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DATA SCIENCE PYTHON DEVELOPER

Descripción de la oferta de empleo

Job Title: ML Eng. /Data Science Python DeveloperLocation: Sant Cugat, near Barcelona, Spain – Hybrid work – 2 days in a week at office.PermanentJob Description: In this role, you will:Improve our internal Python library used for model deployments by adding new features, cleaning up code, optimizing performance, and expanding unit testing.Develop our Optimization Library from a proof of concept to a fully standardized tool for deploying optimization.Standardize and streamline the data pipelines used for our forecast models. Responsibilities:Develop a detailed plan for refactoring/optimizing the code in Python while ensuring its functionality and performance are maintainedWrite well-structured, efficient, and maintainable Python code, following best practices and company coding standardsThoroughly test the new Python code, identify and resolve any bugs or issues, and ensure the results are consistent with the original implementationCreate clear documentation for the migrated Python code including comments, user guides, and technical specificationsStandardize and streamline the data pipelines used for our forecast models in PAT while defining and recommending the team best practices.Communicate progress and challenges effectively with the project team and stakeholders Required Skills:A bachelor’s or master’s degree in computer science, Data Science, or a related fieldAt least 8 years of experience in a related roleKnowledge of algorithms, data structures, and best practices in software developmentStrong programming skills in Python and experience with production grade python codeDeep knowledge of Python libraries such as Scikit-learn, PySpark, NumPy, PandasFamiliarity with Python’s unit testing framework (currently using pytest)Experience collaborating and using GithubExcellent communication and teamwork skills, with a strong attention to detailPrior experience working with Databricks Preferred Skills:Prior experience with operationalization of ML modelsPrior experience with ML models and collaborating with DS teams.Familiarity with R programming language. This role might require to migrate some R code to Python/PySpark.Experience with production grade pipelines and ideally with Databricks Delta Live tables or any other declarative pipelinesKnowledge of pricing algorithms and demand forecasting models
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Detalles de la oferta

Empresa
  • PURVIEW
Localidad
  • En toda España
Dirección
  • Sin especificar - Sin especificar
Fecha de publicación
  • 23/03/2025
Fecha de expiración
  • 21/06/2025
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