Total 8 infrastructure engineer job vacancies in Education / Training category in d12 balestier serangoon toa payoh

We have a few openings for Research Fellow or Research Engineer. The selected applicant is expected to lead and pursue high-quality research in applied artificial intelligence (e.g., physics-informed neural network, transfer learning, and edge intelligence) for battery management systems that lead to publications in top-tier international conferences and journals, as well as real-world implementations. If interested, please send your resume including a cover letter, CV and a brief statement of your work undertaken in previous work.

The Singapore Institute of Technology (SIT) is a public autonomous university and the third largest university by intake in Singapore. SIT’s mission is to innovate with industry, through an integrated applied learning and research approach, so as to contribute to the economy and society. Singapore is the small city with a big dream. We are home to the best talent and have the world’s highest per capita investment in science and technology.

Key Responsibilities:

• Collaborate with partners from both the academia and the industry to lead and/or conduct innovative research on, but not limited to physics-informed neural network, transfer learning, and edge intelligence, battery management, etc.
• Contribute to academic research in the relevant domains and publish high-tier journal papers and conference papers.
• Participate in and manage the research project with Principal Investigator (PI) to ensure all project deliverables are met.
• Coordinate procurement and liaison with vendors/suppliers.
• Participate in computer science related laboratories and tutorials for undergraduate students.
• Interview and supervise student assistants in the project.

Job Requirements:

• (Research Fellow) PhD in Computer Science or a related field
• (Research Engineer) Bachelor/Master degree in Computer Science or a related field
• Proven ability to conduct independent research with a relevant publication record
• Outstanding data analytics, mathematical, and computer modelling skills
• Excellent interpersonal communication and oral presentation skills in English
• Self-driven and strong team spirit
• Open to fixed-term contract (renewable upon review of satisfactory performance)

As a University of Applied Learning, SIT works closely with industry in our research pursuits. Our research staff will have the opportunity to be equipped with applied research skill sets that are relevant to industry demands while working on research projects in SIT.

The primary responsibility of this role is to deliver on an industry innovation research project where you will be part of the research team to develop a flexible array ultrasound imaging system for velocity estimation.

Key Responsibilities:

• Participate in and manage the research project with Principal Investigator (PI), Collaborator and the research team members to ensure all project deliverables are met.
• Undertake these responsibilities in the project:
  i. To develop simulation models for flexible array ultrasound system
  ii. To develop custom phantoms for experimental studies
  iii. To design and develop non-linear signal processing algorithms including deep learning algorithms for image reconstruction
• Carry out Risk Assessment, and ensure compliance with Work, Safety and Health Regulations.
• Coordinate procurement and liaison with vendors/suppliers.
• Work independently, as well as within a team, to ensure proper operation and maintenance of equipment.

Job Requirements:

• Have relevant competence in the areas of digital electronics, signal processing, machine learning and deep learning.
• Have a B-Engg or B. Tech degree in Electronics, Computer or Biomedical Engineering with undergraduate projects related to the relevant competence mentioned.
• Knowledge of biomedical signal processing will be advantageous.
• Should have proficiency in Matlab or Python.
• Prior experience in publishing is desirable.

Key Competencies

• Able to build and maintain strong working relationships with people within and external to the university
• Self-directed learner who believes in continuous learning and development
• Proficient in technical writing and presentation
• Possess strong analytical and critical thinking skills
• Show strong initiative and take ownership of work

Major Challenges

• Integration of flexible arrays with research ultrasound platform
• Design and development of deep learning-based flexible array adaptive image reconstruction pipeline

As a University of Applied Learning, SIT works closely with industry in our research pursuits. Our research staff will have the opportunity to be equipped with applied research skill sets that are relevant to industry demands while working on research projects in SIT.

The primary responsibility of this role is to advance an industry-focused research project by developing and optimizing an LLM-based chatbot specifically designed for the hotel industry, delivering innovative solutions for guest interaction and data handling to meet industry standards and drive the organization’s technological edge.

Key Responsibilities:

1. LLM Chatbot Development and Optimization

• Design, develop, and maintain an advanced LLM-based chatbot utilizing a multi-agent approach, specifically tailored to the unique needs of the hotel industry.
• Implement solutions for effective data handling, conversation history tracking, and response adaptation to enhance the chatbot’s relevance, accuracy, and safety in real-time interactions.

