Senior Data Scientist - NLP

5 - 7 years

0 Lacs

Posted:2 weeks ago| Platform: Foundit logo

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Job Type

Full Time

Job Description

We're Hiring: Senior Data Scientist NLP

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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 innovationthis 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 [HIDDEN TEXT]

Or apply directly on LinkedIn.

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