Requirements: English
Company: ScaleneWorks People Solutions LLP
Region: Sant Cugat del Valls , Catalonia
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We are looking for a ML Eng./Data Science Python Developer, for our well-known client.
Location: Sant Cugat, Barcelona
Type of Work: hybrid work, 2 days from office (Sant Cugat)
Employment Contract
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 maintained
- Write well-structured, efficient, and maintainable Python code, following best practices and company coding standards
- Thoroughly test the new Python code, identify and resolve any bugs or issues, and ensure the results are consistent with the original implementation
- Create clear documentation for the migrated Python code including comments, user guides, and technical specifications
- Standardize 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 bachelors or masters degree in computer science, Data Science, or a related field
- At least 8 years of experience in a related role
- Knowledge of algorithms, data structures, and best practices in software development
- Strong programming skills in Python and experience with production grade python code
- Deep knowledge of Python libraries such as Scikit-learn, PySpark, NumPy, Pandas
- Familiarity with Pythons unit testing framework (currently using pytest)
- Experience collaborating and using Github
- Excellent communication and teamwork skills, with a strong attention to detail
- Prior experience working with Databricks
Preferred Skills:
- Prior experience with operationalization of ML models
- Prior 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 pipelines