Generative AI Technical Architect

7 days ago

Bengaluru, India Career Soft Solutions Full time

About the Role:

We are looking for a highly experienced GenAI Technical Architect with strong domain expertise in Generative AI, Transformer architectures, and LLM-based solution implementation. The ideal candidate will lead technical programs and architect cutting-edge solutions using large language models (LLMs), Retrieval-Augmented Generation (RAG), and related GenAI technologies. This is a hybrid role combining deep hands-on knowledge, architecture-level thinking, and program management skills.

Key Responsibilities :

- Architect and lead the end-to-end implementation of GenAI solutions, including LLM selection, RAG integration, knowledge retrieval, and model deployment.

- Design and implement systems using Transformer architectures (Encoder/Decoder models), leveraging frameworks like Hugging Face, LangChain, or custom pipelines.

- Develop, evaluate, and deploy models using both Autoencoder (BERT, RoBERTa, DistilBERT) and Autoregressive (GPT, LLaMA, Mistral, PaLM, BLOOM, Claude, CodeGen, OPT) paradigms.

- Implement RAG (Retrieval-Augmented Generation) architecture with real-world datasets and search systems.

- Lead LLM fine-tuning and prompt engineering for domain-specific use cases and optimized performance.

- Utilize LangChain or similar frameworks to build intelligent pipelines and agents that interact with data and APIs.

- Drive the design and implementation of Knowledge Graphs, integrating structured and unstructured data for enterprise knowledge systems.

- Build and execute LLM evaluation pipelines using standard evaluation metrics like RAGAS, ROUGE, BLEU, BERTScore, etc.

- Collaborate with cross-functional teams including data science, product management, software engineering, and stakeholders to align technical roadmaps with business objectives.

- Mentor junior engineers and data scientists on GenAI best practices and tooling.

- Stay up-to-date with the latest advancements in Generative AI, NLP, and ML research and incorporate them into the companys AI strategy.

Required Technical Skillset :

- Strong expertise in Transformer architectures, including both:

- Autoencoding models: BERT, RoBERTa, DistilBERT

- Autoregressive models: GPT (OpenAI, GPT-J), LLaMA, Claude, Mistral, PaLM, CodeGen, BLOOM, OPT, etc.

- Solid understanding of the differences between Autoencoder and Autoregressive models and their use cases.

- Proven experience building and deploying RAG-based systems (e.g., using FAISS, ElasticSearch, or vector DBs like Pinecone, Weaviate).

- Proficiency with LangChain for orchestrating LLM applications.

- Demonstrated experience in fine-tuning LLMs for custom datasets or tasks.

- Strong understanding of ML Ops and GenAI Ops pipelines, from experimentation to deployment.

- Experience in AI/ML development lifecycle, including data preparation, model training, evaluation, and monitoring.

- Exposure to Knowledge Graph design and implementation is highly desirable.

- Familiarity with evaluation frameworks and scoring metrics: RAGAS, ROUGE, BLEU, BERTScore, etc.

- Programming expertise in Python and hands-on experience with Hugging Face Transformers, OpenAI APIs, LangChain, PyTorch/TensorFlow, LLM fine-tuning libraries.

- Knowledge of cloud-based AI platforms (AWS SageMaker, Azure ML, GCP Vertex AI) and containerization (Docker, Kubernetes).


(ref:hirist.tech)

  • Generative Ai Architect

    1 week ago

    Bengaluru, India Astria Digital Private Limited Full time

    **Generative AI Architect Job Description** As a Generative AI Architect, you will be responsible for developing and leading the design and implementation of cutting-edge generative artificial intelligence (AI) systems. Your role will involve combining your expertise in machine learning, deep learning, and generative models to create innovative solutions...

  • Generative Ai Architect

    9 hours ago

    Bengaluru, Karnataka, India Cognizant Full time

    **Skill: Generative AI Architect** **Experience: 5-14 years** **Location: Bangalore, India** **About Cognizant** Join a rapidly growing consulting and IT services Fortune 500 company with around 350,000 employees worldwide, a very flexible international business, customers that are leaders in their respective sectors, and a high level of...

  • Generative AI Architect

    19 hours ago

    Bengaluru, India Grid Dynamics Full time

    We are seeking an experienced GenAI Lead / Architect to drive the design and development of cutting-edge Generative AI solutions, leveraging advanced orchestration frameworks and graph/vector databases. The ideal candidate is hands-on, with deep technical expertise in building scalable AI architectures, and experienced in leading end-to-end solution design...

  • Generative AI Architect

    1 week ago

    Bengaluru, Karnataka, India Siemens Healthineers Full time ₹ 20,00,000 - ₹ 25,00,000 per year

    OverviewThe Solution Architect for Generative AI will be part of a team which designs, builds, and operates the AI services of Siemens Healthineers (SHS). The ideal candidate for this role will have experience with AI services. The role will require the candidate to develop and maintain artificial intelligence systems and applications that help businesses...

  • Generative AI Architect

    1 week ago

    Bengaluru, Karnataka, India Siemens Full time ₹ 20,00,000 - ₹ 25,00,000 per year

    Overview The Solution Architect for Generative AI will be part of a team which designs, builds, and operates the AI services of Siemens Healthineers (SHS). The ideal candidate for this role will have experience with AI services. The role will require the candidate to develop and maintain artificial intelligence systems and applications that help businesses...

  • Generative AI Architect

    5 days ago

    Bengaluru, India Siemens Healthineers Full time

    OverviewThe Solution Architect for Generative AI will be part of a team which designs, builds, and operates the AI services of Siemens Healthineers (SHS). The ideal candidate for this role will have experience with AI services. The role will require the candidate to develop and maintain artificial intelligence systems and applications that help businesses...

  • AI Technical Architect

    5 days ago

    Bengaluru, India Acronotics Limited Full time

    Company Description Acronotics Limited specializes in applying human intelligence to create cutting-edge robotic automation and artificial intelligence solutions. We focus on robotic process automation (RPA) and artificial intelligence (AI) to transform business operations for our clients. As a product, consulting, and services firm, Acronotics is dedicated...

  • Generative AI Architect

    1 week ago

    Bengaluru, India Grid Dynamics Full time

    We are seeking an experienced GenAI Lead / Architect to drive the design and development of cutting-edge Generative AI solutions, leveraging advanced orchestration frameworks and graph/vector databases. The ideal candidate is hands-on, with deep technical expertise in building scalable AI architectures, and experienced in leading end-to-end solution design...

  • Generative AI Architect

    7 days ago

    Bengaluru, India Grid Dynamics Full time

    We are seeking an experienced GenAI Lead / Architect to drive the design and development of cutting-edge Generative AI solutions, leveraging advanced orchestration frameworks and graph/vector databases. The ideal candidate is hands-on, with deep technical expertise in building scalable AI architectures, and experienced in leading end-to-end solution design...

  • Generative AI Architect

    7 days ago

    Bengaluru, India Grid Dynamics Full time

    We are seeking an experienced GenAI Lead / Architect to drive the design and development of cutting-edge Generative AI solutions, leveraging advanced orchestration frameworks and graph/vector databases. The ideal candidate is hands-on, with deep technical expertise in building scalable AI architectures, and experienced in leading end-to-end solution design...