Senior Software Engineer, Machine Learning
6 dni temu
technologies-expected :
Python
Git
Splunk
Grafana
Apache Spark
Microsoft Azure
about-project :
Within Tesco Data Science & Analytics, we help our customers and the communities where we operate get the most value from data. We build and run Tesco’s data platforms, we architect and engineer data onto these platforms, provide capabilities and tools to the analytics community across Tesco, and develop data products at scale.
Our Data Science team are involved in a broad range of projects, spanning across supply chain, logistics, store and online. These include projects in the areas of Operations Optimizations, Commercial Decision Support (e.g. Forecasting and Range Optimization), Online (e.g. Search and Recommendation) and Intelligent Edge (e.g. Computer Vision). Our Machine Learning Engineers work alongside our data scientists, helping with everything from development of tools and platforms, code optimization through to deployment of solutions on the edge, cloud and big-data environments.
responsibilities :
We are looking for an experienced Machine Learning Engineer, to join our growing Data Science Engineering team. You’ll work with other engineers, data scientists, product managers, systems engineers, and analytics professionals to help deliver valuable and innovative outcomes for our customers. You’ll work within and across our Engineering and Data Science teams, delivering scalable products that improve how we serve our customers and run our operations.
This role would suit someone with previous experience working as a ML Engineer or a Software Engineer.
You will be responsible for:
Participating in group discussions on system design and architecture
Working with product teams to communicate and translate needs into technical requirements
Working alongside our Data Scientists, Software Engineers and Product teams across the software lifecycle
Delivering high quality code and solutions, bringing solutions into production
Performing code reviews to optimize technical performance of data science solutions.
Supporting production systems, resolving incidents, and performing root cause analysis
Continually look for how we can evolve and improve our technology, processes and practices
Sharing knowledge with the wider engineering community
Applying SDLC practices to create and release robust software
requirements-expected :
You come from either a Software Engineering or ML Engineering background with a good understanding Programming (Python), Machine Learning and MLOps and bringing data science solutions into production.
4-5 years of experience working as Software Engineer. Experience working in Machine Learning projects is beneficial.
Search and recommendation experience is desirable but not essential
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 would be an advantage e.g. feature stores and model lifecycle management.
Customer focus with the right balance between outcome delivery and technical excellence.
The ability to apply technical skills and know-how to solving real world business problems.
Demonstratable experience of building scalable and resilient systems.
Commercial experience contributing to the success of high impact Data Science projects within complex organisations.
An analytical mind set and the ability to tackle specific business problems.
Use of version control (Git) and related software lifecycle tooling.
Experience with tooling for monitoring, logging and alerting e.g. Splunk or Grafana.
Understanding of common data structures and algorithms.
Experience working with open-source Data-Science environments.
Knowledge of open source big-data technologies such as Apache Spark.
Experience building solutions that run in the cloud, ideally Azure.
Experience with software development methodologies including Scrum & Kanban.
offered :
Permanent contract from the go – as a sign of our trust in your abilities
MacBook as your tool for work
Learning opportunities - certified technical training and learning platforms like Udemy, Pluralsight and O’reily
Referral Bonus
Sports activities with a personal trainer in the office
Additional 4 days of paid leave to support your well-being and family life
Up to 20% yearly salary bonus – based on both individual and business performance
Private healthcare (LuxMed)
Cafeteria & Multisport
Supporting those, who are not yet eligible for full holiday entitlement, by expanding their pool from 20 to 25 days
Relocation Help
Heightened income costs (KUP)
benefits :
sharing the costs of sports activities
private medical care
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