Total 4,948 site engineer job vacancies in Engineering category

• Deliver Service Operations support to both internal and external customers in alignment with contractual terms and established Service Level Agreements (SLAs).
• Maintain and ensure the optimal performance of all systems and products managed by the Service Operations team.
• Serve as the single point of contact (SPOC) for customers when required, coordinating with internal resolver teams, the Service Desk, and customers to ensure timely intervention and high-quality service resolution within defined SLAs.
• Provide top-tier incident and problem management support, coordinating resolutions with the appropriate technical teams.
• Minimize service restoration times by escalating issues to specialized resolver groups both within and outside the organization, in accordance with SLA and monitoring policies.
• Oversee the replacement of faulty equipment, ensuring the availability and timely replenishment of spare parts as per the defined sparing policy.
• Uphold the highest operational standards across the team by offering guidance, support, and hands-on management for incident and problem resolution.
• Proactively identify service and infrastructure issues, conduct diagnostics, and maintain ownership of service requests to ensure effective problem resolution.
• Assist senior team members in daily task coordination, reporting, and overall operational management.
• Follow installation standards and industry best practices to ensure high-quality service delivery and system operations.
• Utilize appropriate tools and equipment to perform installations, interventions, and repairs in line with operational guidelines.
• Escalate unresolved problems to higher support levels as needed.
• Conduct scheduled preventive and proactive maintenance, as well as monitoring of systems and services, to meet customer expectations.
• Execute Change Management, Configuration, Design, and Implementation tasks for supported systems and products.
• Manage local vendors to ensure consistent service delivery to the Service Operations centers, and report on vendor performance to management.
• Analyze, define, document, and test system and application enhancements.
• Provide on-site support to end-users during service cutovers.
• Continually identify, document, and share lessons learned, known errors, and operational insights to enhance service quality.
• Be available for escalations and support during off-hours and on-call standby as required.

Qualification:

• Diploma/Bachelor Degree in Computer Science, Electronic Engineering or equivalent Telecommunications in-country qualification.
• Unix / Linux Certification, VMWare Certification, ITIL Foundation v3 Certification
• At least 3 years IT experience in following technologies: Operating System: RHEL 7/8, RHEL HA ,Windows Data center 2016/2019 with clustering
• Hardware: HP DL360 Gen 9, DELL R430XD, DELL R730XD / equivalent
• Virtualization: ESXi, VMWare vsphere 7/8, VMware vCentre, VMware SRM Standard
• MQ: MQ v8/9, MQ IPT, MQ Clustering, IBM License Manager
• Web: Apache Web Server, Apache Tomcat Application Server
• Monitoring tools: NagiosXI, NagiosLog, eG Monitoring suite
• Firewall: Palo Alto 850 & PA-5220 (equivalent), Checkpoint Firewall (equivalent)
• Load Balancer: F5 BIG-IP LTM i2600
• Vulnerability Manager( IBM Qradar All-in-one console, Event collector), Waterfall MQ Agent (Waterfall for IBM Websphere MQ)
• CA Server Luna HSM, Aruba Clearpass,SafeNet Network HSM, SecurityToken, Nessus Manager, Nessus Security Centre, Mcafee Advanced Security Suite, Mcafee ePolicy Orchestrator
• Storage: DELL EMC Unity 400, 300
• Backup: EMC Data Domain with DD Boost & DD Replicator, DELL EMC Networker, Veritas System Recovery
• Other Technologies: RedHat Satellite/ Spacewalk, DHCP, TFTP, Mail, Squid (WEB Proxy),NFS, Active Directory,DNS,NTP,Yum repo, IPA, SysLog servers.

Experience / Skills:

• Provided application support including routine health checks, service restarts, error log analysis, fault reporting, and issue replication in staging environments.
• Administered monitoring tools to ensure system performance and availability.
• Handled Incident, Problem, and Change Management processes across hardware and software platforms.
• Managed application release processes and performed preventive maintenance activities.
• Conducted root cause analysis to identify and resolve recurring issues.
• Utilized Java debugging skills and scripting languages such as PERL, BASH, and PYTHON for automation and troubleshooting.
• Supported and maintained network and security infrastructure in compliance with IT security policies.
• Upgraded network and security devices with stable firmware versions to ensure optimal performance and security.
• Administered and supported Storage and Backup environments following organizational standards.
• Performed regular health checks, error log investigations, production issue resolutions, fault reporting, and issue replication in non-production environments for storage and backup systems.
• Monitored and reported on storage and backup performance metrics as needed.
• Executed on-demand system backups and recoveries when required.
• Collaborated with third-party vendors for hardware issue resolutions, including component replacements.
• Participated in data center (DC) failover testing exercises.
• Demonstrated strong organizational skills with the ability to take full ownership of issues through to resolution.

