Senior Applied Scientist (ADAS)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Senior Applied Scientist (ADAS): Developing high-quality algorithms and ML software for HD maps with an accent on geospatial geometry, signal processing, and large-scale data pipelines. Focus on designing, implementing, and integrating ML systems into production to improve output quality for ADAS and autonomous driving applications.
Location: Must be based in or able to work from the office in Amsterdam, Netherlands (Hybrid: 2 days/week in office)
Company
is a global leader in location technology, revolutionizing navigation and mapping through real-time data and advanced ADAS solutions for major automotive and tech partners.
What you will do
- Develop and integrate ML algorithms and data pipelines for HD maps from experimentation to production.
- Improve output quality metrics including recall, precision, latency, and cost.
- Solve complex technical challenges involving noisy sensor data, geospatial geometry, and spatial indexing.
- Own end-to-end components within processing pipelines, ensuring validated outputs for downstream consumers.
- Collaborate with senior engineers and applied scientists using agile methodologies.
- Mentor junior engineers and interns while contributing to the hiring process.
Requirements
- 3+ years of professional experience in Applied Science, Machine Learning, or algorithm development.
- Bachelor’s degree in Computer Science, Machine Learning, Computer Vision, or related quantitative field.
- Solid fundamentals in algorithm design, complexity reasoning, and statistics.
- Proficiency in Python and experience with ML frameworks like PyTorch or TensorFlow.
- Experience with large-scale data processing frameworks such as Spark or Databricks.
- Comfortable with written and verbal communication in English.
Nice to have
- Master’s or PhD in a relevant quantitative field.
- Experience with MLOps, dataset generation, or classical ML on sensor data.
- Knowledge of computer vision techniques like detection and segmentation.
Culture & Benefits
- Competitive compensation package with a personal development budget.
- Flexible hybrid work policy with a home office setup and monthly allowance.
- Enhanced parental leave and paid leave for volunteering or caregiving.
- Access to e-learning platforms like O’Reilly and LinkedIn Learning.
- Annual events including company-wide Hackathons and DevDays.
- Inclusive global culture with over 80 nationalities represented.
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