Senior Vision ML Engineer for 3D Perception & Robotics

kinetic.auto; Costa Mesa (CA); On-site; USD 90,000 - 130,000; Full time

Benefits offered by this job

Competitive salary and equity package

Comprehensive health and dental insurance

Retirement savings plan

Paid time off and holidays

Job summary

Kinetic.auto in Costa Mesa, California is seeking a Machine Learning Engineer to join their small, production-minded ML team. You will work on vision models for tasks like image segmentation and object detection. The ideal candidate has experience with deep ML principles, proficiency in Python and PyTorch, and is keen on delivering high-quality code. The role offers a competitive salary, equity package, and comprehensive health benefits, along with an inclusive work environment.

Qualifications

• Hands-on experience training and evaluating deep models for segmentation and detection.
• Understanding of Transformer/LLM building blocks related to vision models.
• Familiarity with point clouds and camera geometry.

Responsibilities

• Implement training loops and curate datasets.
• Collaborate with cross-functional teams on model development.
• Run experiments to track metrics and present findings.

Skills

Deep ML / CV Fundamentals

Curiosity & Strict Attention to Detail

AI-Empowered, Not AI-Dependent

Knowledge of transformer and LLM building blocks

Practical exposure to 3D/depth data

Proficiency in Python, PyTorch

Experience with Python services (FastAPI/Flask)

Strong communication skills

Tools

PyTorch

Detectron2

Hugging Face Transformers

Docker

AWS services (S3, EC2)

Job description

Kinetic.auto in Costa Mesa, California is seeking a Machine Learning Engineer to join their small, production-minded ML team. You will work on vision models for tasks like image segmentation and object detection. The ideal candidate has experience with deep ML principles, proficiency in Python and PyTorch, and is keen on delivering high-quality code. The role offers a competitive salary, equity package, and comprehensive health benefits, along with an inclusive work environment.