California Jobs
Data Analyst - AI
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Job Description
- Req#: 32473142872
- Build data pipelines for natural language processing from Sentient Chat logs, analyze feedback, and extract product-level insights.
- Run public and private benchmarks on internal AI sub-systems to assess performance across prototypes and competing products.
- Own and compile custom datasets to define acceptance criteria throughout the product development lifecycle.
- Conduct basic market research to suggest ways to improve AI performance on target metrics.
- Organize scripts and data to present concrete AI failure cases and identify improvement areas.
- Experience in AI/ML: 2+ years of hands-on experience in data analysis, machine learning, or a related field, with a focus on natural language processing (NLP) and/or generative AI.
- Technical Skills: Strong proficiency in Python, with experience in libraries such as PyTorch, NumPy, and pandas.
- Data Analysis: Proven ability to collect, analyze, and interpret large datasets, with experience in data profiling and evaluation.
- Problem-Solving: Excellent problem-solving and analytical skills, with a proactive approach to challenges and a strong foundation in data science. Ability to derive and answer product-level questions to improve the end-consumer experience.
Responsibilities:
Requirements:
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