Technical Architect Gen-AI Full-Stack MERN

We are seeking a multiskilled multifaceted Technical Architect with a deep expertise in Large Language models Generative AI but also with FullStack Cloud Native Application Development and Cloud Engineering to join our dynamic product development team.
As a Technical Architect you will play a key role in developing strategic platforms cuttingedge products and innovative solutions for our clients combining the power of LLMs Generative AI and Agentic AI together with Cloud Solutions and Cloud Native Full Stack Application Development.
Your primary focus will be on defining technical architecture and solution design for bespoke product development to build creative and impactful solutions that enhance our product portfolio. The ideal candidate will have a strong architecture background and a passion for pushing the boundaries of technology as well as rapidly learning new skills and technology on the job. The ideal candidate will also combine product development and cloud architecture skills with modern and emerging Generative AI and LLM Solution Architecture and Design skills.

Job Description:

Key Skills required :

Full Stack MERN App Dev FrontEnd BackEnd Development API Dev Micro Services

Azure Cloud Native App Dev Cloud Solutions (essential)

AWS Cloud Native App Dev AWS Cloud Solutions (nicetohave)

LLM Solutions LLM App Dev

AI Agents Agentic AI Workflows

Enterprise Integrations

Generative AI Multi Modal AI Creative AI

Working with Text Imagery Speech Audio and Video AI

Responsibilities:

• Cloud Architecture for cloud solutions and cloudnative app development
• Technical Architecture for fullstack application development and bespoke product development
• Lead the translation of business and product requirements to technical architectures that balance concerns around architecture quality and scalability vs. costeffectiveness maintainability and being fitforpurpose
• Collaborate with multiple senior technology and engineering stakeholders to help shape define refine validate review and optimize proposed architectures
• Collaborate with solution architects development leads fullstack developers engineers and quality engineers to develop and integrate solutions into existing enterprise products.
• Collaborate with crossfunctional teams to develop and validate client requirements and rapidly translate them into working solutions.
• Use wellarchitected best practices to shape and validate proposed solutions
• Guide the solution design for scalable AIenabled products cloudnative apps and cloud solutions.
• Lead the technical delivery of applications involving Cloud Platforms Cloud Native Apps and Cloud AI Services
• Lead the solution tech design and adoption of appropriate design patterns and best practices across all layers of the application stack including frontend backend APIs data and AI services
• Design enterprise products and fullstack applications on the MERN stack with clear separation of concerns across layers
• Design web apps and solutions that leverage LLM models and Generative AI workflows
• Leverage Multi modal AI capabilities supporting all content types and modalities including text imagery audio speech and video
• Constantly Research and explore emerging trends and techniques in the field of generative AI and LLMs to stay at the forefront of innovation.
• Lead product development and delivery within tight timelines
• Be handson with code and help lead handson dev PoCs to validate new ideas shape new solutions and provide direction to the Dev team.

Skills and Competencies:

MustHave capabilities:

• Strong Expertise in architecting and designing fullstack applications using the MERN stack (JavaScript) including clientside and serverside JavaScript
• Strong Expertise in architecting and designing fullstack applications using Python based development including Python Apps for LLM integration
• Wellrounded in both programming languages and key design patterns for both
• Prior Experience of leading solution design across frontend and backend development
• Prior Solution Design Experience across Data Processing Data Integration API integration Enterprise Systems Integration and Workflow Design
• Prior Solution Design Experience with Scaled GenAI solutions in Production including the use of LLMs and Multi modal AI.
• JavaScript / MERN stack competencies :
  • Minimum 8 years handson experience in designing and building FullStack MERN apps using both clientside and serverside JavaScript
  • Strong solution design experience across FrontEnd Web Apps and FrontEnd Web Development particularly apps built on React.js
  • Strong solution design experience with API Definition and Design API Best Practices Micro Services Architecture best practices and micro services solution design
  • Handson with Node.js and related serverside JavaScript frameworks including Express.js and Nest.js
  • Handson experience with deploying full stack MERN apps to a cloud platform such as Azure
  • Handson working experience with Serverside JavaScript Frameworks for building Domaindriven Micro Services including Nest.js and Express.js
  • Handson working experience with BFF frameworks such as GraphQL
  • Handson working experience with API Management and API Gateways
• GenAI / LLM Apps with Python competencies :
  • Minimum 5 years handson experience in designing and building Python based apps and solutions
  • Minimum 2 years handson experience in designing scaled GenAI solutions with LLMs and LLM models
  • Strong experience with designing for custom data solutions in Python including the design of data processing pipelines data workflows and integrating customer enterprise datasets to augment LLM knowledge
  • Solid Experience with designing scaled endtoend RAG pipelines using advanced preprocessing chunking embedding and ranking techniques to ground LLMs and enhance LLM output quality
  • Solid Experience with designing LLM Pipelines that incorporate both structured and unstructured datasets curated from various sources
  • Good Experience with designing AIenabled workflows that leverage AI and LLM models to drive automation including content automation creative automation and even business workflow automation
  • Good Experience with designing for AI Orchestration workflows that orchestrate across multiple tools platforms and services to facilitate an endtoend creative or content process
  • Handson Experience with Conversational AI solutions and chatdriven experiences
  • Handson Experience with multiple LLMs and models GPT4o GPT o1 and o3 mini Google Gemini Claude Sonnet etc.
  • Experience and Expertise in Cloud GenAI platforms services and APIs primarily Azure OpenAI and preferably also AWS Bedrock and/or GCP Vertex AI.
  • Credible Experience with designing solutions that leverage AI Assistants and the use of Assistants and threaded messages in orchestrating with LLMs
  • Handson Experience working with AI Agents and Agent Services.
  • Handson Experience with building Agentic AI workflows that enable iterative improvement of output
  • Handson Experience in guiding the evaluation of AI outputs and improving AI outputs.
• Multi Modal AI competencies :
  • Solution Design Experience with intelligent document processing and document indexing document content extraction pipelines
  • Solution Design Experience with using Multi modal AI models and solutions for Imagery and Visual Creative including the use of LoRA models.
  • Solution Design Experience with Computer Vision and Image Processing using Multimodal AI
  • Solution Design Experience with using Multi modal AI for Speech including Text to Speech and Custom Speech training.
  • Solution Design Experience with leveraging thirdparty / partner APIs to orchestrate across many Multi Modal AI models
• Ability to lead a group of development leads for the delivery of FullStack MERN Apps and Products/Solutions built on top of LLMs and LLM models.

NicetoHave capabilities :

• MERN Stack and CloudNative App Dev :
  • Handson working experience working with a Federated Graph architecture
  • Experience working with container apps and containerized environments
  • Handson working experience with Web Components and Portable UI components
• Python / ML LLM / GenAI App Dev :
  • Handson experience with both SingleAgent and MultiAgent Orchestration solutions and frameworks
  • Handson experience with different Agent communication and chaining patterns
  • Ability to leverage LLMs for Reasoning and Planning workflows that enable higher order goals and automated orchestration across multiple apps and tools
  • Ability to leverage Graph Databases and Knowledge Graphs as an alternate method / replacement of Vector Databases for enabling more relevant semantic querying and outputs via LLM models.
  • Good Background with Machine Learning solutions
  • Good foundational understanding of Transformer Models
  • Some Experience with custom ML model development and deployment is desirable.
  • Proficiency in deep learning frameworks such as PyTorch or Keras.
  • Experience with Cloud ML Platforms such as Azure ML Service AWS Sage maker and NVidia AI Foundry.

Location:

DGS India Pune Kharadi EON Free Zone

Brand:

Dentsu Creative

Time Type:

Full time

Contract Type:

Permanent