Staff Data Engineer (AI)
New
O
OncoLensHealthcare technology
Source API remote eligibility restrictions: United StatesFull-TimeStaff
SalaryCompetitive salary + Bonus; Equity participation
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Job Details
- Required Skills
- PythonSQLMachine LearningData engineeringSpark
Requirements
- Build and maintain data pipelines.
- Have experience with Spark or similar distributed systems.
- Be proficient in Python and SQL.
- Have experience with modern data platforms.
- Have experience operationalizing data systems or models in production.
- Have experience working with or integrating LLMs or modern AI tools.
- Understand probabilistic systems and LLM fundamentals.
- Use AI tools to accelerate development and problem solving.
- Reason about data quality, anomalies, and outputs.
- Communicate proactively and explain how and why you approach problems.
- Work cross-functionally with product, engineering, and data teams.
Responsibilities
- Design and maintain scalable batch and real-time data pipelines.
- Ensure data quality, consistency, and reliability across systems.
- Partner with product and engineering to deliver AI-enabled functionality.
- Deploy, monitor, and troubleshoot LLM-based and ML systems in production.
- Productionize models and workflows into robust, maintainable systems.
- Build validation frameworks and sanity checks for output quality.
- Improve observability, performance, and system reliability.
- Translate loosely defined problems into technical solutions and communicate decisions.
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