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Senior Data Scientist
2 weeks ago
Key Details:
- Location: Bangalore-Onsite
- Type- Work From Office-Bangalore E-city
About the Role
We are seeking a highly motivated Applied Scientist / Machine Learning Engineer to join our Data Science team. This individual will play a key role in enhancing and scaling our existing ML systems and developing new capabilities that support our intelligent decision- making platform.
We are looking for team members who:
· Are deeply curious and passionate about applying machine learning to real-world problems.
· Demonstrate strong ownership and the ability to work independently.
· Excel in both technical execution and collaborative teamwork.
· Have a track record of shipping products in complex environments.
What You'll Do
· Build, train, and deploy machine learning models for forecasting, pricing, and optimization.
· Apply advanced techniques like causal inference, counterfactual analysis, and reinforcement learning to improve decision-making under uncertainty.
· Work with large-scale, noisy, and temporally complex datasets.
· Collaborate cross-functionally with engineering and product teams to move models from research to production.
· Design offline evaluation frameworks and simulations to validate new algorithms before live rollout.
· Generate interpretable and trusted outputs to support adoption of AI-driven rate recommendations.
· Contribute to the development of an AI-first platform that redefines hospitality revenue management.
Required Qualifications
· Bachelor's or Master's degree in Computer Science or related field.
· 5–10 years of hands-on experience in a product-centric company, ideally with full model lifecycle exposure.
· Demonstrated ability to apply machine learning to solve real-world business problems.
· Proficient in Python and machine learning libraries such as scikit-learn, PyTorch, and XGBoost.
· Strong knowledge of forecasting models (time-series and ML-based).
· Deep understanding of machine learning and deep learning foundations.
· Comfort with optimization under uncertainty and experience evaluating ML model performance rigorously.
· Ability to work independently and manage projects end-to-end.
Preferred Experience
· Experience in revenue management, pricing systems, or demand forecasting, particularly within the hotel and hospitality domain.
· Applied knowledge of reinforcement learning techniques (e.g., bandits, Q-learning, model-based control).
· Familiarity with causal inference methods (e.g., DAGs, treatment effect estimation).
· Strong written and verbal communication skills to explain complex technical concepts clearly to cross-functional teams.
· Proven experience in collaborative product development environments, working closely with engineering and product teams.
Interview Process for selected candidates
First Round: Conducted via Google Meet.
Second Round: Technical round Face-to-face/Google Meet.
Third Round: Conducted via Google Meet/Face-to-Face
Third Round: Conducted via Google Meet/Face-to-Face
Job Type: Full-time
Pay: ₹90, ₹190,000.00 per month
Benefits:
- Health insurance
- Paid sick time
- Provident Fund
Ability to commute/relocate:
- Electronic City, Bengaluru, Karnataka: Reliably commute or willing to relocate with an employer-provided relocation package (Required)
Location:
- Electronic City, Bengaluru, Karnataka (Required)
Work Location: In person