Machine Learning Engineer
4 weeks ago
Job Type: Permanent
Build a brilliant future with Hiscox
Position: Machine Learning Engineer
Reporting to: Lead Data Scientist
Band: II
Location: York - Hybrid
Introduction
We are seeking an experienced Machine Learning Engineer to join our newly formed data science team. As a key member of our team, you will have the opportunity to shape the data science delivery pipeline by building the infrastructure to acquire data from the data platform, deploy models, maintain, monitor, and upgrade core data science services in both Azure's native platform and in Databricks.
The Role of the Machine Learning Engineer
This is an ideal role for an individual who is passionate about the use of data science to influence decisions and is keen to learn more about delivering value through the use of data.
Key Responsibilities
- Ownership of the deployment framework for all data science services.
- Oversight of the automation of the data science life cycle (dataset build, training, evaluation, deployment, monitoring) when we move to production.
- Good understanding of core data science principles and understanding of challenges of migrating research code into production code.
- Interest and ability to work closely with a team and collaborate on all aspects of the data science and deployment lifecycle.
- Work collaboratively with data scientists, data engineers, and other technical people including pricing teams in order to help support maturation of analytics practice within the organization.
- Writing high-quality Python code using industry best practice for model training and deployment.
Required Skills:
- Strong Python programming skills.
- Good knowledge of software engineering best practice.
- Experience with TDD (pytest or equivalent).
- Experience with cloud-native deployments (currently in Azure).
- Experience with Databricks.
- Experience with managed endpoints, AKS, or equivalent.
- Experience with VCS.
- Experience with CI/CD.
- Understanding/identifying opportunity to apply machine learning knowledge to solve business problems.
- Experience in developing predictive and prescriptive analysis (predictive modeling, machine learning, or data mining) used to draw key business insights and clearly articulate findings for target audience.
Desirable Skills:
- Graduate or Postgraduate qualification or equivalent experience in a relevant discipline e.g. engineering, mathematics, physics, statistics.
- Experience of data science in finance, insurance, or Ecommerce is an advantage but not required.
- Experience with neural networks and TensorFlow, CatBoost, XGBoost, Scikit-learn, Pandas.
Our Technology:
We are currently developing a new data platform in Databricks that encompasses all our UK business unit's data. This data will be managed and made available to the data science team to consume. The ML Engineer will be able to leverage this and extend it to realize full end-to-end data science services.
Rewards:
On top of a competitive salary, we also offer a wide range of benefits.
- 25 days annual leave plus two Hiscox days.
- 4-week paid sabbatical after every 5 years of service.
- Company and personal performance-related bonus.
- Contributory pension.
Other benefits include:
- Money towards gym membership.
- Christmas gift.
- 4 x life insurance.
About Us:
At Hiscox, we care about our people. We hire the best people for the job and are committed to diversity and creating a truly inclusive culture, which we believe drives success.
As an international specialist insurer, we are far removed from the world of mass insurance products, selectively focusing on key areas of expertise and strength, all of which is underpinned by a culture that encourages us to challenge convention and always look for a better way.
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