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Data Scientist
3 months ago
At AXA we're transforming the customer “insurance claim” journey by deploying machine learning models so that we get faster and improved decision making at key interaction points. This role is essential to the Advanced Claims Analytics programme that is driving this change. Specifically, this programme is designed to embed a data driven, intelligence led decision making into the culture and way of working in Claims. It will deliver significant indemnity savings, efficiency benefits and improved customer outcomes using machine learning.
As a Data Scientist within the Claims Analytics team, you'll be building end-to-end data science solutions that directly benefit the customers claims journey. This is an exciting time to join as you will leverage our cloud-based data lake, design our advanced machine learning and influence the business in respect to its understanding and use of data.
At AXA we work smart, empowering our people to balance their time between home and the office in a way that works best for them, their team and our customers. You'll work at least 40% of your week away from home, either at one of our office locations, visiting clients or attending industry events.
What you'll be doing:
Scope out the business problem and proving value via Exploratory Data Analysis to demonstrate the value of an ML approach.
Create and productionise machine learning models using python, ML libraries, and Databricks.
Process large scale data from our data lakehouse.
Apply MLOps, AutoML, model explainability best practices.
Present the results to stakeholders in an intuitive way and assisting the long-term tracking of the model performance to demonstrate value of the product.
Due to the number of applications we expect to receive for this role, we reserve the right to close this advert earlier than the listed closing date to ensure we're able to effectively manage interest. Therefore, if you're interested in joining us at AXA, please don't hesitate to apply.
About you
What we’re looking for:
Proficient in ensemble and regression modelling techniques.
Knowledge of NLP techniques such as NLI, Q&A answering using LLMs.
Working knowledge of deep learning libraries such as PyTorch or tensorflow.
Demonstratable Python experience including coding in Jupyter Notebooks and also the ability to write productionised code, for example, a Flask API to serve a model.
Ability to demonstrate the regular use of Version Control software e.g. git.
Somebody who can draw out information from data, then by working with operational stakeholders propose how a machine learning model could benefit the process, and finally building the model to realise the benefit.
Experience using PySpark to process large scale data would be advantageous, particularly use within the Databricks platform.
Familiarity with insurance claims data is preferred but not essential.
As a precondition of employment for this role, you must be eligible and authorised to work in the United Kingdom.
What we offer
At AXA UK, we’re appreciative of the people who work for us and our rewards package is reviewed regularly to reflect that. You can expect to receive:
Competitive annual salary of up to £45,000 dependent on experience
Annual company & performance-based bonus
Contributory pension scheme (up to 12% employer contributions)
Life Assurance (up to 10 x annual salary)
25 days annual leave plus Bank Holidays
Opportunity to buy up to 5 extra days leave or sell up to 5 days leave
AXA employee discounts
Gym benefits
To apply, click on the ‘apply for this job’ button, you’ll then need to log in or create a profile to submit your CV. We’re proud to be an Equal Opportunities Employer and don’t discriminate against employees or potential employees based on protected characteristics. If you have a long term health condition or disability and require reasonable adjustments during the application or interview process, we’re proud to offer access to the AXA Accessibility Concierge. For our support, please send an email to leanne.white@axa-insurance.co.uk.
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About AXA
With a presence in over 60 countries, and 165,000 employees serving the needs of 107 million customers, AXA is big.
But never too big to care for every single person who works here. So when you join us, we promise to put our collective might behind you and your career.
You’ll work in an open and supportive environment where you’ll be developed, challenged and encouraged to move around to achieve even bigger and better things – nationally and internationally. You’ll learn directly from senior leaders, from the best in our business. And you’ll enjoy real responsibility, really early on.
Every large company today talks about supporting diversity and inclusion. But at AXA UK, these values form an integral part of everything we do. For us, it’s about bringing together the best talent, helping people to realise their full potential by being 100% themselves at work and delivering outstanding service to everyone – regardless of difference.
AXA UK Support Functions power AXA’s three customer-facing business units, providing the infrastructure, support and expertise to ensure our customers can always count on us. Whether you’ve got heaps of experience and qualifications behind you, or you’re just starting out, we’ll give you the support and opportunities to help you grow and develop with confidence.
