Applied GenAI Engineer
3 days ago
Colate is a technology company focused on building scalable, secure, and intelligent digital solutions for modern businesses. We help organizations design, develop, and manage applications efficiently through our innovative platforms and services. Colate specializes in application development, system integration, and cloud cost optimization while ensuring high standards of security and scalability. Our products, including CoCreate, enable teams to accelerate development and streamline operations. With a strong focus on accessible and sustainable technology, Colate empowers businesses to grow and innovate with confidence.Applied GenAI Engineer (1–2 Years Experience)Company: ColateLocation:India, RemoteEmployment Type: Full-TimeAbout the RoleColate is seeking a highly motivated Applied GenAI Engineer with 1–2 years of practical experiencebuilding LLM-powered solutions. You will be responsible for developing, managing, and optimizing new and existing AI agents that automate key workflows across the company.Key Responsibilities• Build, deploy, and maintain GenAI agents for automation use cases.• Develop and optimize Retrieval-Augmented Generation (RAG) pipelines.• Work with LLMs, embeddings, vector databases, and prompt engineering.• Implement Model Context Protocol (MCP) client and server components.• Integrate agents with internal tools, APIs, and automation workflows.• Maintain and improve existing agent systems for reliability and performance.• Use LangChain and LangGraph to design structured agent workflows.• Write clean, maintainable code in Python and/or JavaScript.• Debug context issues, analyze outputs, and optimize retrieval quality.• Collaborate with product and automation teams to identify new AI opportunities.Required Skills & Experience• 1–2 years of experience as an Applied AI / GenAI / LLM Engineer.• Strong understanding of LLM fundamentals: tokens, prompting, inference.• Hands-on experience building RAG systems.• Solid understanding of embedding algorithms (cosine, dot-product, etc.).• Experience with vector databases (Pinecone, Weaviate, Qdrant, Chroma).• Practical experience with LangChain and LangGraph.• Strong Python and/or JavaScript development skills.• Experience working with MCP client and server components.• Knowledge of agent architectures and multi-step reasoning workflows.Nice to Have• Experience with fine-tuning (LoRA, QLoRA).• Familiarity with major LLM providers (OpenAI, Anthropic, Google, etc.).• Cloud or container experience (AWS, GCP, Azure, Docker).• Basic MLOps or DevOps knowledge.What You’ll Work On• Building new intelligent agents from scratch.• Enhancing existing automation agents used by Colate.• Designing retrieval systems for documents, chats, tasks, and knowledge sources.• Integrating agents with APIs and business workflows.• Experimenting with emerging frameworks and model protocols.Who We're Looking ForA curious and resourceful engineer who:• Enjoys experimenting with AI and shipping real-world systems.• Can independently design, debug, and optimize AI workflows.• Thinks like a systems problem-solver and enjoys automation architecture.
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