Senior Data Scientist
1 week ago
About GITAA:
GITAA, an IIT Madras incubated company, is founded by experienced academics from the Indian Institute of Technology, Madras. Our founders bring in a wealth of expertise and knowledge in data science and engineering disciplines. GITAA is a leading provider of edtech solutions, training and technology consulting services. We build custom AI & ML solutions that turn data into business outcomes. Recent work spans retail analytics (SERVQUAL-based customer segmentation on service-request data to drive upsell, cross-sell, and loyalty), engineering analytics in manufacturing (self-supervised anomaly detection under sparse labels to cut scrap and downtime), data audit & governance (DGQI evaluations with IIT Madras to close policy–practice gaps), sports analytics (real-time cricket innings forecasts and dynamic win probabilities), and aviation—including regional carriers like FLY91—(network and revenue optimization across route profitability, demand forecasting, dynamic pricing, on-time performance, and customer segmentation). These are a few of our focus areas; we're continually expanding into new domains.
Job Description:
We are looking for Senior Data Scientists who are passionate about advanced data science, machine learning, and AI-driven innovations. You will develop data-driven applications, mentor junior team members, and collaborate with subject matter experts to design scalable and impactful solutions.
Responsibilities:
- Design, develop and deploy advanced data science and machine learning models.
- Provide technical mentorship to junior data scientists.
- Conceptualize and deliver solutions in core areas such as deep learning, natural language processing (NLP), and advanced statistical modeling.
- Collaborate with cross-functional teams to translate business needs into data-driven strategies.
- Drive research and innovation in AI/ML applications for the education and corporate training sector.
- Ensure best practices in coding, model validation, version control, and reproducibility.
- MLOps ownership: define the ML platform roadmap and standards (CI/CD, registry, feature store, observability), ensuring alerting, incident response, and rollback are in place.
- Proven production experience with LLM/GenAI: prompts/embeddings, RAG, PEFT/fine-tuning, evaluation, and safety/guardrails.
Qualifications:
- B.Tech, Dual Degree, M.Tech, or Master's in Engineering, Computer Science or Data Science from a reputed institution, with a minimum CGPA of 7.5.
- Minimum 3+ years of industry or research experience in data science and machine learning.
- Demonstrated expertise in deep learning frameworks (TensorFlow, PyTorch), big data technologies, and scalable ML systems.
Required Skills:
- Strong foundation in advanced statistics, machine learning algorithms, and optimization techniques.
- Experience with cloud platforms (AWS, GCP, or Azure) and deployment of ML pipelines. Docker/Kubernetes or managed ML.
- Strong background in NLP, computer vision, or recommender systems.
- Expertise in Python with IDEs (PyCharm, VS Code) plus proficiency in Git/GitHub and modern team practices (branching, PRs, reviews, CI/CD).
- Hands-on experience with MySQL and PostgreSQL.
- Excellent problem-solving and communication skills.
- AI algorithms & foundations beyond the basics: regularization, ensembles, search/optimization heuristics.
- Reinforcement learning basics: MDPs, bandits, policy/value methods; exposure to Gym or RLlib is a plus.
- Big data & systems: willingness to explore front-end/back-end concepts and big data frameworks (e.g., Spark, Kafka);
- LLM/GenAI: prompts, embeddings, RAG, fine-tuning/PEFT, evaluation & safety.
What We Offer:
- A collaborative, intellectually rich environment in Chennai.
- Opportunities to cutting-edge EdTech innovations.
- Exposure to real-world AI/ML applications at scale.
- Mentorship and collaboration with IITM professors and leading industry specialists.
- Competitive salary commensurate with experience and qualifications.
Interested candidates may send their resume to:
To know more about us, visit
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