Manager, Data Science & Research
DoubleVerify · Tel Aviv-Yafo
وصف الوظيفة
About the role
We are looking for a Manager, Data Science & Research to lead a team of experienced Data Scientists while staying hands‑on with model development. The role combines technical execution (≈70% coding) with strategic direction for large‑scale content classification systems across social platforms, web and apps.
Key responsibilities
- Lead development of content classification systems across social platforms (Meta, TikTok, YouTube), web and apps.
- Design and build models for computer vision, NLP and multimodal pipelines.
- Own the full ML lifecycle: data selection, labeling strategy, training, evaluation, and deployment.
- Develop efficient data curation and labeling strategies, including active learning, auto‑labeling and large‑scale sampling.
- Improve model quality while balancing precision/recall, cost, latency and scale.
- Drive automation systems such as auto‑labeling, auto‑curation and retraining loops.
- Apply modern AI approaches including LLMs, embeddings and foundation models to production problems.
- Mentor senior Data Scientists, set technical direction and collaborate with ML Engineering, Product and Policy teams.
Required profile
- Minimum 3 years of experience leading Data Science or ML teams.
- At least 6 years of hands‑on machine learning / deep learning experience.
- Strong background in computer vision and/or natural language processing.
- Proven track record building and deploying production ML systems at scale.
- Deep understanding of real‑world trade‑offs among accuracy, cost and latency.
Required skills
- Python programming.
- Deep learning frameworks: PyTorch and TensorFlow.
- Machine learning libraries: scikit‑learn, OpenCV, HuggingFace.
- Experience with large datasets and model evaluation pipelines.
- Knowledge of active learning, auto‑ML and data‑centric AI techniques.
- Familiarity with LLMs, embeddings and foundation models.
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DoubleVerify
Tel Aviv-Yafo