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Machine Learning Engineer
3 weeks ago
What you'll do
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.
What you'll need
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
Why else you'll love it here
Wondering what the salary for this role is? Just ask us On a call with one of our recruiters it's something we always cover as we genuinely want to match your experience with the correct salary. The reason why we don't advertise is because we honestly have a degree of flexibility and would never want salary to be a reason why someone doesn't apply to Octopus - what's more important to us is finding the right octofit Octopus Energy is a unique culture . An organisation where people learn, decide, and build quicker. Where people work with autonomy, alongside a wide range of amazing co-owners, on projects that break new ground. We want your hard work to be rewarded with perks you actually care about We won in 2022, on Glassdoor we we're voted and our Group CEO, Greg has recorded and how we empower our people Visit our perks hub - This team will require candidates to work on a hybrid remote basis, coming into our office in Oxford Circus 1-2 days a week. You do also need to be able to work in the UK. We're very excited to be growing our team. We're looking for skills and experience to help shape and define the future of not only our team, but the wider business at a global scale. If you're reading this and grinning, please apply There are huge challenges to tackle, and we need amazing people who are keen to get stuck in. If this sounds like you then we'd love to hear from you. Are you ready for a career with us? We want to ensure you have all the tools and environment you need to unleash your potential. Need any specific accommodations? Whether you require specific accommodations or have a unique preference, let us know, and we'll do what we can to customise your interview process for comfort and maximum magicStudies have shown that some groups of people, like women, are less likely to apply to a role unless they meet 100% of the job requirements. Whoever you are, if you like one of our jobs, we encourage you to apply as you might just be the candidate we hire. Across Octopus, we're looking for genuinely decent people who are honest and empathetic. Our people are our strongest asset and the unique skills and perspectives people bring to the team are the driving force of our success. As an equal opportunity employer, we do not discriminate on the basis of any protected attribute. Our commitment is to provide equal opportunities, an inclusive work environment, and fairness for everyone.-
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