ML Eng./Data Science Python Developer

hace 18 horas

Sant Cugat del Vallès, España Axiom Software Solutions Limited A tiempo completo

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.

#J-18808-Ljbffr

  • ML Eng./Data Science Python Developer

    hace 1 semana

    Sant Cugat del Vallès, España Axiom Software Solutions Limited A tiempo completo

    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...

  • ML Eng./Data Science Python Developer

    hace 7 días

    Sant Cugat, España Axiom Software Solutions Limited A tiempo completo

    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...

  • ML Eng./Data Science Python Developer

    hace 7 días

    Sant Cugat, España Axiom Software Solutions Limited A tiempo completo

    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...

  • ML Eng./Data Science Python Developer

    hace 2 semanas

    Sant Cugat, Barcelona, España Axiom Software Solutions Limited A tiempo completo

    Job Title: ML Eng./Data Science Python DeveloperLocation: Sant Cugat, Barcelona, Spain Job Type : Full Time/PermanentWork 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...

  • Business Analyst

    hace 5 días

    Sant Cugat del Vallès, Barcelona provincia, España Adroit People A tiempo completo

    **(working experience in business analysis, project management skills being a plus)** - Must be, at least, intermediate in Python. - Extensive knowledge of Excel, PowerPoint and Powerbi. **Experience required includes**: Experience in deploying ML and data science solutions. Project management certifications: PMI, Agile **Job Types**: Full-time,...

  • Data Science Manager

    hace 2 días

    Sant Cugat, Barcelona, España HP A tiempo completo

    As the Data Science Manager, you will oversee a team focused on ensuring the pricing model remains accurate, reliable, and continuously optimized and aligned with business goals. Continuous Model Retraining: Maintain agility by retraining models to quickly reflect market and competitive dynamics. Cross-Functional Collaboration: Act as the primary liaison...

  • Data Science Manager

    hace 5 horas

    Sant Cugat, España HP A tiempo completo

    As the Data Science Manager, you will oversee a team focused on ensuring the pricing model remains accurate, reliable, and continuously optimized and aligned with business goals. Continuous Model Retraining: Maintain agility by retraining models to quickly reflect market and competitive dynamics. Cross-Functional Collaboration: Act as the primary liaison...

  • Data Science Manager

    hace 5 horas

    Sant Cugat, España HP A tiempo completo

    Data Science Manager - PricingDescription - About the Role We are looking for a "Data Science Manager - Pricing"  to lead the team responsible for the operational excellence of HP's worldwide machine learning-based pricing model. This model determines optimal prices for hundreds of thousands of products every day, driving critical business decisions across...

  • Data Science Manager

    hace 2 días

    Sant Cugat, Barcelona, España HP A tiempo completo

    Data Science Manager - PricingDescription - About the Role We are looking for a "Data Science Manager - Pricing" to lead the team responsible for the operational excellence of HP's worldwide machine learning-based pricing model. This model determines optimal prices for hundreds of thousands of products every day, driving critical business decisions across...

  • Sr. Ml Cloud Engineer

    hace 1 semana

    Sant Cugat del Vallès, España Hewlett Packard A tiempo completo

    Position Background: In the Go To Market Analytics Centre of Excellence our mission is to deliver impact by building machine learning products to optimize pricing and marketing investments and provide guidance to our sales organization. The products we are building are of high value to the company, with the ambition to affect the pricing decisions and...