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Senior Software Engineer (Machine Learning - MLOps) for Product Intelligence Team
  • Kraków
Senior Software Engineer (Machine Learning - MLOps) for Product Intelligence Team
Kraków, Kraków, Lesser Poland Voivodeship, Polska
Tesco Technology
5. 11. 2024
Informacje o stanowisku

Senior Software Engineer (Machine Learning - MLOps) for Product Intelligence Team

Miejsce pracy: Kraków

Technologies we use

Expected

  • Python
  • Fine
  • Microsoft Azure

Operating system

  • Windows
  • macOS

About the project

Product Intelligence is part of commercial domain of Tesco. We help our customers and the communities where we operate get the most value from data. We look after Product data and associated entities and try to continuously enrich it. We have an opportunity to make difference in our our customers shop at Tesco . Product data plays crucial role across entire retail domain and enhancing it, creating new offering on top of it unlocks lot of Business values.

Your responsibilities

Were looking for an engineer, preferably with 5-8 years of overall experience with at least 2+ years of relevant experience in developing, deploying, monitoring and AI based solution. You will be working to develop new services for improving Product data quality & Enrichment of Product data. This will involve approaches like using Gen AI & ML for creating these solutions. You will be involved in developing and improving ML algos and also taking it to production by orchestrating the MLOps system and microservice based on Java and python"

Our requirements

  • Strong Software Engineering skills, with experience of different programming languages and a good grasp of at least one language, ideally Python
  • A background or strong understanding of the retail sector, logistics and/or ecommerce would be advantageous but is not required.
  • Awareness of emerging MLOps practices and tooling
  • Model perfromance measurement and Fine tuning
  • Demonstratable experience of building scalable and resilient systems
  • Experience building solutions that run in the cloud, ideally Azure
  • Should have extensive hands-on experience in:
  • custom AI model development (including selection of appropriate pretrained models if any, hyperparameter optimisation and fine-tuning)
  • evaluation of models using the relevant metrics - should be able to justify choice of metrics over others depending on the usecases
  • MLOps for deploying, maintaining & monitoring
  • continuous improvement of models based on feedback loops

This is how we organize our work

This is how we work

  • in house
  • scrum
  • kanban

What we offer

  • Permanent contract from the go – as a sign of our trust in your abilities
  • Up to 20% yearly salary bonus – for employment contract colleagues only – based on both individual and business performance
  • Heightened income costs (KUP)
  • MacBook as your tool for work
  • Private healthcare (LuxMed)
  • Cafeteria & Multisport
  • Sports activities with a personal trainer
  • Learning opportunities - certified technical training and learning platforms like Udemy, Pluralsight and O’reily.
  • Referral Bonus
  • Relocation Help

Hybrid working

This job requires to be based in/close to Kraków. We currently work in a hybrid model and meet in our office 3 days a week.

“Tesco is committed to celebrating diversity and everyone is welcome at Tesco. As a Disability Confident Employer, we’re committed to providing a fully inclusive and accessible recruitment process, allowing candidates the opportunity to thrive and inform us of any reasonable adjustments they may require.”

Tesco Technology

Tesco Technology is multi-functional and specialist team that drives operational excellence of services improves scale for our systems and processes globally and creates business leading capabilities.

We are an agile team of an industry-leading team of engineers. We create the future continuous integration and delivery tools for Colleague and Customer & Loyalty areas, solving problems, and developing new features through quality, scalable, performant, and maintainable technical solutions. The solutions that we are responsible for will have a global reach, impacting hundreds of thousands of Tesco colleagues worldwide.

As Tech Hub we cooperate within the group of Tesco Technology Hubs located in the UK, Poland, Hungary, and India.

  • Praca Kraków
  • Team leader Kraków
  • Product manager Kraków
  • Kraków - Oferty pracy w okolicznych lokalizacjach


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