ML Eng./Data Science Python Developer

Axiom Software Solutions Limited; Sant Cugat del Vallès; Híbrido; EUR 60.000 - 80.000; Jornada completa

Descripción de la vacante

A technology solutions provider located in Sant Cugat, Barcelona, is seeking an experienced ML Eng./Data Science Python Developer to enhance and optimize their internal Python library, develop new tools, and standardize data pipelines. Ideal candidates will have over 8 years of experience, strong Python skills, and familiarity with essential data science libraries. This role offers a hybrid work model.

Formación

• 8+ years of experience in a related role.
• Deep knowledge of Python libraries and unit testing frameworks.
• Experience with production-grade Python code.

Responsabilidades

• Improve internal Python library for model deployment.
• Develop Optimization Library from proof of concept.
• Standardize data pipelines for forecast models.

Conocimientos

Strong programming skills in Python

Knowledge of algorithms and data structures

Experience with Scikit-learn and Pandas

Familiarity with GitHub

Excellent communication skills

Educación

Bachelor's or Master's degree in Computer Science or Data Science

Herramientas

Python libraries (Scikit-learn, NumPy, Pandas)

Databricks

Descripción del empleo

Job Title: ML Eng./Data Science Python Developer

Location: Sant Cugat, Barcelona, Spain

Job Type : Full Time/Permanent

Work Mode: Hybrid work – 2 days in a week at office.

Job Description:

In this role, you will:

1. Improve our internal Python library used for model deployments by adding new features, cleaning up code, optimizing performance, and expanding unit testing.
2. Develop our Optimization Library from a proof of concept to a fully standardized tool for deploying optimization.
3. 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 bachelor’s or master’s 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 Python’s 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
• Knowledge of pricing algorithms and demand forecasting models.