Job Summary
Job description
Overview of job
VinAI Research is looking for a research engineer who can architect, design and implement efficient AI systems running on edge devices. Responsibilities include, but are not limited to the following:
- Deploy state-of-the-art AI models on edge and mobile devices.
- Optimize AI models for edge devices, including customizing deep learning layers, model distillation and model quantization to improve latency, memory and power usage.
- Develop/modify system-level deep learning frameworks to utilize hardware acceleration on edge devices such as GPU and DSP.
- Implement on-device training algorithms.
Why You'll Love Working Here
- Compensation is highly competitive and will take into account the applicant’s current experience level
- Work on challenging real-world AI/ML problems.
- Opportunity to continuously grow your knowledge in ML technology.
- Opportunity to contribute, interact, share and learn from exceptionally talented colleagues.
- Chance to publish research outputs at top-tier AI venues.
- Chance to work with experienced AI scientists worldwide
- Trained on A.I algorithm development and problem-solving skills to tackle real-world applications
- Opportunity to contribute, interact, share and learn from exceptionally talented colleagues.
Job Requirement
Your Skills and Experience
- Bachelor degree or above, major in Computer Science, Mathematics or related fields.
- Experience with machine learning frameworks (like PyTorch, Tensorflow or Keras) and libraries (like scikit-learn or Weka).
- Fluent in C/C++ programming languages, and corresponding build systems (bazel, CMake, soong).
- Have experience in implementing a ML model from scratch.
- Have knowledge in system programming (bit-level manipulations, concurrency, real-time systems)
- Have experience in parallel programming, such as CUDA/OpenCL.
- Have extensive experience in debugging segmentation faults.
Senior-level applicants should demonstrate leadership as evidenced by high quality publications, and a track record for innovations. Candidates should collaborate effectively with other staff members and product development teams. We are particularly interested in candidates who can work flexibly across disciplinary boundaries.
Languages
-
English
Speaking: Intermediate - Reading: Intermediate - Writing: Intermediate
Technical Skill
- C++
- C
- Machine Learning
- Weka
- Parallel Programming
- Product Development
- Tensorflow
- Keras
- CMake
- CUDA
- scikit-learn
- OpenCL
- PyTorch
- Soong
- Bazel
COMPETENCES
- Team Leadership
BUSINESS PROFILE
VinTech was established in August 2018, operating with the management model of holdings including many technology companies below, research institutes and creative labs.
VinTech's mission is to promote Vietnam's technology development through:
- Create innovative products through software companies
- Promote research and technology development through research institutes
- Create a complete entrepreneurial ecosystem under the guidance of VinTech City.