remoteonsite
Senior Data Scientist - The Onset
Data Scientist
Senior Data Scientist driving representation learning and embedding pipelines for high‑resolution aerial imagery, applying advanced machine learning and reinforcement learning techniques to enable scalable geospatial AI insights.
About the role
Key Responsibilities
- Design and implement scalable embedding pipelines for large‑scale aerial imagery datasets.
- Develop and evaluate representation learning models, including contrastive and self‑supervised approaches.
- Apply reinforcement learning techniques to optimize downstream analytical tasks.
- Collaborate with imaging engineers to integrate models into the production pipeline.
- Publish findings and present technical insights to cross‑functional teams.
Requirements
- PhD or equivalent experience in machine learning, computer vision, or related fields.
- Proficiency in Python and deep learning frameworks (PyTorch/TensorFlow).
- Strong background in representation learning, embeddings, and reinforcement learning.
- Experience with geospatial data and high‑resolution imagery is highly desirable.
- Excellent communication skills and ability to translate complex concepts to non‑technical stakeholders.
Skills
pythonmachine learningreinforcement learning