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AI / ML Architect

AI / ML Architect

CalsoftPune, Maharashtra, India
30+ days ago
Job description

Job Description : AIML GEN AI Architect

Location : Pune / Kolkata / Bangalore / Indore

NP : Immediate Joiner OR 30 Max

Exp : 10 + Years

Position Overview :

We are seeking an AI / ML Architect with 10+ years of software development experience specialising in Machine Learning (ML) and Generative AI (Gen AI). The ideal candidate will possess deep technical expertise in designing and implementing advanced AI / ML solutions, with a particular emphasis on LLMs and agentic workflows. This role demands a hands-on professional capable of translating complex business requirements into actionable technical architectures.

Required Skills :

Technical Expertise :

  • Strong proficiency in Python, Pandas, NumPy, and SQL.
  • Excellent understanding of Machine Learning algorithms and performance metrics.
  • Proficiency with AI / ML frameworks (e.g., TensorFlow, PyTorch, Scikit-learn).
  • Hands-on experience with LLM frameworks such as LangChain or LlamaIndex.
  • Demonstrated expertise in designing and implementing agentic workflows and modular AI solutions using frameworks like LangGraph, Crew.ai, or Microsoft Autogen.
  • Solid experience with at least one hyperscaler (preferably GCP or Azure) and familiarity with cloud-based ML APIs.
  • Understanding of data pipelines, ETL frameworks, and big data technologies (e.g., Spark, Snowflake, Hadoop).

Architecture & Design :

  • Proven capability in creating detailed AI / ML solution blueprints and technical architecture diagrams.
  • Familiarity with MLOps practices, microservices architecture, containerization technologies (Docker, Kubernetes), and CI / CD pipelines.
  • Previous experience in technical pre-sales activities, proposal development, and client engagements.
  • Soft Skills :

  • Strong communication skills with the ability to clearly articulate technical solutions to business leaders.
  • Proven track record of collaborating effectively across technical and non-technical teams.
  • Innovative problem-solving mindset focused on delivering tangible business impact.
  • Role Responsibilities :

    Solution Design & Architecture :

  • Collaborate with business stakeholders to identify requirements and design AI / ML solutions.
  • Develop comprehensive architecture diagrams and specify optimal technology stacks tailored to business objectives.
  • Integrate advanced LLM frameworks (e.g., LangChain, LlamaIndex) into solution designs for enhanced language-driven functionalities.
  • Technical Implementation & Agentic Workflows :

  • Design and deploy agentic workflows leveraging LLMs to automate complex decision-making processes.
  • Develop modular, scalable AI solutions that seamlessly integrate with existing enterprise systems.
  • Ensure robust deployment and monitoring practices aligned with MLOps best practices.
  • Prototyping & Proof-of-Concept (POC) Development :

  • Rapidly build and iterate prototypes and POC models to demonstrate the viability and business value of proposed AI / ML solutions.
  • Evaluate, test, and refine LLM-driven workflows and agent-based solutions to align with business goals.
  • Pre-sales Engagement :

  • Lead technical AI discussions with prospects, showcasing Calsoft’s capabilities and relevant industry experience.
  • Understand client requirements deeply to craft tailored technical solutions, high-level implementation plans, and accurate estimates supporting sales proposals.
  • Immediate to 30 days Joiner

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