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ML Eng. / Data Science Python Developer

TST Groupbarcelona, España

Hace más de 30 días

Descripción del trabajo

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Job Title : ML Eng. / Data Science Python Developer

Location : Sant Cugat, near Barcelona – Hybrid work – 2 days in a week at office.

Employment type – Ful time

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 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

Seniority level

Seniority level Mid-Senior level

Employment type

Employment type Full-time

Job function

Job function Engineering and Information Technology

Industries IT Services and IT Consulting

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DATA SCIENTIST AND MACHINE LEARNING ENGINEER (OPTIMIZATION)

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Python Developer • barcelona, España