Senior Python Engineer - Healthtech
V
VesyntaHealthtech
Amman, Amman Governorate, Jordan. Cairo, Cairo Governorate, Egypt. Warsaw, Masovian Voivodeship, Poland. Belgrade, Vojvodina, Serbia. Kyiv, Kyiv City, Ukraine. Bucharest, Bucharest, RomaniaFull-TimeSenior
Salary not disclosed
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Job Details
- Experience
- 5+ years
- Required Skills
- PythonNumpyFastAPIgRPCPandasR
Requirements
- 5+ years of backend software engineering focusing on computationally heavy, pure Python environments
- Expert-level Python with deep knowledge of the Python Data Model
- Strict typing protocols (mypy)
- Memory lifecycle management (GC, profiling via tracemalloc)
- High proficiency in NumPy
- High proficiency in SciPy
- High proficiency in Pandas
- Proven ability to translate advanced mathematical equations and scientific pseudocode into performant, rigorously unit-tested algorithms directly from logic specifications
- High comfort level reading from, building, and contributing directly to Mermaid.js UML and flow charts
Responsibilities
- Develop the core computational modules for the pharmacometrics engine
- Translate complex scientific models into production-ready software to personalise dosing for children undergoing cancer care
- Write custom, highly efficient modules using vectorised operations (numpy, pandas, attrs) to calculate critical clinical metrics
- Engage directly with internal software design processes, actively contributing to and following Mermaid.js UML and flow charts for architecture and pipelines
- Read and translate advanced mathematical equations into robust code, backed by strict unit testing against hand-calculated 'golden' datasets
- Own the integration of Python models with an industry-standard R backend (via rpy2), exposing them securely through FastAPI and gRPC
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