Senior / Staff Machine Learning Engineer - Scene Intelligence

Team: Autonomy Software

Location: Foster City, CA, Boston, MA

Commitment: Full-time

Workplace Type: hybrid

Salary:

In this role, you will...

Design and train Vision-Language-Action (VLA) solutions for robotaxis

Lead end-to-end data strategy, including mining, auto-labeling, and dataset construction to power our ML flywheel

Lead the full post-training stack for VLMs and VLAs, including Continual Pre-training (CPT) on domain-specific driving data, Supervised Fine-Tuning (SFT) for instruction following.

Utilize our large-scale data pipelines and ML infrastructure to research, prototype, and deploy solutions that improve driving behavior

Partner with cross-functional teams to integrate perception signals

Qualifications

MS or PhD in Computer Science or related field

Background in deep learning solutions for VLM and VLA models

Track record in post-training large-scale models, CPT, SFT, RL

Hands-on experience with production ML pipelines, including dataset creation, training frameworks, and metrics

Expertise in Python libraries (PyTorch, NumPy, Pandas, VLLM)

Bonus Qualifications

Deep knowledge of cutting-edge computer vision techniques

Publications in top-tier conferences (CVPR, ICCV, RSS, ICRA)

Experience with integrating large language models to various tasks.