Machine Learning Engineer, Perception (AI)

TL;DR

Machine Learning Engineer, Perception (AI): Developing spatial-temporal representations and semantic meanings of the environment for autonomous vehicles with an accent on scaling ML methods and improving task performance. Focus on analyzing real-world ML system behavior, detecting regressions, and optimizing models for onboard hardware.

Location: Hybrid in Mountain View or San Francisco, California (Must be based in the US)

Salary: $175,000—$215,000 USD

Company

hirify.global is an autonomous driving technology company building the hirify.global Driver to improve mobility and save lives through fully autonomous ride-hailing services.

What you will do

• Own tasks in the ML Driver, taking responsibility for scaling and performance through new ML methods and recipes.
• Analyze ML system behavior in real-world applications to identify root causes and develop long-term solutions.
• Monitor production systems and develop AI-aided analysis and debugging tooling for automatic issue detection.
• Develop and maintain safety-critical and long-tail metrics for autonomous driving vehicle issues.

Requirements

• Bachelor's degree in Computer Science or similar, or equivalent deep learning experience.
• 3+ years of experience in Machine Learning and Computer Vision.
• Proficiency in Python.
• Experience with ML frameworks such as PyTorch or JAX.

Nice to have

• MS or PhD in Machine Learning, Robotics, Computer Science, or a similar discipline.
• Publications at top-tier conferences (e.g., CVPR, ICCV, ECCV, ICLR, ICML, NeurIPS).
• Experience with C++.

Culture & Benefits

• Discretionary annual bonus program.
• Equity incentive plan.
• Generous company benefits program.
• Access to massive real-world driving datasets and state-of-the-art simulation tools.