Senior Data Scientist (m/f/x) at Allianz Direct Spain
MADRID, M, ES, 28043
About us:
The world around us is changing rapidly and so is the insurance industry. Now’s the right time to make a bold move and shape the future of insurance – this is Allianz Direct! As a pan-European online insurer of the Allianz Group, launched in 2019, Allianz Direct is on its mission to become the most customer-oriented and efficient insurer on the market. Allianz Direct is truly changing the face of insurance, in customer experience, and in technology, processes, people and culture.
An international team of business experts and engineers who live and breathe an agile way of working, are seeking to improve and change the way you do insurance. Driven by customer obsession and love for data, Allianz Direct strives for delivering an exceptional experience with a personal touch.
So, what makes Allianz Direct so unique? We believe in the power of simplicity and convenience and by doing so we have managed to set new standards when it comes to online insurance. We are a fast-growing technology company with an insurance license.
Job Purpose/Role
The machine learning engineering chapter at Allianz Direct is a global team consisting of experienced data scientists / machine learning engineers that have been pioneering new use cases in insurance and building a modern machine learning platform. The team is responsible for the development, deployment, and maintenance of machine learning models in all 5 countries where Allianz Direct is currently active. We are looking for a senior data scientist / machine learning engineer to grow the team, to build and deploy machine learning solutions to serve business needs.
Key Responsibilities:
You will get to:
- Work with experienced data scientists / ML engineers and focus on building one or two machine learning solutions at a time. Develop your models end-to-end, from ideation with business stakeholders to deployment and monitoring.
- Dive into a range of challenging modelling problems around our pricing engine, claim processes, customer contact center and operations. You can expect to tackle problems using classification, regression, anomaly detection, survival modelling, time series and large language models.
- Utilize our mature next generation data platform hosted on Databricks, containing well organized data across all Allianz Direct countries.
- Help to extend our machine learning platform used for development and deployment of a range of models, in both batch and API inference modes.
- Collaborate with dev engineers to embed a deployed model into company processes.
- Contribute to our continuously evolving way of working and internal packages, as well as benefit from and contribute to our weekly knowledge sharing sessions.
- Work on a modern tech stack. We use Python, Databricks, AzureML, MLflow and can leverage shared compute for large training jobs.
- Work together with diverse international colleagues based in Spain, Netherlands, Germany, Italy, and France.
Qualifications:
- Academic degree (MSc or PhD), preferably in a relevant technical field such as computer science, data science, physics, econometrics, or engineering.
- A strong foundation in machine learning theory. You know how to properly apply a wide range of algorithms for classification, regression, and other data science problems.
- At least 4 years of experience in a similar data science or ML engineering role.
- A love for coding. Programming experience in Python is required and you are familiar with libraries like pandas/scikit-learn, and have experience doing hyper parameter tuning for a diverse set of models including boosting models.
- Experience with MLOps on Databricks or experience within the insurance business are a strong plus.
- You are a self-learner. You are eager to keep developing and improving, and stay on top of the latest developments. You enjoy both sharing knowledge and learning from others.
- Fluent in English. Able to communicate complex topics in a clear and precise manner to audiences with different backgrounds and at different levels.
81693 | IT & Tech Engineering | Professional | Allianz Direct | Full-Time | Permanent
Allianz Group is one of the most trusted insurance and asset management companies in the world. Caring for our employees, their ambitions, dreams and challenges, is what makes us a unique employer. Together we can build an environment where everyone feels empowered and has the confidence to explore, to grow and to shape a better future for our customers and the world around us.
We at Allianz believe in a diverse and inclusive workforce and are proud to be an equal opportunity employer. We encourage you to bring your whole self to work, no matter where you are from, what you look like, who you love or what you believe in. We therefore welcome applications regardless of ethnicity or cultural background, age, gender, nationality, religion, disability or sexual orientation.
Great to have you on board. Let's care for tomorrow.