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Urgent! Python Developer - RAG/LLM Model Job Opening In Pune – Now Hiring Confidential

Python Developer RAG/LLM Model



Job description

Job Description

  • Design, develop, and maintain backend services using Flask and Django for integrating and deploying RAG-based LLM models.
  • Develop RESTful APIs and data pipelines to interact with AI models and integrate them into client-facing applications.
  • Build and maintain database models, manage large data sources, and optimize API endpoints for performance.

Model Integration And Deployment

  • Implement and integrate RAG-based LLM models into production environments using Flask and Django frameworks.
  • Work closely with AI and data science teams to ensure proper data flow and retrieval between the model and backend systems.
  • Optimize model performance for inference efficiency, memory management, and response time.

Model Optimization And Fine-Tuning

  • Fine-tune and optimize LLMs to meet specific business use cases, such as content generation, summarization, and question answering.
  • Collaborate with machine learning engineers to improve accuracy, reduce inference times, and scale model usage.
  • Monitor and debug model performance and address any issues related to latency or correctness in the model's output.

Data Management & Analysis

  • Handle large datasets and develop data pipelines to provide inputs for training and testing models.
  • Ensure proper preprocessing of input data to enhance model performance.
  • Write and optimize SQL/NoSQL queries for data extraction, transformation, and storage related to the models.

Collaboration & Continuous Improvement

  • Collaborate with cross-functional teams, including product managers, AI researchers, and front-end developers, to design solutions that meet business goals.
  • Write unit and integration tests to ensure the quality of backend components.
  • Follow Agile practices for development, including participating in sprint planning, stand-ups, and code reviews.

Model Monitoring And Maintenance

  • Implement monitoring systems to ensure model performance, and address any degradation or anomalies.
  • Continuously discover and implement new techniques to improve the efficiency and reliability of the deployed models.

Required Skills And Qualifications

  • 3+ years of experience in Python development with expertise in Flask and Django.
  • Strong understanding of AI/ML concepts and experience working with Retriever-Augmented Generation (RAG) models and LLMs (e., GPT, BERT, T5).
  • Experience with model deployment and integration of AI models into backend applications.
  • Proficiency in Python, including working with libraries such as TensorFlow, PyTorch, Hugging Face Transformers, and spaCy.
  • Experience with developing RESTful APIs using Flask or Django REST Framework (DRF).
  • SQL/NoSQL Database experience for managing and retrieving large datasets.
  • Version control using Git for collaboration.
  • Familiarity with deploying applications to cloud platforms (AWS, GCP, Azure).
  • Strong problem-solving skills and ability to troubleshoot complex production issues.

Preferred Skills

  • Knowledge of CI/CD pipelines for deploying Python applications.
  • Familiarity with Docker and Kubernetes for containerization and orchestration of model deployments.
  • Experience with Natural Language Processing (NLP) and data preprocessing techniques.
  • Knowledge of distributed computing for scaling AI models.
  • Familiarity with tools like FastAPI for faster API development and deployment.
  • Knowledge of AI performance monitoring and optimization techniques for large models in production.
  • Exposure to marketing analytics, sentiment analysis, or content generation with LLMs.

Educational Qualifications

  • Bachelor's degree in Computer Science, Software Engineering, Artificial Intelligence, or related field.
  • Master's degree in a relevant field is a plus


Skills Required
Nlp, Distributed Computing, Docker, content generation, Sentiment Analysis, FastAPI, Marketing Analytics, Python, Kubernetes, Llm


Required Skill Profession

Computer Occupations



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