Part-Time Scientific Computing Software Expert

ixolabs.ai

France

À distance

EUR 70 000 - 110 000

Plein temps

14 jours+

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Résumé du poste

ixolabs.ai is seeking a Software Expert (Scientific Computing) to empower AI to generate accurate, efficient, and reliable code for numerical methods, statistical analyses, and complex simulations. You will evaluate AI-generated code for mathematical correctness and stability across Python and R.

The role focuses on reviewing NumPy/SciPy/Pandas workflows, optimizing performance and memory usage, and ensuring parallelization.

Qualifications

7+ years of experience in scientific computing, computational science, or quantitative research.
Expert proficiency in Python with extensive experience using NumPy, SciPy, Pandas, and Matplotlib.
Strong experience with R for statistical analysis and data visualization.
Deep understanding of numerical methods, linear algebra, calculus, and statistics.
Familiarity with parallel computing frameworks (e.g., Dask, MPI) and GPU acceleration (e.g., CuPy) is a plus.
Experience with data visualization tools and libraries (e.g., Seaborn, Plotly).

Responsabilités

Evaluate AI-generated code for scientific computing tasks, ensuring mathematical correctness and numerical stability.
Review implementations using libraries like NumPy, SciPy, and Pandas for data manipulation, statistical analysis, and linear algebra.
Assess AI's ability to generate code for advanced numerical methods, including differential equations, optimization, and signal processing.
Create high-quality training data for statistical modeling, hypothesis testing, and data visualization in Python and R.
Debug and optimize AI-generated scientific code for performance, memory efficiency, and parallelization.
Provide expert feedback on AI's understanding of domain-specific scientific principles and best practices in computational science.