience): Up to $5,000 + AWS + Variable Bonus (Up to 2 months) + 12 – 16 Days of Annual Leave + Medical Benefits
• Duration: Permanent
• Industry: Engineering and Trading firm

Responsibilities:

• Responsible for assembly, debug and test run of customized modular machines and it’s commissioning.
• Provide on-site technical support at customer premise for equipment operation.
• Perform design modifications through: Simplified design, reduced parts, using cheaper alternatives, while maintaining or enhancing the performance of products in terms of cost reduction.
• Procure and/or assist in the procurement of necessary items to enable the performance of above duties.
• Writing and maintenance of all necessary documentations, work and assembly instructions, manufacturing and test procedures.

Requirements:

• Nitec / Higher Nitec / Diploma in Mechanical Engineering with 2 to 3 years’ relevant experience.
• Knowledge of industrial automation, jigs and fixture design, FMEA, SPC, CAD as well as experience in machine design are added advantages
• Required to travel when necessary
• ALL WITH EXPERIENCE WELCOME TO APPLY

Email to: [email protected]

Do visit www.facebook.com/search.personnel for more job listings.

***We do not charge our candidates any referral fee nor bind them with any contract.***

Chloe Ong

Senior Consulting Manager (APAC)

Reg no.: R22105510

EA No: 13C6684

• Position : Project Engineer (Electrical)
• Location : Bukit Merah (3 bus stops from Tiong Bahru MRT)
• Working hours : 5 days work week: Monday- Friday: 8.30am – 6.00pm
• Salary (commensurate with experience) : Up to $3700 basic + Variable Bonus + Medical
• Duration : Permanent
• Industry : Quantifying System

Main Responsibilities:

• Support sales personnel for pre-sales activities,
• proposing solution that suits customer needs & resolve related solution for site preparation, installation, start-up, commissioning, repair and maintenance of Electrical Power System, Structural cabling, Fire suppression system, UPS, Security Access and CCTV Monitoring System etc.
• To supervise and oversee the work progress of project sites. This includes attending to site meeting, coordinating with appointed sub-contractors of various services to see to a smooth completion of projects.
• Assisting the Electrical Service Department in providing technical support
• to our staff, customers and dealers.
• Prepare and maintain all project management documentation in accordance to company’s best practices.
• Planning and monitoring the project to ensure successful completion within planned timeline as well as status of progress-in-work and report all matters related to project and services.
• Perform a complete in-house testing of Power equipments.
• Answer and attend to service calls, fault-finding, repair and trouble-shooting of Electrical System and Power equipment malfunction.
• Establish and maintain excellent relationships with the customer project team, supplier, sub-contractors and clients.
• Coordinate and liaise with PEs and/or site supervisors on detail drawings, layout planning and understanding of site requirements.
• Prepare, submit and follow up with applications to the relevant authorities or building management where required.
• Preparation of electrical products data & engineering drawing in AutoCAD (2D, 3D).
• Assigned with other job duties and functions as may be instructed from time to time by your superior or the management.

Requirements:

• Bilingual in English and Mandarin to liaise with Chinese clients who can converse in Mandarin only
• Minimum of Diploma in electrical or electronics engineering with minimum 2 years of experience in site project co-ordination work
• Able to read Electronic/Electrical Charger circuit diagram
• Ability to read and understand plans and drawings and some electrical background.

Email to [email protected]

Do visit Search Personnel Pte Ltd for more job listings.

***We DO NOT charge our candidates any referral fee nor bind them with any contract.***

Joie Chang

Deputy Consulting Director (APAC)

Reg no.: R2090601 | EA No: 13C6684

Thank you for your interest in this position. Our shortlisting period is 3 working days. Only shortlisted candidates will be contacted for further consideration.

If you do not receive communication from us within this timeframe, it's likely that your application has not been shortlisted by our client. In such cases, we recommend that you continue your job search to maximize your opportunities. We wish you all the best and should we have any suitable roles that match your experiences/ qualifications/ preferences, we will reach out to you.

Job Responsibilities

· Assist Project Manager in all on-site technical/ engineering matters and authority submissions.

· Preparatation of Method Of Statement, Sequence of Works and any other technical documents.

· Co-ordinate with Clients / Sub Contractors / Suppliers / Consultants.

