Senior Software Engineer - ML Infrastructure
Applied Intuition3 years ago
Base Salary
$215k - $285k/yr
Responsibilities
- Design and implement distributed cloud GPU training approaches for deep learning model training and evaluation.
- Build end-to-end machine learning pipelines and integrate them into core product workflows.
- Promote ML engineering best practices and maintain a high standard of excellence.
- Collaborate with engineers across the company to solve complex data problems at scale.
- Work across the ML lifecycle and directly with modeling teams.
Requirements
- Bachelor's degree in Computer Science, Software Engineering, or equivalent experience.
- At least 3 years of professional experience.
- Experience building production software components for full-stack machine learning challenges.
- Interest in shaping a company-wide platform for ML training, evaluation, and deployment.
- Knowledge of the open-source landscape and judgment about when to use open source versus build in-house.
- Strong analytical and problem-solving skills.
- Experience with orchestration systems such as Airflow and Flyte is preferred.
- Experience with PyTorch, TensorFlow, TorchServe, TensorFlow Serving, or NVIDIA Triton Inference Server is preferred.
Benefits
- Primarily in-office work five days per week, with occasional remote-work flexibility.
- Equity may include stock options or restricted stock units.
- Comprehensive health, dental, vision, life, and disability insurance.
- 401(k) retirement benefits with employer match.
- Learning and wellness stipends.
- Paid time off.
Tech Stack
Categories
About Applied Intuition
Applied Intuition builds software tools, infrastructure, and operating systems for developing, testing, and deploying autonomous and driver-assistance systems across automotive, trucking, defense, construction, mining, and agriculture. It sells enterprise software and services including simulation, sensor data management, HD mapping, and a vehicle OS to OEMs and government customers. Founded in 2017 and headquartered in Sunnyvale, California, it counts 18 of the top 20 global automakers and the U.S. military among its users.