Research Engineer – Deep Learning Computer Vision

5 days ago

Singapore SINGAPORE INSTITUTE OF TECHNOLOGY Full time
Roles & Responsibilities

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 support and contribute to an industry innovation research project. The Research Engineer will work closely with the Principal Investigator (PI), Co-PI, and the research team to develop deep learning-based computer vision algorithms and software for object detection, classification, and segmentation.

Key Responsibilities:

  • Participate in and manage the research project together with the PI, Co-PI, and research team to ensure timely achievement of project deliverables.
  • Undertake the following specific responsibilities in the project:
  1. Develop, train, and optimise deep learning models for object detection, classification, and segmentation using real-world datasets.
  2. Design and implement software modules to integrate the models into a working system prototype.
  3. Perform data annotation.
  4. Conduct experiments, analyse results, and iterate models for improved accuracy and efficiency.
  5. Prepare project documentation, technical reports, and academic publications.
  6. Collaborate with industry partners and contribute to technology transfer efforts.

Job Requirements:

  • Possess strong technical knowledge and hands-on experience in:
  1. Deep learning frameworks (e.g., PyTorch, TensorFlow)
  2. Deep learning models (e.g., YOLO, U-Net, EfficientNet, ResNet, FPN, Fast R-CNN)
  3. Computer vision techniques and algorithms
  4. Python and relevant libraries (e.g., PyQt, OpenCV, NumPy, scikit-learn), particularly for developing Windows desktop application software incorporating deep learning models
  • Hold at least a Bachelor's degree in Computer Science, Electrical/Electronic/Software Engineering, or a related field. A Master's or PhD degree in relevant areas will be advantageous.
  • Familiarity with the following areas is advantageous:
  1. Participation in Kaggle competitions, showcasing practical problem-solving and model development skills
  2. Model deployment (e.g., ONNX, TensorRT)
  3. Edge computing or embedded vision systems (e.g., NVIDIA Jetson Nano)
  4. Real-time processing and GPU acceleration
  5. Experience working on industry R&D project

Key Competencies:

  • Able to build and maintain strong working relationships with team members, stakeholders, and external partners
  • Self-motivated and committed to continuous learning and improvement
  • Proficient in technical writing & presentation, research reporting, and academic publication
  • Possess strong analytical, problem-solving, and critical thinking skills
  • Demonstrate initiative and ownership in carrying out tasks independently
Tell employers what skills you have

TensorFlow
Machine Learning
Applied Research
Technical Writing
Technology Transfer
Segmentation
Critical Thinking
OpenCV
Computer Vision
PyTorch
Python
Windows
Publications

  • Computer Vision

    7 days ago

    Singapore HEPHAESTUS TECHNOLOGIES PTE. LTD. Full time

    Computer Vision / Deep Learning Engineer to collaborate with the development team and push the boundary of our existing applied research and engineering on Neural SDFs to bring our vision of physical digitization to life. - Work with our development team to solve complex problems in computer vision that require efficient & innovative solutions. - Participate...

  • Senior Researcher

    4 days ago

    Singapore beBeeResearch Full time $90,000 - $120,000

    Job DescriptionWe are seeking a highly skilled Research Scientist to join our team. The successful candidate will be responsible for conducting cutting-edge research in the field of deep learning and computer vision.Responsibilities

  • Computer Vision Researcher

    1 week ago

    Singapore SENSETIME INTERNATIONAL PTE. LTD. Full time

    **Responsibilities** 1. Lead and drive the development of research directions across multiple science fields, drawing on extensive domain knowledge and broad scientific interests. 2. Identify and develop machine learning projects that may be deployable within key science disciplines. 3. Design, train, and optimize algorithms and deep learning models for a...

  • Research Engineer

    1 hour ago

    Singapore Singapore-MIT Alliance for Research and Technology Full time

    We are seeking a passionate and innovative Deep Learning Research Engineer to join our interdisciplinary team of biologists and computer scientists from MIT, NUS, and NTU. You will pioneer AI-driven approaches to accelerate the discovery of new drugs and diagnostics, leveraging unique datasets and state-of-the-art technologies. - Train advanced deep learning...

  • Computer Vision Research Scientist

    4 days ago

    Singapore beBeeResearch Full time $80,000 - $120,000

    Job OverviewWe are seeking an experienced Deep Learning Researcher to join our team. The successful candidate will have the opportunity to work on cutting-edge research projects in deep learning-based computer vision, collaborating with a dynamic team of researchers and engineers.Key Responsibilities:Design and develop novel deep learning algorithms for...

  • Ai Engineering Intern

    2 weeks ago

    Singapore CYNAPSE PTE. LTD. Full time

    **About Cynapse** Cynapse is a leading AI software company specializing in enterprise-grade Video Intelligence Solutions Powered by Generative AI, tailored to meet the unique challenges of various industries. Our vertical-specific solutions empower organizations to enhance safety, operational efficiency, and security in complex environments such as roads,...

  • Deep Learning Computer Vision Specialist

    2 days ago

    Singapore beBeeComputerVision Full time $100,000 - $120,000

    Job OpportunityThis role entails collaborating closely with industry partners to develop advanced computer vision algorithms and software for object detection, classification, and segmentation.Key Responsibilities:Develop, train, and optimize deep learning models for object detection, classification, and segmentation using real-world datasets.Design and...

  • Senior Computer Vision Researcher

    4 days ago

    Singapore beBeeResearch Full time $200,000 - $250,000

    Job DescriptionWe are seeking a talented Research Scientist to join our team and contribute to the development of cutting-edge AI foundation models. Our team is dedicated to building industry-leading research and fostering both technological and social progress.As a Research Scientist, you will be responsible for conducting research in computer vision, deep...

  • #sgunitedjobs Research Engineer

    1 week ago

    Central Singapore Emprego SG Full time

    **Location** - Singapore, Central Singapore**Job Type** - Contract**Salary** - $4,300 - $8,600 Per Month**Date Posted** - 11 hours agoAdditional Details **Job ID** - 111993**Job Views** - 24Roles & Responsibilities **A research Engineer in Computer Vision for human action understanding using neural symbolic integration.** A*STAR Centre for Frontier AI...

  • Senior Research Engineer I

    5 days ago

    Singapore Nanyang Technological University Full time

    NTU-PKU Joint Research Institute mainly focus on joint research in Multi-Modal Big Data Analytics for Smart Cities. The research will support Singapore’s Smart Nation vision that harnesses technology and data to improve living standards, strengthen communities, and create more business opportunities. The project involves the use of deep learning for...