· Plan & Track the project progress with the help of the Project managers and Supervisors and aligning with the Project Completion Timeline.

· Supervise and ensure projects are carried out in accordance to company's operating procedures, quality standards & contractual specifications.

· Ensuring all site personnel are carrying out works in accordance to statutory compliance & client's requirements.

· Ensuring environmental, safety and health practices are carried out at all times.

· Other adhoc duties assigned from time to time.

Requirements

1. Bachelor's Degree in Civil / Structural Engineering MUST BE recognised by PE Board

2. At least 10 years relevant experience in tender and project management

3. Experience with LTA/PUB/JTC Projects

4. Proficient in MS Office

5. Organised, meticulous with positive work attitude

6. Able to work independently and a team player

7. Good analytical, supervision and communication skills

Job Overview

Do you want to further develop your analytical mind to pinpoint core issue and earn the satisfaction of resolving it ? Do you like working with fellow team members to improve your job routine and environment ? Do you crave job security and yet be at the frontier of technology?

Join us at UMC (SG), a leading global semiconductor foundry company manufacturing microchips for use in the present and for the future. In course of your work, you will learn internationally acclaimed analytical skills and techniques to apply in your work and personal life. Have the chance to work with engineers from other fields and process to resolve and improve current procedures.Seize the opportunity to take part at senior level in Quality improvement competition host in Taiwan national level and earn accolades as an elite engineer with awards and certification. Be recognized as an engineer of high calibre in Singapore and internationally.

Responsibilities

• Day to Day monitoring and ownership to timely address SPC/defect/Equipment abnormality and lot handling/Equipment Maintenance/Maintain Equipment in good uptime
• Engage with Production line and Process Engineers to balance tool availability for production, troubleshooting and scheduled maintenance
• Engage in Equipment troubleshooting and production quality improvement.
• Evaluation of new equipment/materials and retrofits of Equipment for better efficiency / production quality
• Engage in Production line (Equipment/Material) continue cost improvement

Qualifications

• Minimum requirement of a Bachelor's Degree in Electronic Engineering , Electrical Electronic Engineering, Chemical Engineering, Materials Science, Mechanical Engineering ,Physics, Automation, Aerospace Engineering
• At least 10 years 8 inch or 8 years 12 inch semiconductor Fab ASML/Nikon Scanner or TEL Track machine maintenance working experience.
• Strong knowledge on TEL: ACT12,Lithius Pro/Lithius Pro V/Lithius Pro Z tool type or ASML Immersion, ArF, KrF,i-Line Scanner. Good hands-on skill.
• Good problem analysis and solving skills.
• Good in coaching and training for junior staff.
• Experience skills including FDC,SPC, 8D reporting, FMEA and Project management (PMO)
• Able to lead and drive within or cross section or department projects/task force.
• Able to commit day and night shift work.

Summary

The APAC Business Technology Team within Johnson & Johnson Innovative Medicine, is looking for an extraordinary machine learning engineer who is passionate about crafting, developing, and fielding data science solutions that drive impact for HCP (Health Care Professional) and patients.

As the regional machine learning engineer, you will be responsible for designing and building the machine learning engineering solutions across the region. You will leverage your technical expertise, experience, and communication skills to work across business & technology teams productionize innovative data science models and applications. Your technical knowledge and ability to apply them, will be paramount to your success in this role. Focus areas include (but not limited) to patient analytics, commercial strategy, and patient support program analytics. Specifically, you will build end-to-end machine learning pipelines by developing and applying creative solutions that go beyond current tools and work together with data scientist to deliver scalable, reusable, extensible and flexible solution.

• Deliver end to end machine learning applications for our key projects across the region.
• Execute the regional machine learning engineering strategy including people, technology, platforms, and process.
• Collaborate with platform teams and solution architect to evolve our big data platforms and evaluate various data science technologies and services.
• Clearly articulate highly technical methods and results to diverse audiences and partners to drive decision-making.

You will be someone who stays on the cutting edge of artificial intelligence, data science and software engineering through novel project execution and development of algorithms that improve organizational performance and commercial effectiveness. The role requires both a broad knowledge of existing software development lifecycle, AI algorithms and the creativity to invent and customize when necessary. You will work with matrixed teams across business and technology, and will be part of a dynamic, accomplished organization that will support multiple therapeutic areas.