To apply, please visit www.gmprecruit.com and search for Job Reference: L3XW6W3W

We regret that only shortlisted candidates will be notified.

GMP Technologies (S) Pte Ltd | EA License: 11C3793 | EA Personnel: Bautista Gia Grace De Guzman | Registration No: R23111973

• Provide presales technical support by designing and recommending suitable technology solutions that address clients’ business and technical requirements.
• Work closely with the sales team to analyze customer needs and propose effective cybersecurity and networking solutions.
• Deliver product presentations and live demonstrations to customers, partners, and internal teams.
• Prepare technical proposals, solution architectures, and compliance matrices for tenders and project bids.

Requirements:

• Diploma in IT or equivalent
• At least 2 years of presales experience within the IT networking and cybersecurity domain.
• Experience with technical presentations, product demonstrations, and proof-of-concept deployments.

If you are keen to apply for the position, kindly email your detailed resume in MS Word to hr@recruit-expert.com

Please note that only shortlisted candidates will be notified.

For more job opportunities, please visit our website at www.recruit-expert.com

EA Licence: 19C9701

Registration: R1326740

Job Description:

• Develop and maintain backend services and middleware for OT/IoT data ingestion using OPC-UA, MODBUS, and MQTT protocols.
• Build data pipeline components that normalise, process, and route telemetry from field devices to platform services and 3D visualisation layers.
• Integrate AI coding tools (e.g. Claude, Copilot) into daily development workflows for code generation, unit testing, and validation — this is an expected practice, not optional.
• Write and maintain automated test suites covering protocol adapters, data transformation logic, and integration endpoints.
• Collaborate with frontend Unity engineers and systems architects to define and implement API contracts (REST/WebSocket).
• Participate in code reviews, contribute to technical documentation, and support deployment through CI/CD pipelines.
• Troubleshoot field connectivity and protocol issues; work with OT/hardware teams on device commissioning and debugging.

Requirements:

Must-Have Requirements:

• Hands-on experience with OPC-UA, MODBUS, and MQTT — protocol implementation, not just conceptual familiarity.
• Proficiency in backend development (Python, Node.js, Go, or Java — at least one).
• Active use of AI tools for coding, testing, and validation in prior roles or personal projects.
• Experience writing integration and unit tests; familiarity with test automation frameworks.
• Comfortable working with message brokers (MQTT brokers, Kafka, or similar) and time-series or event-driven data.

Good to Have:

• Exposure to digital twin platforms or industrial IoT stacks.
• Familiarity with OT security considerations (network segmentation, secure protocol configuration).
• Experience with containerisation (Docker/Kubernetes) and CI/CD tooling.
• Knowledge of BACnet, DNP3, or other industrial protocols.

Experience:

• 2–5 years in backend or systems software engineering, with at least some exposure to OT/IoT environments.
• Degree in Computer Science, Engineering, or equivalent practical experience.

Associate Engineer x 3 (Office hrs)

(Gov project, stable role)

Singaporean Only, security clearance required

Salary range:

• Basic Salary $4000 - $5500 + Performance bonus + Other Benefits

Responsibilities:

• Performing both preventive and corrective maintenance oncommunication systems, sub-systems, and workshop-level repairs
• Maintaining tools, test equipment, and test jigs, and also providetechnical support and training as needed to meet customer’s needs
• Liaising with customers and suppliers, covering quotations,invoices, shipping documentation, and other peripheral duties

Requirements:

• Degree in Electrical & Electronics Engineering or equivalent
• At least 3 years of related working experience in Electronics systems maintenance
• Experience in handling network, systems & routers,servers, computers, etc will be added advantage
• Willingness to learn
• Able to work in a team

Additional Information:

