AI/ML Solution Architect (GenAI Specialist)

Posted 2 Days Ago
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Bangalore, Bengaluru Urban, Karnataka, IND
In-Office
Mid level
Cloud • Information Technology • Security • Consulting
The Role
Design, prototype, and deploy Generative AI solutions (RAG, fine-tuning, embeddings) using LLMs, vector databases, and cloud AI platforms. Collaborate with sales, product, and engineering to translate requirements into technical roadmaps, deliver demos/SoWs, and provide MLOps and governance guidance.
Summary Generated by Built In

Position: AI/ML Solution Architect (GenAI Specialist)

·         Team: ML/GenAI Team

·         Number of Resources Needed: 1

·         Years of Experience: 3-5 Years

·         Educational Background: BCA, MCA, B.Tech/B.E, M.Tech/ME

·         Type: Full-time

·         Expected Joining Date: ASAP

Role Summary:

We are looking for an AI/ML Solution Architect with expertise in Generative AI (GenAI) to help design, build, and deploy cutting-edge AI solutions. Whether working in the rapid-paced innovation cycle of a startup or scaling production-grade GenAI systems for enterprise clients, you will serve as a key enabler of value-driven, secure, and scalable AI deployments.

Key Responsibilities:

  • Collaborate with sales teams to understand customer requirements and provide expert guidance on ML/Generative AI solutions across a wide range of use cases: content generation, document automation, chatbots, virtual assistants, summarization, search, personalization, and more.
  • Evaluate and integrate open-source LLMs (e.g., LLaMA, Mistral, Falcon), commercial APIs (e.g., GPT-4, Claude, Gemini), and cloud-native GenAI platforms (e.g., AWS Bedrock, Azure OpenAI).
  • Design and deliver compelling Solution and SoW and demonstrations of our Generative AI offerings to both technical and non-technical audiences.
  • Design Retrieval-Augmented Generation (RAG), prompt engineering strategies, vector database integrations, and model fine-tuning where required.
  • Translate business objectives into technical roadmaps, collaborating closely with product managers, engineers, and data scientists.
  • Create prototypes and proof-of-concepts (PoCs) to validate solution feasibility and performance.
  • Provide technical mentorship, best practices, and governance guidance across teams and clients.

Skills & Experience Required:

  • Educational Background: Master’s/Bachelor’s degree in computer science, Engineering, or a related field. (e.g., BCA, MCA, B.Tech/B.E, M.Tech/ME)
  • 3-5 years of experience in AI/ML development/solutioning, with at least 1-2 years in Generative AI/NLP applications.
  • Strong command of transformers, LLMs, embeddings, and NLP methods.
  • Proficiency with LangChain, LlamaIndex, Hugging Face Transformers, and cloud AI tools (SageMaker, Bedrock, Azure OpenAI, Vertex AI).
  • Experience with vector databases like FAISS, Pinecone, or Weaviate.
  • Familiarity with MLOps practices, including model deployment, monitoring, and retraining pipelines.
  • Skilled in Python, with working knowledge of APIs, Docker, CI/CD, and RESTful services.
  • Experience in building solutions in both agile startup environments and structured enterprise settings.

Preferred/Bonus Skills:

  • Certifications (e.g., AWS Machine Learning Specialty, Azure AI Engineer).
  • Exposure to multimodal AI (text, image, audio/video) and Agentic AI.
  • Experience with data privacy, responsible AI, and model interpretability frameworks.
  • Familiarity with enterprise security, scalability, and governance standards.

Soft Skills:

  • Entrepreneurial mindset with a bias for action and rapid prototyping.
  • Strong communication and stakeholder management skills.
  • Comfortable navigating ambiguity in startups and structured processes in enterprises.
  • Team player with a passion for continuous learning and AI innovation.

What We Offer:

  • The flexibility and creativity of a startup-style team with the impact and stability of enterprise-scale work.
  • Opportunities to work with cutting-edge GenAI tools and frameworks.
  • Collaborative environment with cross-functional tech and business teams.
  • Career growth in a high-demand, high-impact AI/ML domain.


Skills Required

  • Master's/Bachelor's in Computer Science, Engineering, or related field
  • 3-5 years experience in AI/ML development/solutioning with 1-2 years in Generative AI/NLP
  • Strong understanding of transformers, LLMs, embeddings, and NLP methods
  • Proficiency with LangChain, LlamaIndex, Hugging Face Transformers
  • Experience with cloud AI tools: AWS SageMaker, AWS Bedrock, Azure OpenAI, Vertex AI
  • Experience integrating and using vector databases (FAISS, Pinecone, Weaviate)
  • Familiarity with MLOps practices: model deployment, monitoring, retraining pipelines
  • Skilled in Python and working knowledge of APIs, Docker, CI/CD, and RESTful services
  • Experience designing RAG, prompt engineering, and model fine-tuning solutions
  • Experience building solutions in both startup and enterprise environments
  • Certifications such as AWS Machine Learning Specialty or Azure AI Engineer
  • Exposure to multimodal AI (text, image, audio/video) and Agentic AI
  • Experience with data privacy, responsible AI, and model interpretability frameworks
  • Familiarity with enterprise security, scalability, and governance standards
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The Company
638 Employees
Year Founded: 2017

What We Do

Rapyder Cloud Solutions is a global AWS Premier Tier Services Partner and cloud technology consulting organization. Headquartered in Bengaluru, India, they provide strategic cloud consulting, implementation, and managed services, specializing in full-stack migration, modernization, and DevOps automation. Their mission is to help enterprises, SMBs, and startups modernize, secure, and scale their digital platforms through optimized cloud solutions and security consulting.

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