
Posted 8 hours ago
Expert Applied Scientist
TomTomExpert Applied Scientist
Requirements
4+ years experience in data science or applied science, Expertise in machine learning, Strong Python skills, Experience with large-scale data processing, Experience building and deploying ML solutions in production
Skills
Machine LearningPythonSpark
About the role
Responsibilities
- Design and deploy ML and data-driven solutions to detect, validate, and reduce map quality issues such as data drift and feature distribution shifts.
- Define and drive data analysis and model evaluation standards, including advanced and segmented performance metrics.
- Lead the productionization of models and data pipelines, working closely with engineers to optimize pipelines.
- Build and improve end-to-end automated workflows to minimize manual processes from issue detection to resolution.
- Perform code reviews and optimization to ensure high-quality, production-ready solutions.
- Mentor and guide less experienced scientists and contribute to the planning of data science initiatives.
Requirements
- 4+ years of experience in data science or applied science roles at a senior level.
- Strong expertise in machine learning, including supervised, unsupervised, and dimensionality reduction techniques.
- Excellent Python skills and experience with large-scale data processing (e.g., Spark, big data environments).
- Proven experience building and deploying data pipelines and ML solutions in production environments.
- Strong communication skills with the ability to explain complex concepts to technical and non-technical stakeholders.
Preferred Qualifications
- Experience working with geospatial or road network data.
- Experience with ML experimentation and monitoring tools such as MLflow or Databricks.
- Proficiency in Java and related technologies.
About the Company
TomTom is a global leader in location technology, providing high-quality maps, real-time traffic information, and advanced driver assistance systems. We engineer the first real-time map to help carmakers, fleets, and tech innovators navigate the world more efficiently.
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TomTom · Łódź
