09 Sep
|
Telcovas Solutions Services
|
Pune
09 Sep
Telcovas Solutions Services
Pune
Role Overview:
We are seeking a highly skilled and motivated Senior Data Scientist with deep expertise in Generative AI, Machine Learning, Deep Learning, and advanced Data Analytics. The ideal candidate will have hands-on experience in building, deploying, and maintaining end-to-end ML solutions at scale, preferably within the Telecom domain.
You will be part of our AI & Data Science team, working on high-impact projects ranging from customer analytics, network intelligence, churn prediction, to generative AI applications in telco automation and customer experience.
Key Responsibilities:
- Design, develop, and deploy advanced machine learning and deep learning models for Telco use cases such as:
- Network optimization
- Customer churn prediction
- Usage pattern modeling
- Fraud detection
- GenAI applications (e.g., personalized recommendations, customer service automation)
- Lead the design and implementation of Generative AI solutions (LLMs, transformers, text-to-text/image models) using tools like OpenAI, Hugging Face, LangChain, etc.
- Collaborate with cross-functional teams including network, marketing, IT,
and business to define AI-driven solutions.
- Perform exploratory data analysis, feature engineering, model selection, and evaluation using real-world telecom datasets (structured and unstructured).
- Drive end-to-end ML solution deployment into production (CI/CD pipelines, model monitoring, scalability).
- Optimize model performance and latency in production, especially for real-time and edge applications.
- Evaluate and integrate new tools, platforms, and AI frameworks to advance the organization's data science capabilities.
- Provide technical mentorship to junior data scientists and data engineers.
Required Qualifications & Skills:
- 69 years of industry experience in Machine Learning, Deep Learning,CNN’S, and Advanced Analytics.
- Solid hands-on experience with GenAI models and frameworks (e.g., GPT, BERT, Llama, LangChain, RAG pipelines).
- Proficiency in Python, and libraries such as scikit-learn, TensorFlow, PyTorch, Hugging Face Transformers, etc.
📌 Senior Data Scientist (Pune)
🏢 Telcovas Solutions Services
📍 Pune