3 дня назад
Expert Applied Scientist (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Expert Applied Scientist (ML/Python): Designing and deploying ML and data-driven solutions to detect and reduce map quality issues with an accent on data drift and feature distribution shifts. Focus on productionizing models, optimizing data pipelines, and building end-to-end automated workflows.
Location: Must be based in Lodz, Poland
Company
is a global provider of advanced map and navigation products and services.
What you will do
- Design and deploy ML solutions to detect, validate, and reduce map quality issues.
- Define data analysis and model evaluation standards using advanced and segmented performance metrics.
- Lead the productionization of models and data pipelines in collaboration with engineering teams.
- Build and improve end-to-end automated workflows from issue detection to resolution.
- Perform code reviews and optimize solutions to ensure they are production-ready.
- Mentor junior 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 supervised, unsupervised, and dimensionality reduction ML techniques.
- Excellent Python skills and experience with large-scale data processing using Spark.
- Proven track record of building and deploying ML solutions and data pipelines in production.
- Strong communication skills for explaining complex concepts to diverse stakeholders.
- Location: Must be based in Lodz, Poland
Nice to have
- Experience with geospatial or road network data.
- Experience with ML experimentation and monitoring tools such as MLflow or Databricks.
- Experience with Java and related technologies.
Culture & Benefits
- Leadership opportunities available to all employees.
- Professional development via hackathons, developer days, and learning programs.
- Highly international work environment with 80+ nationalities.
- Global presence with offices in over 20 countries.
Будьте осторожны: если работодатель просит войти в их систему, используя iCloud/Google, прислать код/пароль, запустить код/ПО, не делайте этого - это мошенники. Обязательно жмите "Пожаловаться" или пишите в поддержку. Подробнее в гайде →