Responsibilities

Build and Own Machine Learning Solutions:

• Collaborate with data scientist and other technology teams to design and build machine learning engineering solution for the region.
• Establish and maintain ML pipelines to automate the training, testing, and deployment of AI models
• Implement CI/CD practices to ensure continuous integration and delivery of AI solutions.
• Monitor and manage the lifecycle of deployed models, ensuring they meet performance and reliability standards.

Cloud AI Solutions (AWS and Azure):

• Architect and implement scalable AI solutions on cloud platforms such as AWS and Azure.
• Utilize cloud services to manage and deploy AI models, ensuring high availability and performance.

Research and Innovation:

• Stay updated with the latest advancements in data science, cloud technologies, and MLOps practices, and bring them to the team.
• Drive innovation by exploring new tools, techniques, and methodologies to improve AI capabilities and efficiencies

Qualifications

Required Minimum Education: Bachelor’s degree

Required Years of Related Experience: At least 5 years' professional experience is required with at least 3 years of production grade machine learning model development experience.

• Minimum 3 years of experience in Machine Learning and MLOps, developing end-to-end machine learning solutions. Must have proven ability to take solutions to production, while effectively monitoring and maintaining them.
• Over 6+ years of experience in the software engineering lifecycle as a developer, with a focus on writing production code.
• Excellent programming skills in Python and proficiency in PySpark.
• Must have hands-on experience working with software development toolkits and devOps automations like Kubernetes, Airflow, Jenkins, Jira, Confluence, and Git.
• Strong working knowledge of deep learning and machine learning techniques such as regression, decision trees, Bayesian models, clustering etc.
• Hands-on experience working with cloud solutions, specifically AWS and Azure.
• Experience in Databricks, Azure ML, AWS Sagemaker is a plus.
• Excellent communication skills and a demonstrated ability to collaborate effectively with cross-function teams.
• Self-motivated and highly driven individual who thrives under ambiguous requirements

Responsibilities:

• Design, develop, code, and document larger modules as part of firmware projects and lead a firmware project.
• Rich experience on embedded SoC software development and debug environment setup.
• Work with relevant architects, software and hardware teams to finalize the system level solutions and modularize the firmware development works.
• Utilize low level C coding techniques when developing codebases, follow coding standards and follow standard development best practices.
• Read schematics, utilize oscilloscopes, digital analyzers, and other test equipment in the development and debugging of firmware designs.
• Have fundamental knowledge about the operating system and its common drivers, especially understanding basics of RTOS.
• Have fundamental knowledge about inter-chip communications in heterogenous processor environment, and able to use OpenAMP or RPC such techniques.
• Understand storage devices/controller (i.e. SAS, SATA etc.) driver, protocols and firmware design is a plus.
• Understand power management at system level and OS power management handling is a plus, especially familiar with PMIC firmware.
• Understand the virtualization techniques on server environment is a plus.

Requirements:

• Minimum degree in Bachelors Engineering in Computer Science/Engineering, Electrical Engineering, related field or equivalent experience on embedded system.
• Minimum of 3-5 years of experience
• Experience with implementing embedded operating systems such as Linux, FreeRTOS on target hardware
• Demonstrated experience with C/C++/assembly language programming.
• Demonstrated experience with ability of problem analysis and solving.
• Familiar with RISC-V/ARM ISA is a plus.
• Good team player and be able to prioritize the tasks and delivery the modalized development work.

Purpose:

To independently define concepts and critical deliverables, lead, plan, manage, control, engineering deliverables required for the assigned project effectively and efficiently according to specified technical requirements, timelines and budget, manage project resources and independently deal with and resolve all issues of the project, and provide guidance to the assigned team.

