Machine Learning Performance Optimization Engineer

Netradyne

harnesses the power of Computer Vision and Edge Computing to revolutionize the modern-day transportation ecosystem. We are a leader in fleet safety solutions. With growth exceeding 4x year over year, our solution is quickly being recognized as a significant disruptive technology. Our team is growing, and we need forward-thinking, uncompromising, competitive team members to continue to facilitate our growth.

POSITION SUMMARY:

We are looking for an experienced Model Optimization Engineer to join our fast-growing technology team. This role will require you to benchmark internal models and perform optimizations to get performance improvements

ESSENTIAL FUNCTIONS:

In this role, you will:

• Work with State-of-the-Art models such as VLMs, Vision Encoders, and other model architectures to get performance improvements (most likely in the form of throughput or memory)
• Work on Edge related model optimizations considering hardware constraints
• Apply post-training model compression techniques from the latest research papers
• Perform performance optimization of ML training code to extract best performance from available hardware

QUALIFICATIONS:

• Familiarity with the internals of various SOTA vision model architectures]
• Familiarity with SOTA VLMs and an understanding of concepts involved in running inference.
• Some Familiarity with one of the Cloud Providers (AWS, Azure, etc.)
• Excellent programming skills in Python
• Be self-driven and demonstrate the ability to derive results with limited supervision.
• Nice to Have:
  • Experience in performance optimization of ML code (both training and inference).
  • 2+ years of experience writing performant training and inference code

EDUCATION:

Bachelor's Degree in Computer Science or similar field required

Compensation Package_Perks of being a Netradyne employee:

• Salary + eligibility for yearly bonus
• Company equity
• Company Paid Health Care, Dental, and Vision Coverage for you and most of your dependents
• Generous PTO and Sick Leave
• 401(K) with generous company match
• Disability, Life Insurance and Ancillary Benefits
• And much more!