• Stable role, Government Project (Singaporean Only)
• Working hours: Office Hours (Mon – Fri)
• Location: Near Yio Chu Kang MRT

Interested applicants simply email your resume to: vincent.tan@talentlab.com.sg

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

5 days, 8.30am-6.15pm

Salary: $3500- $6000

Location: Ubi 

Company background:

Specializes in Semiconductor Backend Tooling including Die Attach Tools, Wire Bond Tools & Bond Test Tools

Job Responsibilities:

• Design and development of Semiconductor Tools and mechanical systems.
• Planning, Scheduling and Costing of Tools and Mechanical Modules
• Responsible for 3D & 2D drawings, tolerance analysis, BOM preparation.
• Working closely with Electrical, Vision and Software Engineers.
• Willing to work extended hours in critical phases of project execution.

Job Requirements:

• Diploma or Degree in Mechanical Engineering or related Technical disciplines.
• Minimum 3 years of design experiences in semiconductor tooling
• Experience with Design and Development of High-Speed Pick and Place Systems, Flip Chip Bonders, Die Attach Machines, and Lamination Machine is a definite plus
• Proficiency with CAD Software is a must.
• Experience with vision application, thermal modelling, calculation and measurement techniques would be an advantage.

Kelly Chong Reg No:R26161160

The Supreme HR Advisory Pte Ltd EA No: 14C7279

Job description:

• Handling utility hook-up activities in the Semiconductor Plant.
• ⁠Assist the Principal Engineer in overseeing the project safety, design, planning and installation of the hookup activities to ensure that the hookup installations are completed on time.
• Coordinate respective work with the subcontractor to ensure smooth hookup installation.
• Coordination with subcontractor on interfacing matters, including wall openings, structure, ducts, pipe, conduit and other items as required.
• Obtaining approval/permit, and all permissions required.

• ⁠Utility mapping table maintenance.
• Perform Quality System, Eg on on-site 6S management.
• ⁠Perform QA/QC to ensure material quality, installation quality, testing quality, etc. is follow in-house and industrial standards.
  

Requirement:

• Diploma or Degree in Engineering / Project Management or relevant discipline.
• Minimum 4 to 5 years of experience with GCS in a semiconductor plant for an Engineer position. Fresh graduate is welcomed as Assistant Engineers.
• ⁠Independent, fast learner, good social skills with end clients and subcontractors.

about the company.

A premier global technology services provider is expanding its physical operations technology (OT) integration group within a collaborative, tech-forward working culture.

about the job.

Take charge of developing and maintaining robust backend systems and middleware that bridge the gap between industrial OT field devices and advanced digital twin platforms.

• Develop and maintain backend services and middleware for real-time OT/IoT data ingestion using industrial communication standards.

• Build data pipeline components to normalize, process, and route high-frequency telemetry from field devices to platform services and 3D visualization layers.

• Integrate generative AI coding tools (e.g., Claude, Copilot) into daily development workflows for efficient code generation, unit testing, and validation.

• Write and maintain automated test suites covering custom protocol adapters, data transformation logic, and API integration endpoints.

• Collaborate closely with frontend Unity engineers and system architects to design and implement robust REST and WebSocket API contracts.

• Troubleshoot field connectivity issues and partner with hardware teams on device commissioning, protocol debugging, and system cutovers.

skills and experience required.

• 2–5 years of professional experience in backend or systems software engineering, with practical exposure to OT/IoT environments.

• Hands-on engineering experience with OPC-UA, MODBUS, and MQTT protocols (active implementation and protocol adapters, not just conceptual knowledge).

• Proficiency in at least one modern backend development language (Python, Node.js, Go, or Java).

• Active experience leveraging AI coding tools for streamlined development, automated testing, or validation pipelines in current or previous projects.

• Strong technical familiarity with event-driven data architectures, message brokers (Kafka, MQTT brokers), or time-series data structures.

• Prior exposure to containerization (Docker/Kubernetes), digital twin stacks, or industrial network security protocols is highly preferred.

• Possess a Degree or Diploma in Computer Science, Engineering, or equivalent practical technical experience.

