
Cutting Edge Data Scientist Leader
1 day ago
About the Role
We are seeking an exceptional Lead Data Scientist to own the vision and delivery of enterprise-scale data science solutions. As a key member of our team, you will shape the data science strategy, champion best practices, mentor junior data scientists, and drive production-ready AI/ML products from ideation through deployment.
This is a leadership role that requires strong technical expertise in developing and deploying large-scale machine learning pipelines, as well as excellent communication and collaboration skills. You will work closely with cross-functional stakeholders to align on project goals, timelines, and SLAs.
Key Responsibilities
- Shape and execute the data science roadmap for ML, GenAI, and ASR, including tooling, methodologies, and best practices.
- Architect, develop, and deploy large-scale ML and GenAI pipelines, including Voice Activity Detection (VAD), Speaker Diarization, and ASR models.
- Own the full data science lifecycle, from opportunity identification and requirement gathering to modeling, deployment, monitoring, and optimization.
- Drive MLOps practices, including CI/CD for models, feature stores, monitoring, and automated rollback strategies.
- Mentor and develop junior and mid-level data scientists, fostering a culture of continuous learning and collaboration.
Requirements
- 8+ years of hands-on experience in Data Science/AI, with at least 3 years in a senior or leadership role.
- Proven expertise in developing and deploying ASR systems, including training models (e.g., Whisper), designing VAD pipelines, and implementing Speaker Diarization (e.g., Pyannote).
- Deep knowledge of large language models (e.g., OpenAI, Anthropic, Llama), prompt engineering, fine-tuning, and embedding-based retrieval.
- Expert proficiency in Python and its core libraries, including NumPy, Pandas, SpaCy, scikit-learn, PyTorch/TF 2, and Hugging Face Transformers.
- Strong understanding of ML & deep learning architectures like NLP transformers and GNNs.
- Experience with orchestration and deployment tools such as Docker, Kubernetes, Airflow, and cloud services (AWS/GCP/Azure).
Good to Have
- A Master's or Ph.D. in a related technical field (Computer Science, Statistics, etc.).
- Prior experience in the Economics/Financial industry.
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