Sr Data Scientist
Core
Spearhead advanced analytical initiatives fusing Operations Research, NLP, and Deep Learning to drive decision-making and unlock actionable insights.
Role type
Senior IC data scientist (Operations Research, NLP, Deep Learning)
Builds
End-to-end machine learning pipelines, scalable OR models, and NLP systems for production environments.
Domain
Operations Research, Natural Language Processing, Deep Learning
Deliverable
production ML models
Required skills
Operations Research (linear programming, stochastic optimization), Natural Language Processing, Deep Learning (CNN, RNN, Transformer), Python, SQL, Probabilistic modeling, Statistical analysis
Preferred skills
Docker, Kubernetes, Bayesian statistics, Executive communication
Technologies
Python, SQL, TensorFlow, PyTorch, Docker, Kubernetes
Responsibilities
Develop and deploy scalable operations research models for resource allocation and logistics optimization; Engineer end-to-end NLP pipelines for text mining and sentiment analysis; Design, train, and fine-tune deep learning architectures; Write efficient Python code and complex SQL queries; Conduct rigorous statistical analysis and probabilistic modeling; Collaborate with data engineers to ensure data quality and pipeline reliability; Mentor junior data scientists; Communicate insights through executive-level presentations.
Seniority
Senior, hands-on IC
