Bengaluru
3+ year exp
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IDFC First Bank
PERSONAL BANKING. Maximise savings with 6.50% p.a. interest.
We are looking for a high-impact Data Scientist (3-10 years) to build and scale GenAI-powered Voice and Conversational AI systems for real-world enterprise use cases across BFSI. You will work on cutting-edge LLMs, speech (STT/TTS), and multimodal AI, owning the lifecycle from model design experimentation to production deployment. This is a hands-on IC role with strong ownership and direct business impact (sales, collections, customer experience). If you've built production-grade conversational AI systems and enjoy solving latency, accuracy, and real-world deployment challenges, this role is for you.
Responsibilities:
- Build and deploy GenAI-powered voice bots and conversational AI systems.
- Designed end-to-end voice pipelines (STT LLM TTS)with focus on latency and quality.
- Evaluate and optimize LLMs for voice-first use cases (sales, collections, CX).
- Develop RAG pipelines, prompt strategies, and fine-tuned models.
- Improve conversation quality, tool calling accuracy, and response reliability.
- Design conversation workflows, intents, and dialogue systems.
- Work with large-scale conversational datasets (text, transcripts, and audio).
- Mitigate risks: hallucination, bias, safety, and privacy.
- Collaborate with Product, ML Engineering, and Platform teams for production deployment.
- Experiment with multimodal models, agentic workflows, and tool-augmented LLMs.
Key Success Metrics:
- Production deployment of high-quality voice AI systems.
- Improvements in conversation success rate and user experience.
- Low latency, high accuracy, and system reliability.
- Measurable impact on business metrics (sales, collections, CX).
Requirements:
- 3-10 years of experience in NLP/Conversational AI / GenAI.
- Hands-on experience building voice bots or conversational AI systems in production.
- Strong understanding of LLMs (GPT, LLaMA, etc. ), RAG, prompt engineering, fine-tuning, Speech systems (STT/TTS pipelines).
- Experience with deep learning frameworks (PyTorch / TensorFlow / Hugging Face).
- Strong coding in Python + data handling (SQL/NoSQL).
- Experience working with large-scale datasets (text/audio).
- Understanding of latency, scalability, and production constraints.
Good to Have:
- Experience with multimodal AI / audio token-based models.
- Exposure to agentic AI frameworks (LangChain, LlamaIndex, etc. ).
- Cloud ML platforms (AWS SageMaker / Azure ML / GCP).
- Prior experience in BFSI / customer-facing AI systems.
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