Staff ML Engineer - Vision Models & Offline Evaluation

EngineersOfAI; Sunnyvale (CA); On-site; USD 120,000 - 160,000; Full time

Job summary

EngineersOfAI in Sunnyvale is seeking a Staff Machine Learning Engineer to build and fine-tune computer vision models that evaluate driving performance. This role focuses on adapting on-vehicle architectures for offline use and improving model accuracy across varied conditions.

Successful candidates will have over 5 years of experience in ML engineering and hands-on skills with deep learning models. The position is crucial for advancing AI technology in automated driving systems and features mentorship opportunities within a high-impact team.

Qualifications

• 5+ years in ML engineering, including training and shipping deep learning models in production.
• Hands-on experience training modern computer vision models, including transformer-based architectures.

Responsibilities

• Develop and fine-tune scene understanding models for offline measurement.
• Drive accuracy and generalization across vehicle platforms.
• Use higher compute budgets and larger model capacities effectively.
• Benchmark models and steer iterations based on performance metrics.
• Ensure benchmarked results are statistically defensible.
• Mentor team members and align priorities across teams.

Skills

Deep learning models

Computer vision

Transformer-based architectures

Model evaluation

Job description

EngineersOfAI in Sunnyvale is seeking a Staff Machine Learning Engineer to build and fine-tune computer vision models that evaluate driving performance. This role focuses on adapting on-vehicle architectures for offline use and improving model accuracy across varied conditions.

Successful candidates will have over 5 years of experience in ML engineering and hands-on skills with deep learning models. The position is crucial for advancing AI technology in automated driving systems and features mentorship opportunities within a high-impact team.