Principal Software Architecture Director overseeing software architecture and technology strategy at SGI. Providing guidance and mentorship while aligning with business goals in the insurance sector.
About the role
- Software Engineer responsible for data management and algorithm support at Flosonics Medical. Developing systems to enhance data workflows for innovative medical devices like FloPatch.
Responsibilities
- Develop, maintain, and monitor infrastructure that generates ground truth data that is used for algorithm development.
- Maintain and create algorithm datasets to support model training and evaluation, aligning with machine learning best practices.
- Work alongside engineering teams to develop automated reporting systems for stakeholders.
- Maintain dashboards or reports that summarize KPIs.
- Develop and maintain systems that monitor and flag trends in algorithm underperformance to the algorithm development team.
- Maintaining data warehouse architecture & raw data structure
- Maintain and document data definitions, schemas, and contracts.
Requirements
- Bachelor’s degree in Computer Science, Data Science, Software Engineering, Mathematics, Information Systems, Biomedical Engineering or a related field required.
- Master’s degree in Machine Learning, Data Engineering, or a closely related field preferred.
- 5+ years of industry experience in data engineering, machine learning operations (ML Ops), algorithm development, or similar technical roles.
- Demonstrated experience developing and monitoring algorithms used in data labeling, quality control, or automated evaluation systems.
- Strong Python skills (pandas, NumPy, plotly, data processing, scripting).
- Strong SQL skills and experience with relational databases (e.g., PostgreSQL) and data orchestration tools (e.g. DBT, Airflow).
- Experience with dashboard and visualization tools (e.g., Streamlit, Tableau, Dash).
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