
Research Engineer
2 weeks ago
**Project Overview**:
We are hiring research engineers interested in advancing the state of the art in data-efficient machine learning at SMART in the new program: Mens, Manus and Machina: How AI empowers people and the city in Singapore (M3S).
With the recent emergence of large language models (LLMs), the research engineers will assist in investigating how data-efficient and resource-efficient techniques, such as data attribution, data selection/reweighting, data valuation, data curation, Bayesian optimization, active learning, can be applied in the context of LLMs (as well as important issues involving AI privacy, model auditability and updatability).
**Responsibilities**:
- Research on topics related to data-efficient machine learning, such as data attribution, data selection/reweighting, data valuation, data curation, Bayesian optimization, and active learning, in the context of LLMs.
- Investigate how these concepts as well as important issues involving AI privacy, model audibility, and updatability can be applied in the context of LLMs.
- Develop, implement, and evaluate experiments to characterise the feasibility and performance of the proposed research ideas.
- Collaborate with other PhD and undergraduate students to publish research results in top-tier conferences and journals, with focus on venues associated with the above-mentioned areas.
The research engineer will be jointly advised by Prof. Daniela Rus (MIT CSAIL), Prof. Alex 'Sandy' Pentland (MIT Media Lab), and Assoc. Prof. Bryan Low (NUS School of Computing), and based at SMART (Singapore-MIT Alliance for Research & Technology) in Singapore. The research engineer will have the opportunity to collaborate with PhD and undergraduate students, as well as Postdoctoral Fellows, within our research groups.
For more information on our research group and interests, visit
**Requirements**:
- Degree or Masters Degree in Computer Science, Machine Learning, Artificial Intelligence, or other related disciplines.
- Strong publication record at premier AI/ML venues such as ICML, ICLR, NeurIPS, CVPR, ACL, EMNLP or similar.
- Strong proficiency in programming.
- Strong proficiency in English and communication skills.
- Experience with machine learning and deep learning frameworks such as Pytorch, Tensorflow, among others.
-
Research Engineer
2 weeks ago
Singapore NUS Environmental Research Institute Full time**Posting Start Date**:07/03/2025 - Conduct research and development on advanced desalination techniques. - Design and implement experimental setups for electro-coagulation, ultrafiltration, and reverse osmosis. - Analyze experimental data and optimize process efficiency. - Collaborate with interdisciplinary teams to enhance desalination performance while...
-
Research Associate
7 days ago
Singapore Forrester Research Full time**Job Description**: **Our job is to be bold at work.** It starts with an insatiable curiosity about clients, colleagues, and the future. At Forrester, we believe curiosity powers progress. Forresterites bring a diversity of opinions and the courage of their convictions to collaborate on the ideas and initiatives that change the course of business. As a...
-
Software Development Research Engineer
7 days ago
Singapore IMPERIAL RESEARCH AND INNOVATION SINGAPORE LTD. Full timeApplicants will need to include a Cover Letter and CV with publication list. Applications will be reviewed on a rolling basis, with final submission **20 January 2025.** We are particularly looking for Research Software Engineers with the following backgrounds and experience: - Full-stack Software Development - Distributed Systems - Hospital Information...
-
Machine Learning Research Engineer
7 days ago
Singapore IMPERIAL RESEARCH AND INNOVATION SINGAPORE LTD. Full timeApplicants will need to include a Cover Letter and CV with publication list. Applications will be reviewed on a rolling basis, with final submission **20 January 2025.** We are particularly looking for Machine Learning Research Engineers with the following backgrounds: - Generative Modelling (particularly LLMs and multi-Agent systems) - Data science -...
-
Research Engineer/senior Research Engineer
2 weeks ago
Singapore A*STAR Agency for Science, Technology and Research Full timeThe key roles & responsibilities include, but are not limited to the following: Co-develop AI models to enhance and automate decision making Work with a team of scientist and engineers to execute deliverables for industry projects Engage companies to understand their challenges and translate to research collaborations in AI Contribute to research and...
-
Senior Research Engineer
2 weeks ago
Singapore A*STAR Agency for Science, Technology and Research Full timeThe Singapore Institute of Manufacturing Technology (SIMTech) develops high-value manufacturing technology and human capital to enhance Singapore’s manufacturing industry’s competitiveness and collaborates with various multinational and local companies in sectors such as precision engineering, medtech, aerospace, automotive, oil & gas, marine and...
-
Singapore A*STAR Agency for Science, Technology and Research Full timemore than 80 industry members. Our core mission is to develop and deploy advanced manufacturing solutions and upskill the workforce to drive local industry competitiveness. Smart Virtual Systems (SVS) Group is seeking a highly motivated Research Engineer/ Senior Research demonstrating the capacity to discover innovative solutions to challenges. **The key...
-
Research Engineer
6 days ago
Singapore A*STAR Agency for Science, Technology and Research Full time**1. Perform research in the following areas**: - Global performance analysis, and/or global structural response analysis 2. Assist in conducting physical model tests, field experiments and numerical simulations to support the development of integrated physical-numerical modelling and simulations. 3.Collaborate with industry partners, affiliated research...
-
Senior Research Engineer/lead Research Engineer
2 weeks ago
Singapore A*STAR Agency for Science, Technology and Research Full timeConduct R&D in novel adaptive and autonomous control algorithms for scalable self-learning, self-optimizing and self-recovery production systems Work with a team of engineers and scientist to design and implement integrated IIOT and AI-enabled production systems for smart manufacturing Understand autonomous manufacturing domain and provide innovative...
-
Senior Research Engineer/lead Research Engineer
22 hours ago
Singapore A*STAR Agency for Science, Technology and Research Full timeConduct R&D in novel adaptive and autonomous control algorithms for scalable self-learning, self-optimizing and self-recovery production systems Work with a team of engineers and scientist to design and implement integrated IIOT and AI-enabled production systems for smart manufacturing Understand autonomous manufacturing domain and provide innovative...