Please click on the 'apply' button to apply online. For more information, please reach out to Vievien Nathan. (EA: 94C3609 / R1440037

Build, Automate & Secure Enterprise Platforms

We are seeking an experienced Platform Engineer to join a high-performing infrastructure team responsible for the engineering, automation, and lifecycle management of enterprise Linux platforms. This role is ideal for someone who thrives in large-scale environments and enjoys driving platform stability, security, and operational excellence across on-premises and cloud infrastructure.

Key Responsibilities

• Engineer, build, and maintain enterprise Red Hat Enterprise Linux (RHEL) platforms
• Manage OS certification, baseline configurations, system hardening, and lifecycle management
• Test, validate, and deploy security patches to maintain compliance and reduce vulnerabilities
• Ensure platform currency, performance, and operational stability across distributed environments
• Support large-scale server infrastructure across on-premises and cloud platforms
• Plan and execute VMware platform upgrades, including ESXi, vCenter, Aria Suite, and VMware Cloud Foundation (VCF)
• Develop and maintain automation solutions using Ansible, Terraform, PowerShell, or similar technologies
• Participate in infrastructure maintenance activities, including scheduled weekend patching and upgrades
• Produce and maintain technical documentation, operational procedures, and runbooks
• Support incident, problem, and change management processes within an enterprise environment

Required Skills & Experience

• Strong hands-on experience with Red Hat Enterprise Linux (RHEL 7, 8, 9, and 10)
• Expertise in Linux server provisioning, administration, and OS lifecycle management
• Experience with infrastructure automation and configuration management tools such as Ansible or Terraform
• Strong knowledge of VMware technologies including vSphere, vCenter, vSAN, Aria Suite, and VMware Cloud Foundation (VCF)
• Experience with Red Hat Pacemaker Clustering and High Availability solutions
• Solid understanding of networking, storage, virtualization, and security principles
• Familiarity with ITIL processes including Incident, Problem, and Change Management

Preferred Experience

• Experience working within banking, financial services, or other highly regulated environments
• Exposure to cloud platforms such as AWS and/or Microsoft Azure
• Experience supporting globally distributed enterprise infrastructure
• Knowledge of vulnerability management, compliance standards, and security frameworks
• Experience with large-scale enterprise platform operations

Please reach out to co.co@ambition.com.sg  with your updated resume and contact details. Incomplete applications may not be considered /Only shortlisted candidates will be contacted.

Business Registration Number: 200611680D | License Number: 10C5117 | EA Registration Number: R1768258

• Be part of a landmark infrastructure development shaping global trade
• Collaborative environment with exposure to large-scale, complex projects

About Our Client

The client plays a key role in global trade and supply chains. It operates cutting-edge operations with advanced automation and smart technologies. The company is known for its commitment to innovation, sustainability, and operational excellence, ensuring efficient and secure cargo movement. They also offers diverse career opportunities in engineering, logistics, and operations, making it a dynamic workplace for professionals seeking to contribute to the future of maritime and logistics industries.

Job Description

• Support project leadership in managing civil construction activities
• Monitor progress and prepare timely project performance reports
• Review contractor submissions including drawings and technical documents
• Coordinate with consultants, contractors, and key stakeholders
• Assess completed works and track variations against project scope
• Conduct regular quality inspections to ensure compliance with standards
• Perform site safety audits and work with teams to resolve issues

The Successful Applicant

• Degree in Civil or Structural Engineering
• Solid experience in civil or building construction projects
• Exposure to infrastructure or large-scale developments
• Familiarity with managing contractors and reviewing technical submissions
• Strong understanding of QA/QC and safety compliance practices
• Ability to coordinate across multiple stakeholders in a project environment

What's on Offer

The company offers candidates a stable and rewarding career in one of the world's leading logistics hubs. Employees gain hands-on experience with large-scale infrastructure projects, smart technologies, and sustainable engineering solutions, providing excellent exposure for career development. The company provides competitive salaries, performance-based incentives, and comprehensive benefits, ensuring job security and professional growth. With a strong emphasis on innovation, automation, and sustainability, the company offers an exciting environment for engineers and technical professionals to lead projects, enhance their expertise, and contribute to the future of maritime and logistics industries.

