Senior/ Staff Software Engineer AI Compiler

Job description

We are looking for an experienced AI/ML engineer passionate about deploying AI inference and end to end enablement, AI framework integration, model accuracy, and performance analysis and tuning. You might be an ideal candidate if you are seeking to develop high quality, innovative, and scalable software that enables state of the art AI inference models to run efficiently and accurately on the BST Intelligence processors.

Responsibilities:

Contributing to target independent/dependent DNN graph optimization.

Optimizing quantization working flow.

Developing algorithms for PTQ/QAT.

Stay up to date with the latest research and innovations in deep learning, implement and experiment on devices with new ideas

Qualifications:

You can work independently, define project goals and scope, and lead your own development effort.

Strong Python or C/C++ programming and software design skills, including debugging, performance analysis, and test design.

Strong expertise on one of these directions:

Deep learning quantization, including QAT, PTQ, data-free quantization and mixture bit-width quantization

Distribution similarity measurement

NN compiler (TVM, MLIR, GLOW, LLVM) experience

NN model pruning

Ways to stand out from the crowd:

Numerical methods experience

Knowledge of computer architecture

Python experience

Experience with Deep Learning Frameworks such as TensorFlow, PyTorch, and MXNet

About Black Sesame Technologies

Founded in July 2016, Black Sesame Technologies is an AI digital imaging technology firm that creates solutions for real-world AI challenges. We provide solutions for image processing and computing images, as well as embedded sensing platforms. The company specializes algorithms for smartphones, autonomous driving, and other consumer electronics. It undertakes core R&D functions including core algorithm development, ASIC design, software system and ADAS engineering application team.

The company has over 600 employees working across world-class research and development, design and research centers in Shanghai, Beijing, San Jose, Singapore and four other locations. Team members have extensive experience in industrial applications, has served in the industry well-known companies.

Black Sesame Technologies has came up with a patented, potentially disruptive way to compete with other makers of artificial intelligence chips. We aim to deliver revolutionary power, cost, and performance for AI innovation at the edge, makes it much easier and more affordable to deploy powerful AI solutions from the datacenter to the edge device.

Sponsorship Friendly

We consistently sponsor H-1B visas and welcome H1B transfers with very good support in terms of benefits as well as your career growth in terms of training in various cutting-edge technologies.

The company has made an effort to boost international hiring, offering a variety of openings designed to attract global tech talent. We are dedicated to strengthening our international presence.

Job Type: Full-time

Pay: $200,000.00 - $500,000.00 per year

Benefits:

• 401(k)
• 401(k) matching
• Dental insurance
• Employee assistance program
• Flexible spending account
• Health insurance
• Health savings account
• Life insurance
• Paid time off
• Referral program
• Retirement plan
• Vision insurance

Compensation Package:

• Bonus opportunities

Schedule:

• Monday to Friday

Experience:

• C++: 1 year (Required)
• Compiler: 1 year (Required)

Work Location: In person