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