2. Technical Support and Integration Assistance

• Provide hands-on technical support to collaborating partners, ensuring seamless integration of the chatbot into existing hotel systems.
• Respond to partner feedback by troubleshooting and implementing updates to continually improve chatbot functionality and user experience.

3. Collaboration on Innovative Research and Development

• Work closely with students on LLM-related projects, focusing on the design of novel chatbot solutions that prioritize data security and sensitive information handling within the hotel industry.
• Contribute to developing new methodologies that enhance chatbot capabilities while addressing industry challenges in privacy and data protection.

4. Project Coordination and Reporting

• Work under the guidance of the Principal Investigator (PI) to ensure project milestones are met, maintaining clear and regular communication on progress, challenges, and future needs.
• Document development processes, maintain records of project achievements, and prepare reports as needed to support project goals and stakeholder updates.

Job Requirements:

1. Education and Knowledge

• Bachelor’s or Master’s degree in Computer Science, Artificial Intelligence, Data Science, or a related field.
• Strong knowledge experience with Large Language Models (LLMs), preferably applied in a business or industry context.
• Familiarity with multi-agent systems, chatbot frameworks, and machine learning techniques.
• Demonstrated experience in collaborative research or development projects.

2. Technical Skills

• Proficiency in programming languages such as Python, and experience with LLM-related libraries and tools (e.g., Hugging Face, PyTorch, TensorFlow).
• Experience with chatbot development, deployment, and optimization, including integration with partner systems.
• Knowledge of conversational AI best practices, including techniques for maintaining conversation history, data handling, and adaptive response mechanisms.

3. Personal Qualities

• A passion for innovation and a strong desire to create and refine new technologies, particularly in AI-driven solutions for real-world applications.
• Ability to think creatively and proactively solve complex problems while maintaining a high attention to detail.

Key Competencies:

1. Innovative Thinking and Problem Solving

• Ability to approach complex challenges with creative solutions, particularly in applying LLM technology to new and specialized industry applications.

2. Collaboration and Communication

• Strong interpersonal and communication skills to effectively collaborate with technical and non-technical stakeholders, including partners, students, and team members.
• Capability to translate technical concepts for diverse audiences and incorporate feedback into ongoing development.

3. Technical Proficiency

• Skilled in deploying, fine-tuning, and troubleshooting chatbot systems, with a focus on ensuring functionality, accuracy, and user satisfaction.
• Ability to adapt and scale solutions to address evolving requirements and maintain best practices in data handling and security.

4. Adaptability and Continuous Learning

• Openness to learning new tools and technologies in the rapidly evolving field of LLMs and AI.
• Ability to stay updated on industry trends and integrate relevant advancements into project work.

5. Passion for Innovation

• Strong enthusiasm for creating new, impactful solutions and contributing to advancements in conversational AI for the hotel industry.

Major Challenges:

1. Balancing Innovation with Practicality

• Designing a cutting-edge LLM chatbot that meets high industry standards for innovation, while ensuring that it remains functional, efficient, and practical for real-world use in the hotel industry.

2. Data Privacy and Security

• Ensuring compliance with strict data privacy regulations and implementing robust security measures to protect sensitive customer information, especially given the hospitality sector’s unique data handling needs.

3. Technical Integration with Partner Systems

• Addressing compatibility and integration challenges when embedding the chatbot into diverse hotel management systems and workflows, requiring close coordination and technical support.

4. Adapting to Evolving Industry Needs

• Continuously refining the chatbot to align with changing requirements, including adapting to feedback from partners and staying responsive to emerging trends and user expectations in the hospitality industry.

5. Maintaining High-Quality User Interaction

• Balancing response accuracy and relevance while preserving a conversational, user-friendly experience, which is especially challenging in complex, multi-turn conversations.

6. Resource and Time Constraints

• Achieving project milestones within the one-year contract period, while managing the technical complexities and scope of multi-agent LLM development under limited resources.