Responsibilities:

• Understands the specific specifications and requirements of the assigned project and Industry Standard, Classification Society and Regulatory requirements.
• Plans and directs the running of process simulation software, prepares design calculation, performs simulation studies, and reviews the datasheets prepared by Engineers and reviewed by Senior Engineers. Where necessary, directs/prepares/conducts simulation studies
• Directs Engineers and Senior Engineers in the team to develop engineering specifications (drawings, data sheets etc.) specific to the assigned project, reviews them and validates with the Project Manager and client before incorporating them in the RFQs.
• Independently evaluates all the bids received for process and utility packages from various suppliers, performs a technical bid evaluation process, involves in cost estimation, ensures selected vendors meet technical/engineering and delivery requirements as stipulated in the project specifications and gives assessment to the Buyer who will follow up in the tender evaluation, price negotiation and award process.
• Reviews/checks draft drawings and documents from team members and ensure the timely provision of accurate documents and specifications to the successful vendors to enable the latter to execute their work and deliverables.
• Independently manages/develops solutions to technical/engineering and related problems by analyzing the issues/data, interpreting the analysis and evaluating various options/measures using experience, precedents and professional references. Anticipates potential problems and takes preventive actions to overcome obstacles
• Visits suppliers, reviews test results of process equipment to ensure that they function as per specifications. Where necessary, works with the suppliers/contractors concerned to rectify the deficiencies making sure that they comply with the specifications and are ready on time.
• Participates in meetings, reviews progress and addresses interface/implementation/execution issues, escalates where necessary to ensure that the project proceeds timely and smoothly.
• Plans and organizes resources and schedule to meet project timelines and departmental objectives
• Provides technical/engineering support and advice to Construction/Commissioning work at site, trouble shoots and follows up with stakeholders to rectify the gaps or problems. Where necessary, provides off‐site support and advice.
• Guides/supervises junior Engineers and appraises their performance.

Requirements:

• Minimum 12 years of relevant working experience in process engineering in oil and gas sector for degree holders or minimum of 11 years of relevant working experience for Master degree holder
• Direct work experience on FPSO/FSO projects and
• Minimum 1 to 2 years of relevant working experience in Shipyard.
• Must be conversant of applicable industry standards, Company standards, specifications and procedures for his/her functional area.

Software Competencies:

1. MS Office

2. AVEVA Engineering

3. Process simulation (e.g., UNISIM Design, etc.)

4. Piping system transient analysis and hydraulics (e.g., Flowmaster, etc.)

5. Fire water system hydraulics (e.g., Pipenet, etc.)

Position Summary

QA Engineer/Senior Engineer (Process Quality Control) is responsible to develop & deploy inspection procedures to ensure conformance of material to be released.

Candidates with experience in semiconductor manufacturing environment are encouraged to apply for this position.

Key Responsibilities:

• Develop, plan & coordinate incoming/outgoing process and procedure
• Ensure conformance according to ISO / IATF standards
• Establish, implement & maintain processes & tools for inspection
• Manage inspectors for execution of daily operational inspection aligned to Production Plan
• Setup reporting procedure & ensure systematic recording of quality issues and defects
• Work with relevant departments to uphold product quality, manage costs and ensure customer satisfaction
• Conduct analysis of quality data to identify potential systemic issues & initiate improvements
• Core member in new product / process introduction to ensure safe launch
• Other ad-hoc activities assigned by the reporting manager

Requirements:

• At least 5 years of relevant experience in semiconduction production & inspection processes
• Well-versed with inspection plans, interpret drawings & deployment of analysis tools such as OGP (optical gaging) and even design customized jigs to aid inspection process.
• Working knowledge of MSA, GR&R, FMEA, Control Plan, SPC & 8D, JMP or Minitab, SAP, Tableau
• Bachelor’s Degree in Engineering or equivalent
• Possesses the analytical ability to structure processes and procedures, identify trends and patterns, as well as resourcefulness to propose solutions
• Demonstrate commitment to high levels of quality and customer satisfaction

Summary

The APAC Business Technology Team within Johnson & Johnson Innovative Medicine, is looking for an extraordinary GenAI and Machine Learning Engineering Lead who is passionate about crafting, developing, and fielding data science solutions that drive impact for HCP (Health Care Professional) and patients.

As the regional Gen AI and Machine Learning engineer, you will be responsible for designing and building GenAI and machine learning engineering solutions across the region. You will leverage your technical expertise, experience, and communication skills to work across business & technology teams productionize innovative data science models and applications. Your technical knowledge and ability to apply them, will be paramount to your success in this role. Focus areas include (but not limited) to patient analytics, commercial strategy, and patient support program analytics. Specifically, you will build end-to-end machine learning pipelines by developing and applying creative solutions that go beyond current tools and work together with data scientist to deliver scalable, reusable, extensible and flexible solution.

