Senior Data Scientist - Geo-Data
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Role details
Tech stack
Job description
- Driving the evolution of our geocoding systems from rule-based logic to ML-based matching and normalization.
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Building and improving confidence and relevance scoring models, including automated false-positive detection.
- Developing and productionizing data-driven solutions to improve geocoding quality.
- Exploring and prototyping new use cases, such as “last meter” challenges.
- Automating benchmarking and evaluation pipelines to measure model performance.
- Driving cross-team initiatives, contributing to the long-term data strategy, and mentoring more junior data scientists.
Requirements
Do you have experience in Python?, * You will be surrounded by like-minded, driven, skilled, and highly motivated people who are keen to contribute to successful solutions., * 5+ years of experience in Data Science with a proven track record of productionizing complex models and tackling geospatial data challenges.
- Strong skills in Python and SQL, combined with hands-on experience in AWS (Athena, Sagemaker), Snowflake, and dbt.
- Practical experience with data orchestration tools (e.g. Airflow or Dagster) and data visualization via Metabase or Quicksight.
- Ability to autonomously develop new strategies from scratch and identify high-impact opportunities within vast datasets.
- Strong ownership mindset and communication skills to drive cross-functional projects and mentor team members.
About the company
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We mean diversity, and we put it in numbers: 130+ people, 36 languages, 35% female (vs. ø26% in the tech industry), ø33 years of age, and yes, we do have Schlager-Fans among us.
- We have a very supportive and appreciative working environment with a lot of autonomy, a flat hierarchy, and professional growth possibilities.
- We work in a hybrid mode, with weekly team days for better collaboration and nurturing interpersonal connections. When onsite, we work in a modern, kid- and pet-friendly Better Space in the heart of Berlin-Kreuzberg.
- Remote work from anywhere for up to 12 weeks in total per year.
- 30 vacation days in a 5-day/week working model.
- Kindergarten grant and a Company Pension scheme.
- Regular team breakfasts, fitness & wellness classes, company runs, and other events. Fruits, snacks, drinks, and coffee with a variety of milk are a given - but yes, we have them.
- Outstanding flexibility we are proud of - and, of course, the best colleagues in the world!
About the team:
Location services are at the heart of any delivery experience, and the Feature team of Better Places tribe is building a world-class solution that integrates multiple providers to get accurate geocoding, enables geocode corrections, and serves relevant information about addresses worldwide. We use open-source and proprietary data and algorithms to build a highly scalable system that serves billions of requests.
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