Manager - Data Science (Gen AI)
- Blend 360
- 8 - 12 years
- Hyderabad
- 2 months ago
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Job Description
We are looking for an AI Engineer with experience in Speech-to-text and Text Generation to solve a Conversational AI challenge for our client based in EMEA. The focus of this project is to transcribe conversations and leverage generative AI-powered text analytics to drive better engagement strategies and decision-making. The ideal candidate will have deep expertise in Speech-to-Text (STT), Natural Language Processing (NLP), Large Language Models (LLMs), and Conversational AI systems. This role involves working on real-time transcription, intent analysis, sentiment analysis, summarization, and decision-support tools.
Key Responsibilities:
1. Conversational AI & Call Transcription Development
- Develop and fine-tune automatic speech recognition (ASR) models
- Implement language model fine-tuning for industry-specific language.
- Develop speaker diarization techniques to distinguish speakers in multi-speaker conversations.
2. NLP & Generative AI Applications
- Build summarization models to extract key insights from conversations.
- Implement Named Entity Recognition (NER) to identify key topics.
- Apply LLMs for conversation analytics and context-aware recommendations.
- Design custom RAG (Retrieval-Augmented Generation) pipelines to enrich call summaries with external knowledge.
3. Sentiment Analysis & Decision Support
- Develop sentiment and intent classification models.
- Create predictive models that suggest next-best actions based on call content, engagement levels, and historical data.
4. AI Deployment & Scalability
- Deploy AI models using tools like AWS, GCP, Azure AI, ensuring scalability and real-time processing.
- Optimize inference pipelines using ONNX, TensorRT, or Triton for cost-effective model serving.
- Implement MLOps workflows to continuously improve model performance with new call data.
What you will bring to the Table?:
Technical Skills
- 8+ Years of overall experience,
- Strong expertise in Speech-to-Text (ASR), NLP, and Conversational AI.
- Hands-on expertise with tools like Whisper, DeepSpeech, Kaldi, AWS Transcribe, Google Speech-to-Text.
- Proficiency in Python, PyTorch, TensorFlow, Hugging Face Transformers.
- Experience with LLM fine-tuning, RAG-based architectures, and LangChain.
- Hands-on experience with Vector Databases (FAISS, Pinecone, Weaviate, ChromaDB) for knowledge retrieval.
- Experience deploying AI models using Docker, Kubernetes, FastAPI, Flask.
Soft Skills
- Ability to translate AI insights into business impact.
- Strong problem-solving skills and ability to work in a fast-paced AI-first environment.
- Excellent communication skills to collaborate with cross-functional teams, including data scientists, engineers, and client stakeholders.
Preferred Qualifications
- Experience in healthcare, pharma, or life sciences NLP use cases.
- Background in knowledge graphs, prompt engineering, and multimodal AI.
- Experience with Reinforcement Learning (RLHF) for improving conversation models.
Job Classification
Industry: IT Services & ConsultingFunctional Area / Department: Data Science & Analytics, Role Category: Data Science & Machine LearningRole: Manager - Data ScienceEmployement Type: Full timeContact Details:
Company: Blend360 IndiaLocation(s): Hyderabad
Keyskills: Data Science Generative AI Machine Learning Python Stakeholder Management Leadership Azure GCP AWS SQL
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Blend 360
BLEND360 is an award-winning, new breed Data Science Solutions Company focused on powering exceptional results to our Fortune 500/1000 clients and other organizations. We are a hyper growth company - born at the intersection of advanced analytics, data and technology. ...
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