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Artificial Intelligence / Machine Learning Engineer - Generative AI

Artificial Intelligence / Machine Learning Engineer - Generative AI

Quantum Integrators Group, LLCPune
1 day ago
Job description

We are seeking a high-caliber AI Engineer / Generative AI Developer to join our team, focusing on building and deploying industrial-grade LLM applications. This pivotal role requires mandatory, hands-on expertise in the entire Databricks ecosystem paired with deep technical skills in Python and modern AI frameworks to create scalable, secure, and production-ready Gen-AI solutions.Key Responsibilities & Technical Deliverables

1. Generative AI Development & Architecture :

  • LLM Application Build : Develop and deploy industry-grade LLM and Gen-AI applications using leading model providers such as OpenAI, Anthropic (Claude), or other major foundational models.
  • Agentic Systems : Demonstrate expert proficiency in Python for building complex, autonomous Gen-AI solutions. Utilize frameworks like LangChain and LlamaIndex to create sophisticated agentic architectures.
  • Advanced Techniques : Implement and optimize advanced retrieval strategies, including RAG (Retrieval-Augmented Generation), ARAG, CAG, and leverage techniques like A / B testing and reinforcement learning for continuous model improvement.
  • Integration : Design and execute robust processes for integrating LLM systems with enterprise APIs and diverse data sources.

2. Databricks Platform and MLOps :

  • Databricks Expertise (Mandatory) : Hands-on experience across the entire Databricks platform, including Spark, Delta Lake, MLflow, Databricks Notebooks, and Unity Catalog.
  • Vector Database Integration : Implement and manage integrations with vector databases (e.g., Pinecone, Weaviate, Chroma, FAISS) to power efficient and scalable RAG pipelines.
  • Data Governance & Security : Maintain a solid understanding and enforce best practices for data governance, security, and scalability within the Databricks environment.
  • 3. Cloud Environments & Engineering Standards :

  • Cloud Proficiency : Possess rich experience working within major cloud environments (Azure, AWS, or GCP) and integrating with their native AI / ML services.
  • Code Quality : Uphold rigorous engineering standards, ensuring high code quality, testability, and maintainability for all AI solutions.
  • Required Qualifications & Expertise :

  • Experience : 1 to 4 years of hands-on experience in AI / ML development, with a focus on Gen-AI solutions.
  • Education : Degree in Computer Science or a similar technical major is required.
  • Technical Stack (Mandatory) : Deep proficiency in Python, Databricks (Spark, Delta Lake, MLflow), and LLM frameworks (LangChain / LlamaIndex).
  • Availability : Must be able to work the required UK Shift Timing (2 : 00 PM to 11 : 00 PM IST).
  • Soft Skills : Proactive, quick learner, and strong problem-solver who can thrive in a fast-paced, dedicated technical team.
  • (ref : hirist.tech)

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    Generative Ai Engineer • Pune

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