Machine Learning Solutions Developer

1 day ago

London, Greater London, United Kingdom STARK Building Materials UK Ltd Full time

Are you a skilled Machine Learning Engineer looking for a new challenge? Do you have experience working with large datasets and big data architectures? We are STARK Building Materials UK Ltd, a leading building materials distributor in Northern Europe, and we are currently seeking a Senior Machine Learning Engineer to join our remote team in the UK.

We offer a competitive salary of £85,000 - £110,000 per annum, as well as a wide range of benefits including discretionary bonus, voluntary benefits, health and wellbeing services, employee discounts, access to discounts with hundreds of high street and online retailers, retirement savings plan, life assurance, and enhanced maternity/paternity/adoption leave.

The successful candidate will be responsible for designing, developing and deploying AI solutions on a product basis and contributing to the progress of the AI and Advanced Analytics team. This includes setting direction, collaborating with other data areas, partners and the wider business to transform AI prototypes into production, and having responsibility for the management and improvement of deployed models and data pipelines.

Responsibilities:

  • Design and develop overall AI systems using data science and software engineering best practices and techniques to increase profit, decrease cost and optimize workflow of Stark Group.
  • Work on a range of projects across the business from Supply Chain to Marketing to positively impact financial performance.
  • Collaborate and direct Data Scientists to turn prototypes into production-grade AI systems, increasing efficiency in the production of outputs and ensuring that the business has the most up-to-date data available upon which to base key decisions.
  • Write production-grade Python and SQL for feature engineering and model pipelines, incorporating best practices such as packaging, unit testing, version control and logging to ensure that the software we deliver is of high quality, extensible, and reproducible.
  • Collaborate with digital areas to ensure interpretability and reliability of AI systems, reducing the need for costly manual intervention.
  • Contribute to and improve overall team standards and best practices to improve the quality and efficiency of how the team operates and our outputs. Innovate to drive best practices for data within Stark through the use of new technologies, Machine Learning and AI, bringing other areas along with us.
  • Lead on collaborative knowledge sharing and improvements to working practices in order to further personal development and data science within Stark.
  • Nurture and develop good working relationships with the team, project stakeholders and customers to ensure smooth product delivery.
  • Experience in a hands-on developer role within an AI team.
  • Previous programming experience with data in Python and SQL, ideally in Software Engineering, Data Engineering or Data Science.
  • Knowledge and experience of the Python data & AI stack.
  • Experience of MLOps and associated tools such as Azure DevOps/Github, MLFlow, Azure ML.
  • Experience working with large datasets/big data architectures;
  • Experience playing a lead role on technical AI projects.

Desirable:

  • Experience of Data & AI with Azure, particularly Azure ML.

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