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OVO
Senior Data Science Manager (GenAI)
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This role has expired
OVO
Senior Data Science Manager (GenAI)
£80k - £110k
Multiple locations
Hybrid
Description
Hybrid requirements: This role has flexible working patterns.
In the words of the team, you should leave your current role for this one because….
You will have the opportunity to build AI products that directly and meaningfully reduce carbon whilst driving OVO towards its Plan Zero goals. As a growing area of the business that is highly passionate about innovation, there’s real scope for you to craft how we tackle decarbonisation. We have a great team and would really value a strategic leader who can ensure the team’s skills and experience are delivering maximum value for OVO, its customers and the planet.
This role in a nutshell:
Reporting into a Head of Data Science, you will lead a team of data scientists and analysts developing innovative AI capabilities that deliver great business outcomes for our Operational teams. Your team will be responsible for the end to end development of machine learning models, covering prediction, propensity, segmentation, Natural Language Processing, Generative AI (and more!). You’ll be responsible for engaging with different business teams to understand their data science needs and partnerships with your stakeholders. You’ll also support the development of your team through mentoring and achievable career progression plans.
Your key outcomes will be:
Lead and encourage a multidisciplinary Data Science team, including specialists in machine learning, operational research, and data engineering, including the application of generative AI.
Take ownership for the technical delivery of your team’s models and the analytics that support them. This includes ensuring models are well monitored and maintained after release.
Collaborate with your peer group of data science managers to define the frameworks and practices that enable our Machine Learning specialists to have maximum impact.
Work with external partners to tap into expertise and expand our capabilities. Assess ways to improve and supplement the data we collect, as well as the approaches we take.
Champion the value of data science and advise on appropriate use of data in the business, actively exploring innovative approaches, particularly in generative AI
Within your first 3 months month you’ll:
Define a roadmap that ensures your team are delivering value and are aligned with OVO’s goals.
Become the lead representative for the Data team in the Generative AI domain. This will involve attending steer-co meetings, setting up regular touch points with collaborators and handling incoming requests.
Be familiar with the existing Machine Learning products, models and analytics that the team has produced to date.
Contributing to the ways of working with the wider Generative AI Team
You should be familiar with most of these systems and techniques:
SQL, Python, Pytorch, Tensorflow, Google Jax, Langchain
Google Cloud Platform - particularly BigQuery, Vertex-AI, Model Garden, etc.
Github
NLP, Transformers, GPT, PaLM2, etc.
Experience with ONNX/TensorRT would be excellent
You’ll be a successful Senior Data Science Manager at OVO if you…
Have experience leading a Data Science, Machine Learning or AI team, producing ML products, data solutions and tools/insights with true commercial impact.
Enjoy being hands on and encouraging. The ideal candidate will have both theoretical knowledge and hands-on experience in sophisticated data science techniques.
Are skilled in building relationships and handling the priorities of multiple teams.
Have delivered viable ML products in a fast-paced, start-up-like environment.
Role tech stack
OVO
Senior Data Science Manager (GenAI)
£80k - £110k
Bristol
This role has expired