Sr Developer - AI Application Backend

mattel

Hyderabad 5 Years Exp Posted 1d ago

Job Description

🔹 AI Application Development 

  • Design and develop backend services to power AI-driven applications. 

  • Integrate Large Language Models (LLMs), ML models, or AI services into production systems. 

  • Build RESTful APIs and microservices using Python frameworks (FastAPI, Flask, Django). 

  • Implement RAG (Retrieval-Augmented Generation) pipelines and AI orchestration workflows where applicable. 

  • Optimize AI inference performance, latency, and reliability. 

🔹 Cloud & Infrastructure (GCP) 

  • Design and deploy AI backend services on Google Cloud Platform (GCP). 

  • Work with GCP services such as: 

  • BigQuery 

  • Cloud Run 

  • Cloud Functions 

  • Compute Engine 

  • GKE (Kubernetes Engine) 

  • Cloud Storage 

  • Vertex AI (preferred) 

  • Ensure scalability, monitoring, and fault tolerance of cloud applications. 

  • Implement IAM policies, security best practices, and environment isolation. 

🔹 Data & Integration 

  • Develop data pipelines to support AI models and analytics workflows. 

  • Integrate backend systems with third-party APIs and enterprise applications. 

  • Work with SQL and NoSQL databases (PostgreSQL, MySQL, MongoDB, BigQuery). 

  • Handle data validation, transformation, and preprocessing logic. 

🔹 DevOps & CI/CD 

  • Containerize applications using Docker. 

  • Deploy and manage services using Kubernetes (GKE preferred). 

  • Implement CI/CD pipelines (GitHub Actions, Cloud Build, Jenkins). 

  • Monitor application health and performance using logging and observability tools. 

🔹 Collaboration & Engineering Excellence 

  • Participate in Agile/Scrum ceremonies. 

  • Write clean, maintainable, well-documented code. 

  • Conduct peer code reviews. 

  • Troubleshoot and debug production issues. 

  • Contribute to architectural decisions and continuous improvement. 

 

Technical Skill Set 

Programming 

  • Python (Advanced) 

  • SQL 

Frameworks 

  • FastAPI / Flask / Django 

  • Async programming (asyncio) 

Cloud 

  • Google Cloud Platform (GCP) 

  • Vertex AI (preferred) 

  • BigQuery 

  • Cloud Run / GKE 

DevOps 

  • Docker 

  • Kubernetes 

  • CI/CD pipelines 

  • Git 

AI/ML 

  • LLM integrations 

  • RAG pipelines 

  • Prompt engineering basics 

  • Embedding & vector databases (Pinecone, FAISS, etc.) 

 

Key Competencies 

  • Strong backend system design skills 

  • Ownership mindset 

  • Cross-functional collaboration 

  • Clear communication skills 

  • Ability to work in fast-paced, AI-driven environments 

 

What We’re Looking For: 

  • Bachelor’s or Master’s degree in Computer Science, Engineering, or related field. 

  • 5.5 to

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