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Join Numan's Mission to Revolutionize Health Care as a Key Player in Our Data and Analytics Team
Overview
Salary
No salary declared 😔
Location
London,
Nomad Friendly?
In-person- London United Kingdom
Expires
Expires at anytime
Organisation summary
Numan is at the forefront of healthcare innovation, with a comprehensive platform combining diagnostics, medication, supplements, digital programs, and doctor consultations. Founded in 2018, our team of over 200 professionals is dedicated to empowering individuals to take charge of their health. With substantial backing from leading investors and a significant impact on patient care within the UK, Numan is an exciting place for driven individuals looking to make a real difference.
Role Summary
- Developing a deep understanding of Numan's data environment and becoming a key player in data team initiatives.
- Building strong relationships with Product Teams to create insightful reports and analytics.
- Interpreting experimental results and contributing to strategic decisions with long-term impacts.
- Predicting and leveraging customer lifetime value for product and growth strategies.
- Identifying opportunities for cross-selling, upselling, and reducing churn.
- Utilizing text mining techniques for data analysis.
Role Requirements
- Advanced proficiency in Python and familiarity with libraries like Pandas, Numpy, Tensorflow/PyTorch, Scikit Learn, Numba, and SpaCy.
- Extensive experience with the full lifecycle of machine learning model development.
- Competence in deploying ML models in cloud environments and conducting A/B testing.
- Expert-level SQL skills for complex data tasks.
- Commitment to software engineering best practices in data science and analytics.
Diversity at Numan
Numan values diversity and is dedicated to building a respectful, heard, and valued workplace. We encourage innovation through diverse perspectives, striving for an inclusive future where everyone can contribute to changing healthcare for the better.
About Numan
Founded in 2018, we’ve already grown to be a 200+ team distributed across the globe united by a singular mission: empowering people to take control of their health.
Numan is transforming health: we’ve built a cutting-edge platform that integrates diagnostics, medication, supplements, digital programmes, and doctor consultations. Giving people the tools they need to shake off inertia, seize control of their health, and make the most of it.
Backed by top-tier investors, Numan is already having a positive impact on hundreds of thousands of patients here in the UK.
We want you to be part of it.
The Role
As a key member of our dynamic data and analytics team, you will rapidly gain in-depth domain knowledge through close collaboration with business stakeholders. In this role, you're expected to actively engage with our community of data engineers, analysts, and BI professionals, fostering a culture of collaboration, knowledge sharing, and mutual learning.
You will swiftly become a proficient expert in Numan's data landscape, positioning yourself as a valued advocate and representative for our data team. Your expertise will not only contribute to our team's success but also drive informed decision-making across the business.
In short, this is a high-impact role for a highly communicative individual who is commercially astute and wants to be close to the decision-making part of the action. It’s the opportunity to make a difference and shape the data culture of the company that will serve us well for years to come.
You'll be:
- Owning the relationship with the Product Teams in developing reports and analytics
- Ensuring common understanding of performance of experiments (both in-flight and completed) and projected impact on downstream metrics such as LTR and LTV; facilitating a clear narrative for PMs, and Senior Leadership Team
- Predicting LTV of new and existing customers to be leveraged for product and growth interventions
- Identifying customers with high propensities for cross sell, upsell and churn
- Text mining
We’re looking for someone who has:
- Advanced Python Skills, with broad experience of Python libraries and proficiency in Pandas, Numpy, Tensorflow/PyTorch, Scikit Learn, Numba & SpaCy
- A deep understanding of the full life cycle of machine learning model development from feature engineering, training and deployment.
- Experience in productionising ML models in a cloud environment.
- Used tools to facilitate AB testing (Eg Statsig)
- Advanced SQL Skills for data extraction, transformation and feature engineering
- Applied Software Engineering best practices in Data Science & Analytics
Diversity at Numan
At Numan, people are at the heart of who we are. We recognise and value the unique perspectives and experiences that individuals from all backgrounds bring.
We promote innovation and creativity, enabling us to tackle things from various viewpoints and are committed to equal opportunities and continuously strive to create a workplace where everyone feels respected, heard, and valued.
Embracing diversity isn't just our goal; it's our strength, driving us towards a more inclusive future.
