Key Responsibilities:

• Develop innovative algorithms and machine learning models that add value to our data.
• Process and analyse large-scale mobility datasets describing the movement of populations.
• Build and maintain the data pipelines behind your own models within Databricks, from raw ingestion through transformation to production.
• Be self-led in your research of ml models and algorithms to solve interesting and non-standard problems.
• Design impactful data visualizations and insights to communicate your work with stakeholders, both expert and non-technical, across the business.
• Pioneer the use of emerging data science and machine learning techniques and technologies to ensure best practice within the business.

What We Are Looking For:

Required:

• A creative and inquiring mind with considerable problem-solving ability.
• An excellent grasp of advanced mathematic concepts related to DS (e.g. Linear Algebra, Statistics).
• Experience building ML that has been tested in a real-world setting (production/research).
• The ability to work effectively in a team, take and give advice where necessary.
• An advanced degree in a subject with significant statistical or mathematical content or demonstrable technical strength through experience.
• Demonstrable experience in scientific computing (Python preferred).
• Proficiency in SQL and/or PySpark.

Highly Desirable:

• An excellent grasp of DS concepts with emphasis on modern ML techniques.
• Experience building and maintaining production data pipelines, ideally hands-on with Databricks (Delta Lake, Workflows, Unity Catalog) or a similar Spark-based lakehouse platform.
• Familiarity with MLflow or similar tooling for experiment tracking and model deployment.
• Experience accessing and processing structured and unstructured data in AWS.
• Exceptionally good written and verbal presentation skills.
• Understanding of how to create effective visualisations from data.

Desirable:

• Experience with traffic or mobility data.

We are a company filled with people who are passionate about our customers and building products to keep the world moving smarter, safer, and more efficient. Our customers include the world’s leading automakers, some of the most popular consumer brands, and forward thinking cities, states, and countries.

The problems we solve are ground-breaking and present unique and exciting challenges. The company’s product is the value we can add to raw data, and as such is driven by data. We therefore rely on the best algorithmic insights at a scale that makes it truly unique. We need a motivated self-starter, someone eager to learn, who will enjoy this challenging and varied role.

Equality of opportunity is at the heart of our recruitment process. You'll be judged on your suitability for the job and nothing else.

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