• Deliver end to end GenAI and machine learning applications for our key projects across the region.
• Execute the regional GenAI strategy including people, technology, platforms, and process.
• Collaborate with platform teams and solution architect to evolve our big data platforms and evaluate various data science technologies and services.
• Clearly articulate highly technical methods and results to diverse audiences and partners to drive decision-making.

You will be someone who stays on the cutting edge of artificial intelligence, data science and software engineering through novel project execution and development of algorithms that improve organizational performance and commercial effectiveness. The role requires both a broad knowledge of existing software development lifecycle, AI algorithms and the creativity to invent and customize when necessary. You will work with matrixed teams across business and technology, and will be part of a dynamic, accomplished organization that will support multiple therapeutic areas.

Responsibilities

GenAI Solution Architecture Design and Implementation

• Lead a team of AI engineers, and DevOps specialists to design, develop, and optimize Generative AI architectures tailored to specific use cases and business requirements.
• Collaborate with data scientist to drive the end-to-end implementation of GenAI models, including training, fine-tuning, and deployment.

Prompt Engineering

• Collaborate with data scientists to create and refine prompts for various AI applications
• Develop advanced prompt engineering techniques to enhance the performance and accuracy of GenAI models.

Machine Learning Solution build and deployment:

• Collaborate with data scientist and other technology teams to design and build machine learning engineering solution for the region.
• Establish and maintain ML pipelines to automate the training, testing, and deployment of AI models.
• Implement CI/CD practices to ensure continuous integration and delivery of AI solutions.
• Monitor and manage the lifecycle of deployed models, ensuring they meet performance and reliability standards.

Cloud AI Solutions (AWS and Azure):

• Architect and implement scalable AI solutions on cloud platforms such as AWS and Azure.
• Utilize cloud services to manage and deploy AI models, ensuring high availability and performance.

Research and Innovation:

• Stay updated with the latest advancements in Generative AI, cloud technologies, and MLOps practices, and bring them to the team.
• Drive innovation by exploring new tools, techniques, and methodologies to improve AI capabilities and efficiencies.

Qualifications

Required Minimum Education: Bachelor’s degree

Required Years of Related Experience: Minimum of 7 years professional experience is required with a minimum of 5 years building machine learning model development is preferred

• Proven track record in designing and building GenAI solutions, with a strong expertise in prompt engineering, LlamaIndex, Langchain, RAG, AI red teaming libraries, LLM monitoring and evaluation.
• Minimum 4+ years of experience in Machine learning engineering and MLOps, developing end-to-end machine learning pipelines. Must have a proven ability to take solutions to production, while effectively monitoring and maintaining them.
• Over 7+ years of experience in the software development lifecycle as a developer, with a focus on writing production code.
• Must have hands-on experience working with software development toolkits, and devOps automation like Kubernetes, Airflow, Jenkins, Jira, Confluence and Git.
• Excellent programming skills in Python and proficiency in PySpark.
• Experience in DataBricks, AWS Sagemaker and Azure ML is plus.
• Strong leadership skill with ability to influence the thought process and drive alignment.
• Excellent communication skills and a demonstrated ability to collaborate effectively with cross-functional teams.
• Self-motivated and highly driven individual who can thrive in ambiguous requirements.

• Working Days: 5 days
• Working Hours: Mon to Fri : 8.30am - 5.30pm
• Working Location: East area

Responsibilities

• To lead a team of Engineers to carry out all the Test related activities for Server & Rack products for the production
• To support & implement PXE Server configuration for the products
• Perform & maintain the Server & Rack run-in test process
• Perform & maintain the burn-in & power test process
• To liaise with the customer & HQ / factory on the test program implementation and maintenance
• To test and analyze all failures in the production products and work back with customer & HQ / factory for improvement
• Participate in the Kaizen activities
• To update the test program master list & tracking
• To prepare and update Working Instruction
• To provide training over W/I to production
• To support the NPI Process
• To support production on the mass run
• Participate in ISO activities (implementation & maintenance)

Requirements:

• Minimum 1-2 years of relevant working experience in manufacturing industry/EMS.
• SAP & Linux knowledge
• Good understanding of test methods and concepts
• Knowledge of programming and debugging skills

For consideration, kindly submit your CV by clicking “APPLY Now”.

