Data Scientist

2 days ago


Mohali, Punjab, India Ellocent Labs IT solution private Ltd. Full time ₹ 3,00,000 - ₹ 4,20,000 per year

Position Overview

We are looking for an AI Data Engineer with 2+ years of hands-on experience in data engineering, vector databases, LLM/AI integrations, and Python-based automation. The ideal candidate should have strong knowledge of Open AI, AWS Bedrock, embeddings, Flowise, prompt engineering, and building scalable RAG (Retrieval-Augmented Generation) pipelines.

Key Responsibilities:

AI & LLM Integrations

  • Integrate and optimize OpenAI, GPT models, AWS Bedrock models (Claude, Titan, etc.) for production workflows.
  • Build and maintain Retrieval-Augmented Generation (RAG) systems using vector search.
  • Develop prompt engineering strategies, structured prompts, and dynamic contextual prompts.
  • Implement LLM orchestration using Flowise, Lang Chain, or Llama Index.

Data Engineering & Pipelines

  • Design, build, and maintain ETL/ELT pipelines for structured & unstructured data.
  • Develop ingestion workflows for PDFs, docs, images, and text for LLM training and retrieval.
  • Implement data cleaning, transformation, preprocessing, chunking, and embedding generation.
  • Handle large-scale data pipelines that feed AI models and vector databases.

Vector Database Engineering

  • Work with Pinecone, Qdrant, Milvus, We aviate, Chroma to store and retrieve embeddings.
  • Optimize vector indexes, similarity search, metadata filtering, and document-versioning logic.
  • Manage vector schema design and vector DB performance tuning.

Python Development & Automation

  • Build Python-based microservices, APIs (FastAPI/Flask), and automation scripts.
  • Create backend functions to handle AI requests, data ingestion, embeddings, and retrieval logic.
  • Integrate with cloud storage, messaging queues, and external APIs.

Cloud & DevOps

  • Deploy AI and data pipelines on AWS (Lambda, S3, DynamoDB, EC2, API Gateway).
  • Manage secrets, IAM roles, scalability, and cloud resource optimization.
  • Containerize workloads using Docker and work with CI/CD workflows (GitHub/GitLab).

Cross-functional Collaboration

  • Work alongside AI engineers, backend teams, data scientists, and product managers.
  • Document workflows, maintain internal knowledge bases, and support debugging across teams.

Required Skills & Qualifications

  • Bachelor's degree in Computer Science, Data Science, Engineering, or related field.
  • 2+ years of experience in data engineering, AI, or ML-focused development.
  • Strong in Python (FastAPI, Flask, Pandas, NumPy, AsyncIO).
  • Experience with Open AI, GPT models, AWS Bedrock, embeddings, and tokenization.
  • Strong understanding of data preprocessing for LLMs: chunking, cleaning, vectorization.
  • Hands-on experience with vector databases: Pinecone, Qdrant, Milvus, We aviate, Chroma.
  • Practical experience with Flowise, Lang Chain, or Llama Index.
  • Knowledge of prompt engineering and optimizing LLM responses.
  • Experience with SQL & NoSQL databases.
  • Familiar with API integrations, backend workflows, and cloud-based pipelines.
  • Understanding of CI/CD workflows, version control (Git), and containerization (Docker).

Nice-to-Have

  • Experience with MLOps tools and model monitoring.
  • Exposure to model fine-tuning or supervised generation training.
  • Familiarity with Airflow, Prefect, or cloud-native workflow orchestrators.
  • Hands-on with parallel processing or distributed pipelines.

Soft Skills

  • Strong analytical thinking and problem-solving capability.
  • Clear communication and documentation.
  • Ability to work in fast-paced, agile environments.
  • Quick learner with deep curiosity about AI/ML technologies.

Job Types: Full-time, Permanent

Pay: ₹300, ₹420,000.00 per year

Work Location: In person


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