Machine Learning Engineer, Octopus Energy Group
Water Labs, Kraken Technologies UK
1-2 days a week in office (Oxford Circus, London)
The UK's most awarded energy supplier
Job no longer available
The UK's most awarded energy supplier
1001+ employees
Job no longer available
1-2 days a week in office (Oxford Circus, London)
1001+ employees
Company mission
To make a big green dent in the universe by building a truly sustainable energy system globally.
Role
Who you are
- You have a proven track record with 3+ years of hands-on experience applying machine learning to real-world business challenges within an industry setting
- A solid foundation in the fundamentals of machine learning is a must. You are proficient in exploratory data analysis, model selection, model pipeline development, and the end-to-end process of model deployment and monitoring
- Demonstrated expertise in Python, SQL, common ML, DL and visualisation libraries (pandas, numpy, scikit-learn, tensorflow, pytorch, huggingface, matplotlib etc.), ETL and data modelling
- Experienced in cloud technologies, preferably with AWS
- Strong communication skills are essential. You can articulate complex technical concepts to a diverse range of stakeholders with clarity
- Proficient in software engineering fundamentals including version control and CI/CD pipelines
- Nice to have: experience building NLP products; Kubernetes; dbt
What the job involves
- You'll join a talented team working on research around how to improve water efficiency (e.g. using smart meter data to detect leakages, reduce water consumption etc.); improve customer support efficiency (e.g. using LLM agents to automate actions and replies etc.)
- Design, build, and deploy cutting-edge machine learning systems to address complex business challenges
- Work collaboratively with cross-functional teams including product managers, software engineers, and other stakeholders to deliver exceptional ML products
- Stay at the forefront of technology. Explore and evaluate new technologies to inspire the creation of new ML products and enhance existing ones
- Conduct A/B experiments in collaboration with other teams, analyse results, and iterate to drive continuous improvement
- Embrace ambiguity. As we scale, your role will evolve, and you should be comfortable adapting to changing responsibilities and focus areas
- Our Data/ML stack includes: Python, SQL, pandas, Numpy, AWS, PyTorch, TensorFlow, NLP
- On the server-side, we mainly use Python. Most of our websites are powered by Django, Django-REST-framework and GraphQL (Graphene)
- We use AWS heavily as part of a continuous deployment pipeline. See, for example, Django, ELB health checks and continuous delivery
- Client-side, we use React, htmx and SASS; our mobile apps are built using native code or React Native
Salary benchmarks
Our take
According to Octopus, the energy industry in the UK is ruled by a handful of complacent companies peddling fossil fuels, pricing trickery, and poor customer service. Aiming to disrupt the status quo with sustainable energy, Octopus entered the market in 2016 and now supplies energy to millions of homes in a number of countries. Octopus has made a name for itself in energy circles largely because of its “Kraken” technology platform, which it claims is able to reroute energy from renewable sources around a network far more efficiently than competitors.
Octopus further differentiates itself through its aspiration to make everything as easy as possible for consumers, from the simplicity of their bills and the fact that customers are not locked into a contract, so they can leave at any time, to offering customer service over email and social media at times that suit customers. It aims to make the eco‐friendly choice the easy choice, so all of its tariffs use 100% green electricity, while being cheaper than competitors' non-green tariffs.
Its continually creating innovative new products too. For example, Octopus Tracker, where prices change daily to guarantee you get the market rate; Agile, where the price changes every half hour to enable you to benefit from cheap electricity when the sun shines, the wind blows, and the networks are under-utilised. One of the current challenges the company faces is that its products are more complex than its competitors, given that it uses 1000x more data than traditional energy companies. Because of this, it's exploring ways to explain to customers exactly how their products work.
Kirsty
Company Specialist at Welcome to the Jungle
Insights
Company
Funding (last 2 of 7 rounds)
Dec 2025
$320m
GROWTH EQUITY VC
Dec 2023
$800m
GROWTH EQUITY VC
Total funding: $2.9bn
Company benefits
- Equity Option Scheme
- Pension Scheme: We'll pay 5%. You can decide what you contribute, starting from 3%
- Money Coach: You may want to think about financial planning. The company has an arrangement with Octopus Money Coach . They offer the opportunity to talk with a professional coach
- Holidays: We're all grown ups, so we don't count your holidays here. We work hard and so we know you need to play hard as well (within reason of course)
- Flexible working: We're passionate about a genuine work-life balance here and we don't pay people to watch a clock. Need to catch that school nativity or work from home? That's cool
- Free Breakfast + other stuff: ice lollies if you're lucky)! Weekly on a Friday we all get together (this happens virtually too) for company updates and drinks - we call it Family Dinner
- Tech: We want to get the best out of our people and get that everyone is slightly different. Have a certain tech requirement? We’ll do our best to get it
- Car Salary Sacrifice: Browse the wide selection of electric vehicles and get a sample quote under our workplace salary sacrifice scheme. If approved, the monthly leasing costs are taken directly from your gross salary each month meaning you're saving on paying some tax
- Cycle to Work Scheme: The Cycle to Work Scheme is a cost effective way to “buy” a bike up to a value of £2.5K, which hopefully is enough for a decent commuting bike, even an electric one. This extends to the cost of accessories and safety equipment as well as the bike
- Season Ticket Loan: Commuting to the office on the regs? If you travel more than twice a week, it’s worthwhile getting an annual ticket. With our Season Ticket Loan, you can spread out the cost over 10 months. It’s quick and easy to sort. Once approved and ordered, your season ticket will be posted to you within 5 days or so
- Maternity leave: 16 weeks full pay + 8 weeks half pay + 15 weeks statutory maternity pay
- Paternity leave: 12 weeks full pay
- Private Medical Insurance: Say goodbye to long waiting lists! For anyone who wants some additional peace of mind when it comes to their health, we offer Private Healthcare Insurance at different levels of cover. The monthly costs are taken directly from your gross salary and spread across 12 months. You even save on National Insurance
- Gym & Yoga: You can get up to 25% discount on gym memberships and we have 45 minute live yoga classes open to all Octopus staff twice a week!
- Headspace: Need some calm in your life? We have 'Octopus Headspace Licences' available
- Eye Test: Free eye test vouchers for all colleagues who use Visual Display Units (VDU). Long spells of VDU work can often be visually demanding and can lead to tired eyes, discomfort, temporary short sightedness and headaches
Company HQ
Soho, London, UK
Leadership
Greg Jackson
(Co-Founder & CEO)Previously an Adviser at Ashcombe Advisers for 9 years and a Non-Executive Director at Zopa for 7 years.
James Eddison
(CTO)Previously CEO at Claripoint for 7 years and CTO at Tangent Labs also for 7 years.
Stuart Jackson
(Co-Founder & CFO)Previously a Director of "Foundation" Business Unit at Barclaycard for 2 years and Chief of Staff, Secured Lending SBU at Barclays also for 2 years.
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