**Only shortlisted candidate would be notified**

EA Reg. No: R1988238 | Erlynn Tay Kim Geok

Position Summary

Quality Assurance Supervisor is responsible to plan and coordinate inspection task ensuring delivery of materials/products.

Candidates with experience in semiconductor manufacturing environment are encouraged to apply for this position.

Key Responsibilities:

• Plan, lead and supervise team of QA inspectors overseeing daily QA operation activities
• Provide all support related to inspection results, daily output, and other related documentations
• Ensure inspection of raw materials, components, assemblies or manufactured parts according to requirements
• Assist Quality Engineer to deploy instructions and train new hires
• On-time reporting of non-conformance
• Participate in trouble-shooting activities if any
• Any other duties and responsibilities assigned by the superior

Requirements:

• Diploma in Engineering or any similar discipline
• At least 5 years of relevant experience in semiconductor manufacturing company
• Able to read drawings, illustrations & specifications
• Able to communicate in English and other languages
• Able to perform inspection or measurement under microscope & various metrology tools to support the inspection task
• Familiar with use of instruments like micro-meter, vernier, profile projector and other measuring and test equipment
• Proficiency in MS windows and email communications
• Able to operate the CMM (coordinate measuring machines) will be advantages

SUMMARY

Under limited supervision designs, develops and maintains test procedures, tester hardware and software for electronic circuit board production.

ESSENTIAL DUTIES AND RESPONSIBILITIES include the following. Other duties may be assigned.

· Review circuit board designs for testability requirements.

· Support manufacturing with failure analysis, tester debugging, reduction of intermittent failures and downtime of test equipment.

· Prepare recommendations for testing and documentation of procedures to be used from the product design phase through to initial production.

· Generate reports and analysis of test data, prepares documentation and recommendations.

· Review test equipment designs, data and RMA issues with customers regularly.

· Design, and direct engineering and technical personnel in fabrication of testing and test control apparatus and equipment.

· Direct and coordinate engineering activities concerned with development, procurement, installation, and calibration of instruments, equipment, and control devices required to test, record, and reduce test data.

· Determine conditions under which tests are to be conducted and sequences and phases of test operations.

· Direct and exercise control over operational, functional, and performance phases of tests.

· Perform moderately complex assignments of the engineering test function for standard and/or custom devices.

· Analyze and interpret test data and prepares technical reports for use by test engineering and management personnel.

· Develop or use computer software and hardware to conduct tests on machinery and equipment.

· Perform semi-routine technique development and maintenance, subject to established Jabil standards, including ISO and QS development standards.

· May provide training in new procedures to production testing staff.

· Adhere to all safety and health rules and regulations associated with this position and as directed by supervisor.

· Comply and follow all procedures within the company security policy.

MINIMUM REQUIREMENTS

Bachelors of Science in Electronics or Electrical Engineering from four-year college or university preferred; or related experience and/or training; or equivalent combination of education and experience.

LANGUAGE SKILLS

Ability to read, analyze, and interpret general business periodicals, professional journals, technical procedures, or governmental regulations. Ability to write reports, business correspondence, and procedure manuals. Ability to effectively present information and respond to questions from groups of managers, clients, customers, and the general public.

MATHEMATICAL SKILLS

Ability to work with mathematical concepts such as probability and statistical inference, and fundamentals of plane and solid geometry and trigonometry. Ability to apply concepts such as fractions, percentages, ratios, and proportions to practical situations.

REASONING ABILITY

Ability to define problems, collect data, establish facts, and draw valid conclusions. Ability to interpret an extensive variety of technical instructions in mathematical or diagram form and deal with several abstract and concrete variables.

PHYSICAL DEMANDS

The physical demands described here are representative of those that must be met by an employee to successfully perform the essential functions of this job. The employee is frequently required to walk, and to lift and carry PC’s and test equipment weighing up to 50 lbs. Specific vision abilities required by this job include close vision and use of computer monitor screens a great deal of time.

WORK ENVIRONMENT

The work environment characteristics described here are representative of those an employee encounters while performing the essential functions of this job. Individual’s primary workstation is located in the office area, with some time spent each day on the manufacturing floor. The noise level in this environment ranges from low to moderate.