As a University of Applied Learning, SIT works closely with industry in our research pursuits. Our research staff will have the opportunity to be equipped with applied research skill sets that are relevant to industry demands while working on research projects in SIT.

The primary responsibility of this role is to deliver on an industry innovation research project where you will be part of the research team to develop/produce/investigate obfuscation algorithms that will take advantage of quantum primitives. The techniques developed will aid in obfuscating quantum programs, quantum-classical hybrid programs and classical programs. Candidate should have good understanding of reverse engineering techniques, assembly language concepts and instructions and python programming. Candidate should have some understanding of quantum computing and cyber security. Prior experience in implementing quantum obfuscation techniques is an added advantage.

Key Responsibilities:

• Participate in and manage the research project with Principal Investigator (PI), Co-PI and the research team members to ensure all project deliverables are met.
• Undertake these responsibilities in the project:

1. Design quantum obfuscation techniques for data and code obfuscation
2. Implement the designed algorithms and integrate into an existing quantum obfuscation platform.

• Carry out Risk Assessment, and ensure compliance with Work, Safety and Health Regulations.
• Coordinate procurement and liaison with vendors/suppliers.
• Work independently, as well as within a team, to ensure proper operation and maintenance of equipment.

Job Requirements:

• Have relevant competence in the areas of programming, reverse engineering and low level languages.
• Have a B-Engg or B-Tech degree in Computer Science, Computer Engineering, Information Security or Electronics and Communication Engineering from a reputable University. Possessing a Master’s or PhD degree will be advantageous.
• Knowledge of quantum computing and vulnerability analysis is desirable.
• Prior experience in implementing quantum obfuscation techniques is desirable.
• Prior experience in publishing in IEEE/ACM journals or conferences is desirable.
• Should have proficiency in Qiskit and Python programming.
• Should have good mathematical and analytical abilities.
• Should have excellent written and verbal communication skills in English.

Key Competencies

• Able to build and maintain strong working relationships with people within and external to the university.
• Self-directed learner who believes in continuous learning and development.
• Proficient in technical writing and presentation.
• Possess strong analytical and critical thinking skills.
• Show strong initiative and take ownership of work.

Major Challenges:

• Experimental analysis of the performance of quantum obfuscation due to lack of hardware resources.

As a University of Applied Learning, SIT works closely with industry in our research pursuits. Our research staff will have the opportunity to be equipped with applied research skill sets that are relevant to industry demands while working on research projects in SIT.

The project is an oral language proficiency evaluation on primary students. Specifically, this role involves the design and development of gamification features, which leverage on data provided by AI tools, to help encourage primary students to practice and improve in their mother tongue learning.

We are looking for a research engineer with a passion for developing and maintaining highly interactive gamified cross-platform apps. The primary responsibility of this role will be to design and develop the gamification features of this application to encourage desirable user behaviors and encourage more regular language learning activities for users.

Knowledge of gamification would be advantageous but support in training in gamification will be provided.

Key Responsibilities

• Participate in and manage the research project with Principle Investigator (PI) and Co-PI and the research team members to ensure all project deliverables are met.
• Co-design gamification elements for the language learning app.
• Develop gamification features for the gamification app.
• Support in research and writeups related to the use of the gamification app.
• 
  

Job Requirements

• Bachelor Degree in a computing-related domain, e.g., Computer Science, Computer Engineering, Software Engineering, etc. Other applicants with equivalent industry experience are welcome to apply too.
• Experience developing interactive web apps using various web programming technologies like javascript, python, java, C#, HTML and/or CSS.
• Good programming foundation in data structures and algorithms.
• Knowledge of Agile development methodologies (e.g., Scrum and/or TDD).
• Applicants with equivalent industry experience may be considered.

Key Competencies

• Experience in cross-platform web/app development frameworks is a plus (e.g., React Native or Flutter).
• Experience in backend frameworks is a plus (e.g., node JS or djano).
• Able to build and maintain strong working relationships with people within and external to the university.
• Flexibility to work across functions/teams as part of a team in a dynamic environment.
• Self-directed learner who believes in continuous learning and development.
• Proficient in technical writing and presentation.
• Possess strong analytical and critical thinking skills.
• Show strong initiative and take ownership of work.
• Possess good project management skills.
• 
  

As a University of Applied Learning, SIT works closely with industry in our research pursuits. Our research staff have the opportunity to be equipped with applied research skill sets that are relevant to industry demands while working on research projects in SIT.

