Job Opening- AI Architect, Bangalore with 10+ Years Experience, Salary INR 25 LPA

Job Title: AI Architect
Location: On-site, Bangalore
Experience Required: 10+ Years
Education: Master’s in Computer Science, Mathematics, AI, or a related field preferred
Package: 25 LPA
No of Openings: 1

Job Description:

We are seeking an experienced and visionary AI Architect to lead the design, research, and deployment of cutting-edge AI solutions. This role combines advanced technical expertise with a strong research acumen to innovate in areas of generative AI, fine-tuning, NLP, retrieval systems, and scalable AI deployment. The ideal candidate will have a passion for solving complex problems and a track record of delivering impactful AI solutions in production environments.

Key Responsibilities:

Model Research and Innovation

• Conduct advanced research to fine-tune, optimize, and integrate state-of-the-art generative AI models, including Llama, Gemma, Llava, BLIP, CLIP, and other LLMs and VLMs.
• Explore and leverage state-of-the-art architectures, such as transformers and retrieval-augmented techniques (RAG), to develop innovative solutions aligned with cutting-edge advancements.
• Apply deep mathematical principles to foster innovation in algorithm and architecture research.

Fine-Tuning Expertise

• Leverage fine-tuning methodologies, including PEFT (e.g., LoRA, QLoRA, etc), to adapt pre-trained models for specialized use cases.
• Develop strategies to enhance model efficiency, scalability, and robustness while minimizing computational costs.

Natural Language Processing and Retrieval Systems

• Build sophisticated NLP pipelines and retrieval-based systems to enable advanced contextual understanding and interaction.
• Utilize tools like LangChain, LangGraph, and LlamaIndex for seamless integration of language models into real-world applications.
• Conduct original research to develop bespoke frameworks where off-the-shelf solutions are insufficient, ensuring optimal performance and scalability.

MLOps and Deployment

• Architect and deploy scalable, robust AI systems leveraging frameworks such as PyTorch and PyTorch Distributed for multi-instance GPU fine-tuning and training.
• Implement MLOps best practices for CI/CD, model monitoring, and performance optimization in production.

Collaborative Development

• Partner with cross-functional teams to translate business objectives into actionable AI-driven solutions.
• Foster a culture of continuous learning, innovation, and excellence across the organization.

Technical Proficiency

• Proficiency in frameworks such as PyTorch and tools like LangChain, LangGraph, LlamaIndex, Milvus, W&B, DeepSpeed, etc.
• Proven experience with fine-tuning methodologies, including PEFT (LoRA, QLoRA), RLHF, and advanced prompting techniques (Few-Shot, Zero-Shot, etc).
• Strong understanding of distributed training, retrieval systems, and scalable NLP techniques.
• Familiarity with MLOps practices and tools for robust AI system deployment.

Mathematical and Research Acumen

• In-depth knowledge of linear algebra, calculus, probability, statistics, and optimization techniques.
• Ability to interpret and implement methodologies from complex research papers and high-impact journals.
• Proven capability to track and synthesize state-of-the-art research from A* conferences and academic publications for applied use.

Who Should Apply?

This position is ideal for individuals with a strong foundation in AI research, hands-on experience with generative models, and a desire to push the boundaries of innovation. If you are passionate about leveraging AI to solve complex challenges and excel in a fast-paced, research-driven environment, we want to hear from you!

AI-Architect-Job-Opening-Bangalore

Location: On-site, Bangalore
Experience Required: 10+ Years
Education: Master’s in Computer Science, Mathematics, AI, or a related field preferred
Package: 25 LPA

Apply now and be part of a team that’s shaping the future of AI!