Staff AI Researcher
New
Remote, United StatesFull-TimeStaff
Salary not disclosed
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Job Details
- Experience
- 8+ years of relevant machine learning and statistical analysis experience; 3+ years of relevant deep learning and LLM work experience.
- Required Skills
- PythonMachine LearningMLFlowPyTorchSparkTensorflowDatabricksDeep LearningLLM
Requirements
- BS/BTech (or higher) in Computer Science or a related field.
- 8+ years of relevant machine learning and statistical analysis experience.
- 3+ years of relevant deep learning and LLM work experience.
- 3+ years of Python language experience.
- Experience in addressing challenges from incomplete, unrepresentative, and mislabeled data.
- Experience working with large-scale distributed systems and statistical software (e.g. Spark).
- 3+ years of demonstrated proficiency in selecting tools for data optimization.
Responsibilities
- Build working prototypes using off-the-shelf and novel AI techniques.
- Solve difficult, non-routine analysis problems using large, complex data sets.
- Re-design current pipelines and systems to meet growing data and query needs.
- Implement techniques for fine-tuning and adapting pre-trained generative models.
- Develop evaluation metrics and benchmarks to assess AI/ML model quality.
- Design and implement feature engineering pipelines for model optimization.
- Set standards for engineering processes including style/code checks and test harnesses.
- Deliver POC solutions addressing speed, scalability, and time-to-market tradeoffs.
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