Research Engineer
20 hours ago
Company description:
Tan Tock Seng Hospital
Job description:
About the job
We are looking for solution-orientated software engineers for machine learning (ML) / deep learning (DL). Here is your chance to shape the future with us Our team develops AI for ophthalmological applications. We are leading the change in telemedicine for home monitoring and our machine learning engineers are at the forefront of this development. By leading critical projects and initiatives that have never been done before, you will have the opportunity to help us improve the way people perform eye exams.
Job Title:
Research Engineer (Machine Learning / Deep Learning)
The ideal candidate should have industry experience working on a range of recommendation, classification and optimisation problems. You will be working with the world's leading retinal ophthalmologists to solve some of the most challenging ocular data and prediction problems for maculopathy.
Full-time, solution-oriented software developer who is versatile and has strong knowledge of Python and/or the R language. Experience with web development is a plus. The candidate must have a background in data science, deep learning and machine vision. The role is varied and challenging and requires initiative, resourcefulness and problem-solving skills. Applicants must have a passion for analytical software development and a good understanding of different platforms and SDK environments.
Roles & Responsibilities
Design and develop ML systems: Create scalable machine learning systems tailored to clinical problems.
Adapt standard machine learning methods to optimally utilize modern parallel environments (e.g. distributed clusters, multicore SMP and GPU)
Re-evaluate the trade-offs of already delivered features/ML systems and be able to drive large efforts across multiple teams to reduce technical debt by starting from first principles where appropriate
Test and evaluate: conduct experiments to evaluate model performance, perform A/B testing and iteratively improve model accuracy.
Develop highly scalable classifiers and tools that utilize machine learning, data regression and rule-based models
Propose, gather and summarize requirements and create an effective feature roadmap
Deliver data science code in collaboration with the clinical team
Support the Principal Investigator (PI) in all software coding work required for the primary objective.
Create and compile all technical specifications, flowcharts, architectures and code descriptions.
Required Skills and Qualifications
Education: Bachelor's in computer science, mathematics, statistics data science, artificial intelligence, or a related field.
Familiarity with Python development environments, machine learning and machine vision.
Prior experience in one or more of the following areas: machine learning, recommendation systems, pattern recognition, data mining, artificial intelligence, or a related technical field.
Programming skills: Very strong knowledge of programming languages such as Python or R.
Framework knowledge: Familiarity with machine learning libraries such as TensorFlow, Keras, PyTorch or scikit-learn.
Analytical skills: Strong problem-solving skills with a solid understanding of algorithms, statistics and probability.
Communication Skills: Excellent verbal and written communication skills to make technical concepts understandable to non-technical stakeholders.
Familiarity with the development of RESTful APIs and database management (NoSQL/RDBMS).
A high level of confidence in dealing with ambiguity in early stage research projects.
Good communication skills and ability to work independently.
#J-18808-Ljbffr
-
Research Engineer
1 month ago
Singapore A*STAR RESEARCH ENTITIES Full timeRoles & ResponsibilitiesJoin the Institute of Microelectronics (IME) to be immersed in cutting-edge semiconductor research. As a research institute within the Agency for Science, Technology and Research (A*STAR), IME bridges the gap between academia and industry. Our mission is to accelerate innovation in advanced packaging, piezoMEMS, SiC, RF/mmWave...
-
Singapore MENLO RESEARCH PTE. LTD. Full timeJob Title: Advanced LLM Model Researcher and EngineerMENLO RESEARCH PTE. LTD. is seeking a skilled LLM Researcher/Engineer to join our team in fine-tuning and training our own Large Language Model (LLM) models.
-
Research Engineer/Senior Research Engineer
4 days ago
Singapore A*STAR RESEARCH ENTITIES Full timeRoles & ResponsibilitiesJob Description:CPPS group is seeking a highly motivated, independent and creative research engineer to deliver impactful and innovative AI-based digital technologies for predictive/prescriptive analytics and decision support. The candidate will work with a multidisciplinary team of scientists and engineers to translate problems ...
-
Research Engineer/Senior Research Engineer
1 month ago
Singapore A*STAR RESEARCH ENTITIES Full timeRoles & ResponsibilitiesJob DescriptionAs a (Senior) Research Engineer in our Robotics & Automation R&D team, you will play a role in conceptualizing, designing, and implementing intelligent robotics solutions that solve challenges across various industries. Leveraging your expertise in robotics, computer vision, AI, and ROS, etc., you will contribute to the...
-
Research fellow/research scientist
1 week ago
Singapore A*star Research Entities Full timeWe are seeking to recruit a highly motivated Research Fellow/Research Scientist to support the institute's overall Research and Innovation goals. Job Description: The Research Fellow/Research Scientist will be responsible for engineering novel CAR-NK cells with superior anti-tumor efficacy, enhanced tumor infiltration, and excellent resilience against...
-
(Senior) Lead Research Engineer,ARTC
2 weeks ago
Singapore A*star Research Entities Full timeThe Advanced Remanufacturing and Technology Centre (ARTC) isa public-private partnership consortium of more than 80 industrymembers. Our core mission is to develop and deploy advancedmanufacturing solutions and upskill the workforce to drive localindustry competitiveness.Smart Virtual Systems(SVS) Group is seeking a highly motivated Senior orLead Research...
