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Data Scientist

1 month ago

Welwyn Garden City, United Kingdom Ocado Group Full time

Data Scientist | ASRS (Automated Storage & Retrieval Systems) | Welwyn Garden City | Hybrid (2 days office) 

Please note that this is a Junior - Mid level position , the ideal candidate will have 1-4 years commercial experience

About us:

Ocado Technology is putting the worlds retailers online using the cloud, robotics, AI, and IoT. We develop the innovative software and systems that power Ocado.com, the worlds largest online-only grocery retailer as well as the global Ocado Smart Platform. With everything from websites to fully autonomous warehouse that we design in-house, our employees need to be specialists in a wide range of technologies to help drive our business. We champion a value-led culture to get our teams working at their very best and to help create a collaborative working environment that our people love. 

About the role:

Data Science is responsible for designing cutting-edge machine learning and optimisation techniques to convert data into important business insights and solutions.

We focus on machine learning and optimisation problems across Ocados Automated Storage And Retrieval Systems looking after our hives of over 10000 robots to optimise their performance and reliability, from predictive maintenance with our vast array of sensor data to computer vision. Our data is stored in Google BigQuery, we work primarily in SQL for data processing, Python for machine learning & use frameworks such as Apache Beam and TensorFlow. 

What we're looking for:

As a Data Scientist you will work closely with the team lead, management, other data scientists & software engineering teams to identify, scope, plan and manage projects, and effectively communicate complex technical issues and findings to a range of technical and non-technical internal audiences. 

You will work on projects in all the areas touched by data science, dealing with complex problems and having a real impact on the operational performance of the company. You will be given autonomy in how you approach these problems and will be encouraged to research and seek out innovative solutions. Wed love to hear from you if you have; 

Experience in building productionised machine learning models at scale with a preference for MVP and iteration. Experience building data processing pipelines. Demonstrated programming ability in two or more of Python and SQL. Experience conducting research and analysis on large data sets and providing rigorous interpretations of the results. The ability to model complex problems mathematically and/or computationally A solid understanding of key statistical concepts.

Bonus points if you also have experience in some or all of the following areas (in no particular order):

Portfolio of past work (applications, analysis, visualisations, blog posts, presentations etc.) Successfully conducted research of significant scope a Masters degree or Ph.D. will be looked on favourably Experience working in robotics, sensor data and time series analysis and computer vision Knowledge of common machine learning toolkits (e.g. scikit-learn). Knowledge of deep learning frameworks (e.g. TensorFlow, Theano, Torch..).

What do I get in return:

30 Day work from anywhere policy +  Remote working for the month of August 25 days annual leave, rising to 27 days after 5 years service (plus optional holiday purchase) Pension scheme (various options available including employer contribution matching up to 7%) Private Medical Insurance 22 weeks paid maternity leave and 6 weeks paid paternity leave (once relevant service requirements complete) Train Ticket loan (interest-free) Cycle to Work Scheme Opportunity to participate in Share save and Buy as You Earn share schemes 15% discount on Ocado.com and free delivery for all employees Income Protection(can be up to 50% of salary for 3 years) and Life Assurance(3 x annual salary) Share Options

#LI-JT1

#LI-OT

About Ocado Group

When our journey started, we were all about changing the way people shop for groceries. 20 years later, were developing our own ground breaking technology, opening multiple sites at an accelerating rate and engaging in exciting new business partnerships around the world

Transforming an industry also means transforming the way we do business. As we continually develop new technologies and customer propositions, were looking for the Everyday Pioneers to lead us into the next stage of our evolution: enhancing our capabilities, inspiring our teams and developing new ways of working.

Changing the way the world shops, for good.

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