Senior Data Scientist - Nlp

MerilVapi, 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 • Vapi, Republic Of India, IN