SUMMARY

Direct Test Engineers I & II in operating within area of assigned responsibilities with a high level of efficiency, integrity and enthusiasm, striving to achieve excellence in all endeavors. Designs, develops and maintains test procedures, tester hardware and software for electronic circuit board production.

ESSENTIAL DUTIES AND RESPONSIBILITIES include the following. Other duties may be assigned.

LEADERSHIP AND MANAGEMENT RESPONSIBILITIES

Recruitment and Retention:

· Recruit and interview Test Engineers I & II.

· Communicate criteria to recruiters for Process Technician position candidates.

· Coach Test Engineers in the interviewing/hiring process.

· Monitor team member turnover; identify key factors that can be improved; make improvements.

Employee and Team Development:

· Identify individual and team strengths and development needs on an ongoing basis.

· Create and/or validate training curriculum in area of responsibility.

· Coach and mentor Test Engineers I & II to deliver excellence to every internal and external customer.

Performance Management:

· Establish clear measurable goals and objectives by which to determine individual and team results (i.e. operational metrics, results against project timelines, training documentation, attendance records, knowledge of operational roles and responsibilities, personal development goals).

· Solicit ongoing feedback from Assistant Test Engineering Manager, Workcell Manager (WCM), Business Unit Manager (BUM), peers and team member on team member’s contribution to the Workcell team. Provide ongoing coaching and counseling to team members based on feedback.

· Express pride in staff and encourage them to feel good about their accomplishments.

· Perform team member evaluations professionally and on time.

· Drive individuals and the team to continuously improve in key operational metrics and the achievement of the organizational goals.

· Coordinate activities of large teams and keep them focused in times of crises.

· Ensure recognition and rewards are managed fairly and consistently in area of responsibility.

Communication:

· Provide communication forum for the exchange of ideas and information with the department.

· Organize verbal and written ideas clearly and use an appropriate business style.

· Ask questions; encourage input from team members.

· Assess communication style of individual team members and adapt own communication style accordingly.

FUNCTIONAL MANAGEMENT RESPONSIBILITIES

Business Strategy and Direction:

· Know and understand the campus strategic directions.

· Define, develop and implement Test Engineering strategies, which contribute to the campus strategic directions.

· Provide regular updates to Assistant Test Engineering Manager on the execution of the strategy.

Cost Management:

· Identify creative ways to reduce cost by streamlining processes and systems (i.e. modification of responsibilities or consolidation of tasks, elimination of non-value-added processes, or complete re-engineering of processes and systems).

· Utilize tools to monitor departmental cost and cost trends, striving continuously to improve value.

· Provide feedback to Assistant Test Engineering Manager on cost and cost trends.

TECHNICAL MANAGEMENT RESPONSIBILITIES

· Perform duties, which involve conventional engineering practices that may include a variety of complex duties from ICT, FVT, ESS to System level test.

· Manage the engineering test function for standard and/or custom devices.

· Through subordinate supervisors or professional staff, identify and evaluate test procedures and test equipment required to perform quality checks.

· Compile and document data necessary to analyze performance and make recommendations for changes in the testing process.

· Assist/spearhead in the development of special test equipment and software text programs as required for the successful completion of project.

· Assist customer, setup training program for new product testing procedures.

· Provide training and assist test engineers.

· Act as the liaison and technical conduit for assigned customers.

· Explore new avenues and test technologies for quality improvements on product assigned.

· Perform detailed analysis on test quality of product assigned, identify trends and spearhead corrective actions.

· Monitor, through assigned test engineer, all NPI activities.

· Adhere to all safety and health rules and regulations associated with this position and as directed by supervisor.

· Comply and follow all procedures within the company security policy.

MINIMUM REQUIREMENTS

Bachelors of Science in Electronics or Electrical Engineering from a college or university; and five to ten years experience

Roles & Responsibilities:

IT Support

• Provide technical supports to end-users on IT hardware (desktop, laptops, network equipment etc.), software and network related issues.
• Daily IT operation support including PC setup, software installation, patch deployment, IT inventory control, and backup operation.
• Work closely with Level 1 Global Service Desk to ensure the smooth escalation of problems/incidents to Level 2.
• Provide timely response as per predefined SLAs and KPIs.
• To manage/troubleshoot/resolve end user’s problems/incidents promptly following established procedures.
• Handle and dealing with vendors for IT Procurement.
• Manage corporate/customer IT assets, including hardware warranty, licenses, and contracts.
• Involve in IT project and any other tasks as per assigned.

