Principal Ai Research Engineer
- Countries
- USA
- Job Types
- software & tech, operations
- Experience
- expert
- Organization Types
- aerospace, transportation & mobility
- Location
- San Jose
- Posted Date
- Company
- Archer Aviation
- Salary
- $270,000.0 - $340,000.0 annually
AI Summary
Job Description
Design, implement, and evaluate novel machine learning and deep learning algorithms. Iterate on AI model development, from data to deployment. Collaborate with researchers to prototype solutions, conduct experiments, and develop tools for scalable R&D. Communicate findings and stay current with AI/ML innovations, assisting in transitioning prototypes to production.
Hard Requirements
- M.S or PhD degree in Computer Science or Computer Engineering with strong emphasis on AI and ML
- Familiarity with good SW practices and development, including code quality, version control
- Very strong with ML frameworks such as Pytorch, or Tensorflow
- Good understanding of Transformer architectures, attention mechanisms, multi-modal foundation models, diffusion policies, fine-tuning, model distillation, mixture of experts
- Strong ability to debug and determine requirements for AI models in terms of data, training, and evaluation
- Up to date with research literature and recent ML techniques and methodologies
Soft Requirements
- Enjoys solving less-defined and complex problems
- Publications at top conferences