Expert Data Scientist in Machine Learning
Jobber
Jobber is looking for an Expert Data Scientist to enhance ML model quality and evaluation. Focus on building reliable AI systems that truly support small business success in our collaborative culture. As a key member of Jobber's Strategy and Analytics Department, you will play a crucial role in validating and monitoring ML and AI models. This position involves designing evaluation frameworks and applying rigorous testing methods to ensure model efficacy. Collaboration with seasoned professionals enables impactful contributions to both data strategy and production monitoring. Key Responsibilities:
- Design and maintain evaluation frameworks for ML models
- Build comprehensive regression test suites to catch performance issues
- Develop MCP evaluations for assessing model capabilities
- Monitor production ML models with statistical controls
- Document methodologies, ensuring clarity for technical and business teams
- Experience in data science or machine learning environments
- Proficient in Python, including ML libraries and frameworks
- Strong foundation in statistical concepts for model validation
- Experience with LLM evaluation frameworks a plus
- Excellent communication skills with attention to details
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