Contact

Timothy Huang (Lic No: R1980928/ EA no: 18S9099)

Quote job ref

JN-062026-7043142

Phone number

+65 6416 9863

Michael Page International Pte Ltd | Registration No. 199804751N   

Responsibilities

• Lead the development of mass balances, hydraulic profiles (P&IDs) and process flow diagrams for water treatment plants.

• Conducting process modelling, simulations and pilot testing to validate new technologies and process improvements

• Size and specify process equipment, such as pumps, blowers, tanks and etc. to meet system performance and reliability requirements

• Evaluate supplier proposals, quotations to ensure compliance with technical and commercial requirements

• Collaborate with cross-functional teams to plan and execute projects

• Provide onsite technical support during project execution and lead troubleshooting of operational issues

• Lead plant testing and commissioning.

• Prepare commissioning plans, SOPs, O&M manuals and training materials.

• Support proposal development and tender preparation.

• Mentor junior engineers and designers.

• Execute other ad-hoc tasks as assigned to support project and team objectives

Requirement

• Degree in Chemical Engineering, Environmental, Civil Engineering or a related technical discipline

• 8+ years' experience as a Process Engineer or Senior Process Engineer, preferably in the water treatment industry

• Proficient in AutoCAD

• Strong problem-solving, analytical and critical thinking skills

• Excellent interpersonal and communication skills

Responsibilities:

• In charge of managing and supporting planning and procurement of medical, non-medical equipment, and furniture
• Plan and lead user workgroups by organising regular meeting sessions, setting goals and targets, facilitating useful and productive discussions, guiding user departments, as well as reviewing performance indicators and work plans
• Responsible for budgetary planning and control, ensuring that the development keeps within budget
• Work closely with user department and various stakeholders in the preparation of medical, non-medical equipment and furniture specifications for tenders
  Provide recommendation to users based on technical compliance of medical, non-medical equipment and furniture in tender submissions
• Attach to Group team to familiarise with Group BME policies and procedures through supporting the daily operations to align with organisation and regulatory requirements
• Liaise and manage external contractors on service and tender commitment issues Provide technical advisory to end users and senior management on medical, non-medical equipment and furniture related issues
• Perform any other duties as assigned

Requirements

• Min Diploma in Electronics or relevant Engineering
• Min 5 years of experience in service and maintenance of medical equipment.
• Experience in Healthcare/Hospitals

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

• Industry/ Organization Type: Heavy Equipment
• Position Title: Mechanical Design Engineer
• Working Location: Tuas
• Working Hours: 5.5 days (Mon - Fri, 8.00am - 7.00pm; Sat, 8.00am - 12.00pm)
• Salary Package: Basic salary up to $4,800 + Allowance + Variable Bonus
• Duration: Permanent Role

Key Responsibilities

• Design and improve mechanical systems for battery handling, charging, and swapping
• Prepare detailed drawings and specifications for mechanical parts
• Choose, order, and buy needed mechanical parts and machines
• Set up and follow maintenance schedules to keep equipment running well
• Make sure all designs follow safety and industry rules
• Apply safety rules for staff and equipment
• Inspect and test mechanical systems to make sure they work properly
• Find and fix mechanical problems
• Work with other teams and project managers to plan and complete projects
• Give advice on mechanical engineering for project planning
• Handle electrical and hydraulic problems
• Repair rotary drilling rigs

APPLY NOW!!!

• Bachelor’s degree in mechanical engineering
• Experience in maintenance work
• Good understanding of mechanical engineering basics
• Skilled in using CAD software
• Understanding of rotary drilling rig functionality is advantageous

Kindly apply through ANY of the following methods:

• Submit your application by clicking the APPLY button;
• Email your resume to Job@anradus.com.sg. Please indicate #76390 on the email subject.

Anradus Application Policy: We value each application and ensure every resume is reviewed. Our process is efficient, typically concluding within 3 working days. 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 continuing your job search to maximize your opportunities.

Anradus Pte Ltd | EA License No. 20C0161 | Rachael Lee | EA Reg No.: R2093131

Job Objectives

Design and deliver scalable real-time data and machine learning solutions by building robust ingestion and transformation frameworks across Hadoop ecosystems. Enable end-to-end ML model operationalization and performance optimization, while supporting multi-modal data processing and development of engineering tools and applications.