Solution Support

• Solution/Application Perform installation, preventive/corrective maintenance, IT service, software, and solution application.
• Provide on-site service or remote support on software, solution application and information technology.
• Work with project team to deploy implementation of Hardware Equipment and Solutions Products.

Requirements:

• Possess at least a Diploma in IT/Computer Science.
• At least 2 years in relevant working experience in a large-scale enterprise environment providing desktop support to end users.
• Good communication and interpersonal skills. Fluent in English and Chinese to communication with Chinese Associates in Hong Kong & China Office.
• Experience in ITIL (Information Technology Infrastructure Library).
• Incident Management, Problem Management, Request Fulfilment, and Change/Configuration Management.
• Resourceful, strong problem-solving and analytical skills.
• Willing to work in a fast paced, dynamic and team-oriented environment.

Job Description:

We are seeking a skilled and experienced Mechanical Design Engineer to join our dynamic team. The successful candidate will be responsible for designing and developing mechanical systems and components for DxD Hub. The role involves collaborating with cross-functional teams, utilising CAD software, conducting feasibility studies, verification testing and ensuring designs meet technical and regulatory requirements.

Job Responsibilities:

• Conceptualise, design, and develop mechanical components and mechanisms for medical devices
• Prepare and maintain design documentation such as specifications, bill of materials, test protocols, test reports, etc.
• Perform structural analysis, thermal analysis, and other relevant tests to validate and optimise designs.
• Conduct feasibility studies to assess the viability and performance of proposed designs.
• Work closely with cross-functional teams, including biological scientists, electrical engineers, software engineers, and project managers.
• Ensure compliance with DxD Hub Quality Management system, standards, and regulatory requirements such as FDA and ISO13485 etc.

Key Requirements:

• Bachelor’s Degree in Mechanical Engineering, or related field. Masters degree is a plus.
• Atleast 2 years minimum experience in mechanical design engineering.
• Proficient in CAD software, such as SolidWorks or AutoCAD.
• Strong understanding of engineering principles, materials, and manufacturing processes.
• Excellent problem-solving and analytical skills.
• Effective communication skills and ability to work collaboratively in a team.
• Knowledge in quality, product verification test, QMS, and ISO13485 would be an advantage.
• Self-driven team player who is able to work in a fast-paced environment.

The above eligibility criteria are not exhaustive. A*STAR may include additional selection criteria based on its prevailing recruitment policies. These policies may be amended from time to time without notice. We regret that only shortlisted candidates will be notified.

Job Description:

DxD Hub is seeking an experienced UI/UX engineer for our product development for our Digital Diagnostics Team. In this role, you will play a crucial role in driving the user interface and experience of digital health products in collaboration with external partners (especially clinicians). The ideal candidate should possess a strong usability engineering skills and able to translate expectation to visualisation and handover to technical team.

Job Responsibilities:

• Design innovative app experiences based on the understanding of personas, their behaviors and needs as well as competitive market insights.
• Collaborate with partners to understand their goals and propose a user-centric approach to improve digital services.
• Communicate design ideas through tools such as sketches, user journeys, storyboards, mind maps, wireframes, and clickable prototypes.
• Drive user research activities such as, usability testing, user interviews, surveys, and translate research findings into meaningful recommendations.
• Guide all aspects of UX including design research, design strategy, user experience, usability testing, interaction/content design and prototyping.
• Work closely with Product Owners to ensure all design work meets user needs and business requirements.
• Create a design-minded environment and build design capabilities amongst project team members.

Job Requirements:

• Degree or Diploma in Human Computer Interactions, Design, Psychology, Computer Science or related fields
• 1-2 years’ experience in user-centered design with hands on experience building visual identities for web and mobile app UI.
• Experience in delivering wireframes, UX flows, mockups, interactive prototypes, design specifications, and final assets.
• Experience with design/wireframing software such as: Figma, Sketch, Adobe suite, or equivalent.
• Strong portfolio showcasing your best design work for web and mobile.

The above eligibility criteria are not exhaustive. A*STAR may include additional selection criteria based on its prevailing recruitment policies. These policies may be amended from time to time without notice. We regret that only shortlisted candidates will be notified.