The primary responsibility of this role is to contribute to an academic research project where you will be part of the research team to investigate the cognitive mechanisms of learning and memory; as well as to design and implement qualitative studies and experiments related to this.

Key Responsibilities

• Participate in and manage the research project with Principal Investigator (PI), and the research team members to ensure all project deliverables are met.
• Undertake these responsibilities in the project:

i. Liaise with research participants, members of the research team and other professionals

ii. Assist in the creation and refinement of research materials and methodologies

iii. Assist with data collection in the field, execute and oversight of research experiments, data processing, data entry, and data analysis

iv. Maintain accurate records of data collected, safeguarding the confidentiality of participants, as necessary

v. Manage administrative tasks related to the research projects e.g., apply for ethics approval, coordinating meetings, scheduling research tasks, requesting for information etc

vi. Conduct literature reviews

vii. Assist in preparation of research reports, findings and presentations to stakeholders

viii. Coordinate and attend project meetings, monitor the project budget and work on other projects and initiatives, as required.

ix. Prepare, maintain, and update website materials.

x. Prepare and write manuscripts for publications with the research team

• Carry out Risk Assessment, and ensure compliance with Work, Safety and Health Regulations.
• Coordinate procurement and liaison with vendors/suppliers.
• Work independently, as well as within a team, to ensure proper operation and maintenance of research equipment.

Job Requirements

• Have relevant competence in the areas of Microsoft applications (Word, Excel, PowerPoint)
• A good degree with honours in relevant discipline (e.g., psychology, neuroscience, public health, allied health etc).
• Knowledge of research related software such as Endnote, STATA, SPSS will be an advantage.
• Knowledge of Generative AI such as copilot/ChatGPT.

As a University of Applied Learning, SIT works closely with industry in our research pursuits. Our research staff will have the opportunity to be equipped with applied research skill sets that are relevant to industry demands while working on research projects in SIT.

The primary responsibility of this role is to deliver on an industry innovation research project where you will be part of the research team to develop software platforms for supporting multi-user AR/VR applications.

Key Responsibilities

• Participate in and manage the research project with Principal Investigator (PI), Co-PI and the research team members to ensure all project deliverables are met.
• Undertake one of the three responsibilities:

1. Develop an interactive metaverse application for online education, team collaboration, and workplace training with a focus on real-time interactive simulation. (app developer)
2. Design, build, and implement a multiplayer architecture and backend services for a real-time AR/VR multiplayer system. (network engineer)
3. Design, build, and implement the the game engine for both client and server. (game engine software engineer)

• Perform testing
• Perform documentation and optionally publishing paper to international conferences/journals.
• Carry out Risk Assessment, and ensure compliance with Work, Safety and Health Regulations.
• Work independently, as well as within a team, to ensure proper operation and maintenance of equipment.

Job Requirements

• A degree in Computer Science or relevant field
• Experience with software development life cycle
• For app developer role:
  o Strong knowledge in C++ and/or Javascript for 3D/VR applications (e.g., babylon.js, A-Frame, etc.) will be an advantage
  o Experience in developing XR app for teaching & learning/training.
  o Experience developing optimized modules in C#/C++ within Unity and/or Unreal Engine
  o Experience with database management systems
• For network engineer role:
  o Experience in computer networking, multiplayer architecture, and backend services
  o Experience in connecting backend to various internal and external services and microservices.
  o Deep knowledge in computer network protocols (e.g., TCP/IP, UDP, and other relevant network protocols).
  o Expertise in handling latency, packet loss, and synchronization issues.
  o Expertise in designing a scalable server architecture for handling thousands to millions of concurrent players, Load balancing, auto-scaling, and server instance management.
  o Expertise in securing a multiplayer game network system.
  - Knowledge of encryption techniques to ensure data in transit remains confidential.
  - Prevention measures against common threats like DDoS attacks, SQL injection, and cheating.
  o Experience in multiplayer game services such as Azure PlayFab, AWS GameLift, Google Cloud Servers, and other similar services.
  o Strong knowledge in C++ will be an advantage.
  o Experience with database management systems
  o Familiarity with core engine technologies such as engine architecture and streaming.
  o Familiarity in developing optimized modules in C#/C++ within Unity and/or Unreal Engine.
• For game engine software engineer:
  o Strong knowledge in C++ and/or Javascript for 3D/VR applications (e.g., babylon.js, A-Frame, etc.) will be an advantage
  o 3D engine development experience
  o Familiarity with core engine technologies such as engine architecture, multi threading, streaming, computer graphics and advanced real-time rendering techniques
  o Experience developing optimized modules in C#/C++ within Unity and/or Unreal Engine
  o Experience with database management systems

