AI Engineer / AI Developer (Generative AI, ML, Agentic AI)

AI Engineer / AI Developer (Generative AI, ML, Agentic AI)Company: Vsquare Systems Pvt LtdPositions: 10Location: Pune/BangaloreExperience: 3 - 6 yearsJoining: Immediate 2 weeksRole OverviewVsquare Systems Pvt Ltd is hiring experienced AI Engineers who have built and delivered real AI solutions in production environments.This role is not suited for candidates who have only worked on demos, academic projects, or basic API integrations. We are looking for engineers who have designed, built, and deployed AI systems used in real enterprise workflows.The selected candidate will work on developing AI-driven applications, intelligent automation systems, document intelligence platforms, and agent-based AI solutions for enterprise clients.The role requires strong hands-on experience with Generative AI, Machine Learning, NLP pipelines, and production AI deployment, preferably in AWS environments.Key ResponsibilitiesAI Solution EngineeringDesign and build production-grade AI applications using Generative AI and Machine Learning.Develop end-to-end AI pipelines including data ingestion, model inference, evaluation, and deployment.Build enterprise AI solutions that integrate with APIs, databases, and data platforms.Generative AI DevelopmentImplement LLM-based applications using modern frameworks.Design and implement Retrieval Augmented Generation (RAG) architectures.Optimize prompts, embeddings, and knowledge retrieval pipelines.Agentic AI SystemsDevelop AI agents capable of executing complex workflows.Implement orchestration frameworks enabling multi-step reasoning and tool usage.Build AI automation systems that integrate with enterprise tools.Machine Learning & NLPDevelop and deploy models for text processing, classification, knowledge extraction, and automation workflows.Work with large-scale structured and unstructured datasets.Production DeploymentDeploy AI applications in cloud environments (AWS preferred).Implement monitoring, evaluation, and optimization of AI systems in production.Mandatory Experience (Strict Requirement)Candidates must demonstrate real project experience in at least two or more of the following areas:Development of Generative AI or LLM-based applicationsBuilding NLP or document intelligence systemsDeveloping AI-driven automation solutionsImplementing RAG-based knowledge retrieval systemsDeploying machine learning models in productionDeveloping AI agents or workflow automation systemsCandidates should be able to clearly explain their role, architecture decisions, and technical implementation in past AI projects.Required Technical SkillsProgrammingStrong proficiency in PythonExperience developing scalable AI applicationsAI / MLHands-on experience with:Machine LearningNLPGenerative AILLM application developmentAI FrameworksExperience with one or more:LangChain / LlamaIndex or equivalentHuggingFace ecosystemVector search / embedding frameworksData & IntegrationExperience building pipelines that process structured and unstructured dataExperience integrating AI systems with APIs, databases, or enterprise applicationsCloudExperience working with AWS-based AI or data platformsStrongly PreferredExperience with Agentic AI frameworksExperience with AI automation workflowsExperience building document intelligence platformsExperience with vector databases and semantic searchDomain ExperienceExperience working with Life Sciences, Healthcare, Research, or regulated industries will be considered an advantage.Experience3 8 years of professional experienceCandidates must have demonstrated experience delivering AI solutions in real enterprise environments.Important Note for ApplicantsCandidates should be prepared to discuss:Real AI projects they have worked onArchitecture and implementation detailsChallenges faced in production deploymentsHow their AI systems were used in real workflowsProfiles that only demonstrate AI experimentation, tutorials, or proof-of-concept work without real project delivery may not be considered.Applicants must include brief details of at least one AI project they have personally implemented in production.Why Join Vsquare SystemsOpportunity to work on real enterprise AI implementationsExposure to global enterprise clientsWork on advanced AI automation and agentic AI systemsCollaborate with experienced data engineering and AI architecture teams AI Engineer / AI Developer (Generative AI, ML, Agentic AI)Company: Vsquare Systems Pvt LtdPositions: 10Location: Pune/BangaloreExperience: 3 - 6 yearsJoining: Immediate 2 weeksRole OverviewVsquare Systems Pvt Ltd is hiring experienced AI Engineers who have built and delivered real AI solutions in production environments.This role is not suited for candidates who have only worked on demos, academic projects, or basic API integrations. We are looking for engineers who have designed, built, and deployed AI systems used in real enterprise workflows.The selected candidate will work on developing AI-driven applications, intelligent automation systems,