AI/ML Consumer Architect

11 hours ago

Pune, India Calsoft Full time
Role:

AI/ML ArchitectLocation:

Pune OR Bangalore

Position OverviewWe are seeking an experienced

AI/ML Consumer Solutions Architect

with 7 - 10 years of experience, specializing in consumer, CPG, and retail domains. The ideal candidate will possess

the technical depth to design and implement cutting-edge AI/ML solutions, particularly leveraging large language models (LLMs) and agentic workflows, while translating business requirements into actionable technical architectures.

This role is based in

Pune

or

Bangalore

and requires a hands-on professional who thrives in a dynamic environment, delivering impactful AI/ML strategies and solutions.

Required Skills & ExperienceMinimum of 7+ years of experience in AI/ML solution design and deployment, with a focus on consumer/CPG/retail industries.Strong experience in Python or Java and backend development and product engineeringProficiency with AI/ML frameworks (e.g., TensorFlow, PyTorch, Scikit-learn).Prior experience in technical presales and building proposalHands-on experience with LLM frameworks like LangChain, LlamaIndex, or similar tools.Strong knowledge of atleast one hyperscaler (preferably GCP or Azure)Experience designing and implementing agentic workflows and modular AI solutions.Understanding of data pipelines, ETL frameworks, and big data technologies (e.g., Spark, Snowflake, Hadoop).

Architecture DesignExpertise in creating AI/ML solution blueprints and technical diagrams.Familiarity with MLOps practices, microservices architecture, containerization (Docker, Kubernetes), and CI/CD pipelines.

Domain ExpertiseIn-depth knowledge of business use cases in consumer/CPG/retail, such as demand forecasting, customer segmentation, dynamic pricing, and supply chain optimization.

Soft SkillsStrong communication skills with the ability to present technical solutions to business leaders.

Preferred QualificationsPrior experience with e-commerce platforms or retail analytics projects.

Key ResponsibilitiesPresalesLead AI discussions with prospects presenting Calsoft’s capabilities and experience and discussing client needUnderstand client need and design technical solution, high-level work plans, and estimates required for an AI related sales proposal

Solution Design & ArchitectureWork with business teams to identify requirements and design AI/ML solutions that address key challenges in the consumer/CPG/retail sectors.Develop comprehensive architecture diagrams and technology stacks tailored to business needs.Incorporate LLM frameworks (e.g., LangChain, LlamaIndex) into solution designs to deliver advanced language-based functionalities.

Technical Implementation & Agentic WorkflowsDesign and implement agentic workflows using LLMs to automate decision-making and complex processes.Build modular, scalable solutions that integrate with existing enterprise systems and tools.Ensure solutions are aligned with MLOps practices for robust deployment and monitoring.

Prototyping & POCsRapidly develop proof-of-concept (POC) models and prototypes, showcasing the feasibility and value of AI/ML solutions.Test and refine LLM-driven workflows and agent-based models to meet business objectives.

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