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Senior Data Scientist (Gen AI)

5 years

0 Lacs

Posted:4 days ago| Platform: Linkedin logo

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Work Mode

On-site

Job Type

Full Time

Job Description

About the Role:


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.


Required Skills & Qualifications:


Technical Skills

  • 5+ Years of Strong experience 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.


What do you get in return?


  • Competitive Salary:

    Your skills and contributions are highly valued here, and we make sure your salary reflects that, rewarding you fairly for the knowledge and experience you bring to the table.
  • Dynamic Career Growth:

    Our vibrant environment offers you the opportunity to grow rapidly, providing the right tools, mentorship, and experiences to fast-track your career.
  • Idea Tanks

    : Innovation lives here. Our "Idea Tanks" are your playground to pitch, experiment, and collaborate on ideas that can shape the future.
  • Growth Chats

    : Dive into our casual "Growth Chats" where you can learn from the best whether it's over lunch or during a laid-back session with peers, it's the perfect space to grow your skills.
  • Snack Zone:

    Stay fueled and inspired! In our Snack Zone, you'll find a variety of snacks to keep your energy high and ideas flowing.
  • Recognition & Rewards

    : We believe great work deserves to be recognized. Expect regular Hive-Fives, shoutouts and the chance to see your ideas come to life as part of our reward program.
  • Fuel Your Growth Journey with Certifications:

    We’re all about your growth groove! Level up your skills with our support as we cover the cost of your certifications

    .

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