Sr Data Scientist (Predictive analytics)

What's the role?

We are seeking a highly skilled and motivated Data Scientist to join our team. As a Data Scientist, you will develop and implement logic and algorithms to generate hazard events using vehicle sensor data. This role is pivotal in enhancing vehicle safety and operational efficiency by leveraging data science techniques to predict and identify potential hazards.

• Data Analysis & Interpretation - Analyse large datasets from vehicle sensors to identify patterns, trends, and anomalies related to hazard events.
• Develop, implement, and optimise algorithms to detect and predict hazard events. Utilise machine learning, statistical modelling, and data mining techniques to enhance prediction accuracy.
• Create and validate predictive models to simulate various driving conditions and potential hazards.
• Work closely with cross-functional teams, including engineers, product managers, and stakeholders, to understand requirements and deliver solutions.
• Stay updated with the latest advancements in data science, machine learning, and vehicle sensor technology.

Who are you?

A data scientist with experience in real-world data analysis and algorithm development for commercially profitable products. You excel in using clustering algorithms, designing mathematical models from first principles, and staying current with state-of-the-art machine learning techniques.

• Master’s or Ph.D. in computational science or engineering with 5+ years of professional experience.
• Understanding of statistical analysis of data and mathematical modelling
• Knowledge of Clustering, Regression, Forecasting
• Proficiency in Python and Machine Learning techniques (Prediction, classification)
• Experience with the AWS AI/ML tech stack
• Strong communication skills to interact with both technical and non-technical stakeholders.
•   Ability to specify, explain, and execute modelling solutions in collaboration with other data scientists and engineers.

Nice to Have:

• Deep learning
• Computer vision
• AWS Sagemaker

HERE is an equal opportunity employer. We evaluate qualified applicants without regard to race, color, age, gender identity, sexual orientation, marital status, parental status, religion, sex, national origin, disability, veteran status, and other legally protected characteristics.

                                                                                                               YOUR CHANGE IS HERE! 

Who are we?

HERE Technologies is a location data and technology platform company. We empower our customers to achieve better outcomes – from helping a city manage its infrastructure or a business optimize its assets to guiding drivers to their destination safely.

At HERE we take it upon ourselves to be the change we wish to see. We create solutions that fuel innovation, provide opportunity and foster inclusion to improve people’s lives. If you are inspired by an open world and driven to create positive change, join us. Learn more about us on our YouTube Channel.

The Machine Learning team within our Dynamic & Spatial Content Business Unit is dedicated to driving business growth and enhancing content quality through advanced data-driven insights. Leveraging HERE’s extensive data, we aim to deploy cutting-edge machine learning algorithms to improve our product portfolio by analyzing vehicle movement activity.