Key Responsibilities

• Design and develop highly scalable, Real time systems using Hadoop ecosystem components(Iceberg, Spark, Ozone, Trino, Hive, Ranger, Kafka, Flink and Nifi)
• Build robust data ingestion and transformation frameworks using Java, Spark, Python, and shell scripting for ingesting multi model data(image, audio, video, unstructured documents) with both batch and real-time.
• Develop full‑stack applications and internal engineering tools using Python, shell scripting, and modern web frameworks (e.g., Flask, React).
• Collaborate closely with data scientists to operationalize machine learning models using Cloudera Machine Learning (CML).
• Perform performance tuning and optimization of data applications on Hadoop to ensure optimal resource utilization.

Skillset

• Experience working with ML platforms such as CML, Spark MLlib, and Python ML libraries (scikit‑learn, XGBoost), including model deployment.
• Bachelor’s or Master’s degree in Computer Science, Engineering, Information Technology, or a related field.
• Minimum of 6+ years of professional experience
• Design and develop highly scalable, Real time systems using Hadoop ecosystem components(Iceberg, Spark, Ozone, Trino, Hive, Ranger, Kafka, Flink and Nifi)
• Build robust data ingestion and transformation frameworks using Java, Spark, Python, and shell scripting for ingesting multi model data(image, audio, video, unstructured documents) with both batch and real-time.
• Develop full‑stack applications and internal engineering tools using Python, shell scripting, and modern web frameworks (e.g., Flask, React).
• Collaborate closely with data scientists to operationalize machine learning models using Cloudera Machine Learning (CML).
• Perform performance tuning and optimization of data applications on Hadoop to ensure optimal resource utilization.

Key Skills:

Experience with Python, Java, Scala, or C++

ML Frameworks & Libraries – XGBoost, Scikit‑learn, Tensor Flow/keras, Hugging face (NLP/NLQ/Gen AI use cases)

Full-Stack Development

Performance Optimization

Data Engineering & Ingestion Frameworks

Collaboration with Data Science Teams

Basic information:

• Monday to Friday, Office Hours

• Basic Salary: $3,800

• Location: Commonwealth

• Career Progression & Benefits

Job Description:

- Perform engineering duties such as design, engineering calculations, planning, tender preparation/evaluations as part of the engineering project team

- QA/QC documentation of engineering deliverables

- Liaison with clients, project managers, architects, contractors

- Assist in resolving any technical problems faced during project design and/or construction stages

- Any other required duties as required by the Project Team.

For interested candidates, please submit your updated resume by using the APPLY NOW BUTTON

By submitting your personal data and/or resume to us in connection with your job application, you will be deemed to have agreed and consented to us in collecting, using, retaining, and disclosing your personal data and/or resume to prospective employers for the purpose of the evaluating, processing and administration by company relating to this job application.

We regret to inform that only shortlisted candidates would be notified
We wish you all the best in your career search.

Zen Career Pte Ltd | EA License No: 24C2559
Charlotte Lim (Limanqi) | EA Personnel No: R23113764

Role Overview:

OMNIVISION Technologies Singapore is seeking a Senior/Staff Algorithm Engineer to develop and enhance advanced image and video processing algorithms for camera-related applications.

Key Responsibilities:

• Research and develop advanced image processing, color processing, and computer vision algorithms for digital camera systems.
• Enhance and extend existing solutions to improve functionality, image quality, and performance.
• Collaborate with hardware design teams to support algorithm implementation, optimization, and validation.
• Perform image quality tuning, evaluation, and benchmarking.
• Document algorithms, design methodologies, and validation results.
• Prepare technical demos and support internal/external presentations.
• Collaborate with cross-functional and external teams to align on system requirements and deliverables.

Qualifications:

• Bachelor’s, Master’s, or PhD in Electrical Engineering, Computer Science, or a related field.
• Strong foundation in camera image processing and/or computer vision algorithms.
• Solid understanding of digital photography principles and image quality assessment.
• Proficiency in C/C++ and Python programming.
• Strong analytical, organizational, and technical writing skills.

Advantageous:

• Experience with multimodal imaging, neuromorphic vision systems, or deep learning frameworks.
• Familiarity with image sensors, ISP pipelines, color science, and image quality metrics.
• Hands-on experience developing and deploying image processing algorithms on hardware or embedded platforms.