Key Competencies

• Strong competency in programming, AR/VR, and/or interactive application engine.
• Able to build and maintain strong working relationships with people within and external to the university.
• Self-directed learner who believes in continuous learning and development
• Proficient in technical writing and presentation
• Possess strong analytical and critical thinking skills
• Show strong initiative and take ownership of work

Job Description

Validate the TC&IS Development, Configuration, Validation and Management Plan application. Day-to-day, you’ll work closely with teams across the business (systems), achieve the specified software quality requirements detailed in System Engineering and TCMS Software Quality Plan and informs the team members of their associated responsibilities and much more.

• Specifically take care of managing the development of all Train Control & Information Systems (TC&IS) deliverables (sub-system, electrical and software work products) for a Project from offer, specification, design ,validation to end of warranty period, but also ensuring the quality on all domain of his/her project (Schematic, Apparatus, Software…).
  
  Your Responsibilities and Challenges
  
  Managing the design planning and the achievement of the Design/Verification reviews in all step of the Design.
• Delivering all TC&IS Engineering outputs including, Train Control and Monitoring System Requirements and Architecture, Software specification or Functional Design Description, Software, Electrical Schemes and Electrical Products definition (with the support of Electrical Lead Engineer), in compliance with the Engineering Quality, Cost and Delay commitments.
• Managing interface and ensure follow up of sub-systems (electrical components, PAPIS (Public Address and Passengers Information Systems), CCTV, Multimedia, TCMS, Event recorder, Train Ground Communication, ATC(Automatic Train Control)/Safety equipment).
• Ensuring standardization and maximize the carry over with previous project.
• Supporting Industrial and Manufacturing areas during First Train Assembly.
• Supporting Commissioning and Validation area during First Train tests.
• Ensuring that the cybersecurity requirements are properly managed on each project/program and follow-up the main open actions for "at risk" or challenging projects/programs.
• Functional management of the Train Control & IS resources of his/her project.
• Formulating a design solution that fulfils the specified customer requirements by defining the architecture and performances of the TC&IS subsystems and functional studies he/she is responsible for, maximizing the re-use of service-proven design patterns.
• Monitoring, control and consolidate the TC & IS work package (Work Package Review, Risk mitigation, Quality Cost & Delay project target) and ensure the reporting activities to the Project Engineering Manager of the project (PrEM).
• Defining the applicable TCMS configuration (low voltage scheme, apparatus, and software version) with the Train System Engineer, Train Design Engineer, Project Engineering Manager and its team.
• Contributing to the return of experiences on his/her domain (Software, Schematic, Apparatus).
• Contributing for technical specificities and expertise to advice the Project Team and/or Customer.
• Supporting the other stakeholders (design, sourcing, validation etc..) in the understanding of the Cybersecurity processes and actions in particular with regards to the interfaces in between the teams.
• Being the responsible at Project level for the transverse Cybersecurity actions and for topics addressed at: Project (progress plan), Region, Métier Manager level.

Qualifications

• Rolling stock functional engineer experiences on several train functions, >5 yrs.
• Work package and Team management experiences.
• Hands-on electrical and schematic design activity.
• Hands-on experience in design & development of model based control systems using application tools like DCUTerm, Control Build, Matlab / Simulink, Matrix or similar tools.
• Knowledge of network topologies and interfaces for Serial, Ethernet, MVB and other industrial communication network.
• Communication abilities.
• Innovation