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Senior Data Scientist - Nlp

Senior Data Scientist - Nlp

MerilPushkar, Republic Of India, IN
7 days ago
Job description

We’re Hiring : Senior Data Scientist – NLP

Company : NUVO AI (Meril Group)

Location : Vapi, Gujarat

Mode : On-Site

Experience : 5+ Years in Data Science / ML Engineering ( Minimum 3 years tenure in most recent organization in a relevant data science / ML role)

Senior-level data scientist role focused on building and deploying production NLP systems on bare metal infrastructure. This position requires a research-oriented mindset with the ability to build first-in-class products by translating cutting-edge research into innovative production solutions.

If you enjoy solving deep technical problems and pushing innovation—this role is for you.

What You’ll Work On

  • Build and deploy production-grade NLP systems using transformer models
  • Implement RAG pipelines , embeddings, semantic search
  • Manage and optimize bare-metal GPU servers , CUDA, and multi-GPU setups
  • Design and optimize large-scale SQL pipelines
  • Deploy and scale models via TorchServe / FastAPI / BentoML
  • Drive MLOps : MLflow, W&B, monitoring, automated retraining
  • Lead ML architecture, research-to-production pipelines, and cross-functional collaboration

Required Skills

  • 5+ years in ML / Data Science (with 3+ years in latest role)
  • Proven ML production deployment experience
  • Advanced SQL (tuning, indexing, Snowflake / BigQuery / Redshift)
  • Strong Python, PyTorch / TensorFlow, HuggingFace
  • Experience with LangChain / LlamaIndex, LoRA / QLoRA, vector DBs (Pinecone / FAISS)
  • Linux admin, GPU cluster management, distributed training
  • Docker, Kubernetes, CI / CD
  • Cloud : AWS / GCP / Azure + hybrid infrastructure

    • What You Bring

  • Research-driven mindset
  • Strong debugging, analytical & problem-solving skills
  • Ability to work independently and own complex projects
  • Clear communication with technical and non-technical teams
  • Experience moving models from research → production
  • Up-to-date knowledge of modern ML and NLP advancements

    • Programming & ML Frameworks

  • Python (advanced level, production-grade code)
  • PyTorch or TensorFlow
  • HuggingFace Transformers
  • scikit-learn, XGBoost, LightGBM

    • Infrastructure & DevOps

  • Linux system administration
  • Bare metal server management
  • GPU cluster setup and configuration
  • CUDA / cuDNN installation and driver management
  • Multi-GPU distributed training setup
  • Docker and Kubernetes
  • CI / CD pipelines for ML workflows

    • Production Deployment

  • Model serving : TensorFlow Serving, TorchServe, FastAPI, BentoML
  • MLOps : MLflow, Weights & Biases, Kubeflow
  • Model monitoring and A / B testing
  • Latency optimization and inference scaling

    • Cloud & Data Engineering

  • AWS, GCP, or Azure
  • Apache Spark, Airflow / Prefect
  • Understanding of on-premise and cloud hybrid architectures

    • Leadership & Team Impact

  • Lead end-to-end ML initiatives
  • Define technical architecture
  • Mentor junior ML engineers and data scientists
  • Support hiring, code quality, and documentation standards

    • How to Apply

    Send your resume to lisa.kapadia@nuvo.ai

    Or apply directly on LinkedIn.

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    Senior Data Scientist • Pushkar, Republic Of India, IN

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