AI Engineer, Data Scaling & Optimization
AVALA LLC
San Francisco, CA, United States
7 days ago
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Role details
Contract type
Permanent contract
Employment type
Full-time (> 32 hours)
Experience level
Experienced
Experience required
4 years minimum
Working hours
Regular working hours
Job source
Tech stack
Artificial Intelligence
Artificial Neural Networks
Computer Vision
Big Data
C++ (Programming Language)
Computer Clusters
Software Debugging
Distributed Computing Environment
Distributed Systems
Memory Management
Python (Programming Language)
Machine Learning
+4 more
Tensorflow
Pytorch
Machine Learning Operations
Data Pipelines
Job description
- Design and implement high-performance neural network training infrastructure
- Optimize training and evaluation code for maximum efficiency
- Build data pipelines handling petabytes of autonomous vehicle and robotics data
- Develop profiling and debugging tools for ML training systems
- Implement distributed training across large GPU clusters
- Work with research teams to enable rapid experimentation at scale
Requirements
- 4+ years experience with ML infrastructure and training systems
- Deep expertise in PyTorch or TensorFlow internals
- Strong understanding of distributed computing and GPU optimization
- Experience with large-scale data processing (petabyte+)
- Proficiency in Python and C++ for performance-critical code
- Knowledge of modern ML architectures (transformers, vision models)
- Experience optimizing memory usage and training throughput
Benefits & conditions
Competitive salary and meaningful equity in the team building Fleet Learning Infrastructure for Physical AI
Full health, dental, and vision coverage, plus FSA and unlimited PTO
Work on the closed-loop data infrastructure that the next generation of autonomous systems learns from
A team that built Tesla Autopilot’s data infrastructure, now building something bigger #J-18808-Ljbffr
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Prepare application
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