-
(senior) lead research engineer,artc
1 week ago
Singapore A*star Research Entities Full timeThe Advanced Remanufacturing and Technology Centre (ARTC) is a public-private partnership consortium of more 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 Senior or Lead...
-
Quantitative researcher
3 weeks ago
Singapore Kronos Research Full timeThe individual in this role will be a part of a new Alpha Research team, which is focused on generating quantitative predictive signals across a variety of markets and asset classes (spot, futures, options; traditional markets and cryptocurrencies). The ideal candidate has experience in a quantitative signal generation process and understands the workflow...
-
Lead Research Engineer
1 week ago
Singapore A*STAR RESEARCH ENTITIES Full timeRoles & ResponsibilitiesJob Description: Actively working with cross functional stakeholders to plan and develop new lithography process Validate mask designs, reticle tape out and post tape out verifications Actively participate in internal and external technical discussions to overcome process related challenges and provide relevant solutions ...
-
Junior LLM Researcher
1 week ago
Singapore MENLO RESEARCH PTE. LTD. Full timeRoles & ResponsibilitiesHomebrew is looking for a LLM Researcher/Engineer to fine-tune and train our own LLM models.Responsibilities Train and Fine-tune foundational LLM models (e.g. PEFT, Lora, QLora, latest research techniques) Build and maintain LLM applications and infrastructure to meet business needs Design LLM inference infrastructure to scalably...
-
(Senior) Lead Research Engineer,ARTC
3 months ago
Singapore A*STAR RESEARCH ENTITIES Full timeRoles & ResponsibilitiesThe Advanced Remanufacturing and Technology Centre (ARTC) is a public-private partnership consortium of more 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...
-
Singapore A*STAR RESEARCH ENTITIES Full timeRoles & ResponsibilitiesJob Description:The CPPS group is seeking a highly motivated senior research engineer or lead research engineer to lead and conduct R&D in Industry 5.0 smart manufacturing solutions and integrating digital technologies with AI-enabled physical production systems that promote human-centricity, environmental sustainability, and...
-
Research Engineer/Senior Research Engineer
1 month ago
Singapore A*STAR RESEARCH ENTITIES Full timeRoles & ResponsibilitiesSIMTech is looking for a highly motivated, independent, and innovative Software / DevOps engineer to join Sustainability Informatics & Strategy (SIS) Group. The successful candidate is expected to be creative and team-oriented, finding innovative solutions to new challenges and managing the software development life-cycle using...
-
Quantitative Researcher/Trader
2 months ago
Singapore Qube Research & Technologies Full timeQube Research & Technologies (QRT) is a global quantitative and systematic investment manager, operating in all liquid asset classes across the world. We are a technology and data driven group implementing a scientific approach to investing. Combining data, research, technology, and trading expertise has shaped our collaborative mindset, which enables us to...
-
Research Fellow/Research Scientist
3 months ago
Singapore A*STAR RESEARCH ENTITIES Full timeRoles & ResponsibilitiesWe are seeking to recruit a highly motivated Research Fellow/Research Scientist to support the institute’s overall Research and Innovation goals.Job Description:The Research Fellow/Research Scientist will be responsible for engineering novel CAR-NK cells with superior anti-tumor efficacy, enhanced tumor infiltration, and excellent...
-
Senior Research Engineer
2 weeks ago
Singapore A*star Research Entities Full timeJoin the Institute of Microelectronics (IME) to be immersedin cutting-edge semiconductor research. As a research institutewithin the Agency for Science, Technology and Research (A*STAR),IME bridges the gap between academia and industry. Our mission isto accelerate innovation in advanced packaging, piezoMEMS, SiC,RF/mmWave GaN, and photonics & sensors, and to...
-
Research Officer
1 week ago
Singapore A*STAR RESEARCH ENTITIES Full timeRoles & ResponsibilitiesThe A*STAR Institute for Human Development and Potential (A*STAR IHDP) focuses on research that aims to improve and impact the health and well-being of Singaporeans across the life course.Job Description:We are seeking for a highly motivated individual to take on the functional role that combines software engineering and...
-
Singapore Agency For Science, Technology And Research Full timeJOB DESCRIPTION Research Scientist/Senior research scientist (Catalysis/AI scientist with process and chemistry background) The Emerging Technologies Division is looking for a proactive, highly motivated, and creative scientist to lead and contribute to research in carbon capture and utilization, sustainable processes for the environment, energy, and...
-
Singapore Agency For Science, Technology And Research Full timeJOB DESCRIPTION Research Scientist/Senior research scientist (Catalysis/AI scientist with process and chemistry background)The Emerging Technologies Division is looking for a proactive, highly motivated, and creative scientist to lead and contribute to research in carbon capture and utilization, sustainable processes for the environment, energy, and...
-
Research Engineer, Smart Virtual Systems, ARTC
2 weeks ago
Singapore A*star Research Entities Full timeABOUT THE ROLEWe are seeking a highlymotivated Research or Senior Research Engineer to implement highlyavailable and scalable microservices-based applications andplatforms for autonomous manufacturing applications. If you areindependent and initiative-driven, demonstrating the capacity todiscover innovative solutions to challenges, this is the role...
