Empresa: Axiom Software Solutions
Provincia: hibrido
Población:
Descripción:
Job Title: ML Eng./Data Science Python Developer
Employment type – Full time/Permanent.
Location: Sant Cugat, -Barcelona, Spain
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
Tecnologías: python, git, data, spark, excel, lan, pyspark, scikit lean,
Tipo de Contrato:
Indefinido
Salario: 30000 € – 33000 € Bruto/año
Experiencia: Más de 5 años
Funciones: Ingenieros/Industria – Inteligencia Artificial/Machine Learning
Formación mínima:
Licenciado
Descubre más: https://www.tecnoempleo.com/ml-eng-data-science-axiom-software-solutions/python-git-data-spark-excel-l/rf-dc7b105822fee39d524a
