Data Modelling Expert
12 hours ago
About Allianz Services
As a leading provider of innovative solutions, Allianz Services is committed to delivering exceptional results through its talented team members.
Job Title: Data Modelling Expert
We are currently seeking a highly skilled Data Modelling Expert to join our Motor Technical Excellence team. This role offers an exciting opportunity to work on planning and delivering models and analysis that underpin the prices we take to market.
Salary Range: $80,000 - $120,000 per annum
About the Role
This is a dynamic position that requires a good understanding of both statistical modelling methods and more innovative machine learning techniques. The successful candidate will play a key role in continually looking to improve data and processes.
Main Responsibilities:
- Assist in planning and carrying out risk model updates
- Work with different teams and stakeholders to achieve an understanding of their needs, data requirements and expected modelling outcomes
- Get hands-on with data from its source right through to modelling and then implementation in rating
- Analyse data, interpret output and communicate results to a non-technical audience
- Build and test Statistical models and machine learning algorithms
- Work with Data Enrichment team to obtain and use third-party and internally-generated data sources to enhance models
- Support the business in the deployment of its data solution
- Assist in coaching and developing other colleagues within the team to ensure constant upskilling
Requirements
To be successful in this role, you will need:
- Solid knowledge of relevant statistical modelling methods – in particular GLMs
- Knowledge of relevant machine learning techniques – in particular GBMs
- Proven experience in working with large data sources
- Good command of Python, SQL, SAS, Databricks or similar coding languages
- Experience of Willis Towers Watson software such as Radar or Emblem
- Good understanding of the various elements of a Technical Price, including business expenses, other costs and actuarial/inflation assumptions
- Good stakeholder management skills, including communication, expectation management and the ability to convey technical concepts to a non-technical audience
- Able to build and maintain relationships throughout both the Pricing Department and the wider business
You will also need to be quick to learn, with the ability to prioritise activities and work accurately to tight deadlines, always remaining responsive to the needs of the business.
Preferred Qualifications
Ideally, you will hold a highly numerate degree and have experience of applying your knowledge in a business environment. A background in General Insurance is essential.
The Details Your role will vary day to day, but here is a bit of what you can expect:
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