Star Pubs, part of HEINEKEN UK, is looking for a Machine Learning Engineer to join the Digital & Technology Team within the HEINEKEN Global Shared Services Center. In this role, you will focus on developing production-level machine learning infrastructure, libraries, and algorithms to help digitalize and integrate our processes.
What You'll Do
- Develop production-level ML libraries and algorithms for existing and future products.
- Write code to enhance machine learning capabilities.
- Review code developed by other team members, providing feedback and insights.
- Develop and improve the infrastructure used for building and deploying machine learning models.
- Improve pipelines for data ingestion and feature engineering.
- Design and implement processes for end-to-end management of machine learning pipelines.
- Build data processing pipelines, large-scale machine learning systems, and big data technologies.
- Develop and implement scalable and efficient model training workflows on a large scale.
- Apply professional software engineering and best practices for the full software development life cycle.
- Write clean, efficient, documented, and scalable code.
What We're Looking For
- At least 3 years of experience applying Machine Learning in the industry.
- Experience writing production code for machine learning models.
- Experience related to using ML infrastructure at scale.
- Very good coding skills and software development experience.
- Fluency in Python programming.
- Working knowledge of Databricks and PySpark.
- End-to-end hands-on experience building data processing pipelines, large-scale machine learning systems, and big data technologies (e.g., Hadoop, Spark).
- Fluency in extracting information from databases and good SQL skills.
- Understanding of fundamental data science concepts and experience with common tooling and packages used for machine learning.
- Knowledge of application architectures and design patterns.
Technical Stack
- Python
- Databricks
- PySpark
- Hadoop
- Spark
- SQL
Team & Environment
You will be part of the Digital & Technology Team (D&T) within the HEINEKEN Global Shared Services Center.
Work Mode
This role is hybrid.
Star Pubs and HEINEKEN are committed to making Heineken the most connected brewery, focusing on digitalizing and integrating processes, ensuring best-in-class technology, and embedding a data-driven culture.
