Associate Architect

3 days ago


New Delhi, India Quantiphi Full time

Role : Associate Architect - Machine Learning (Gen AI)Experience : 6 to 8 YearsLocation : Bangalore / Mumbai (Hybrid)Job Summary:We are looking for an experienced Associate Architect - Machine Learning to join our team, focused on building Agentic AI workflows, fine-tuning Large Language Models (LLMs), performing prompt engineering, and applying related generative AI techniques. The ideal candidate will have expertise in cutting-edge AI technologies and the ability to design, develop, and deploy AI solutions that can autonomously perform tasks with minimal human intervention.Roles and Responsibilities:- Agentic AI Development : Design, develop, and optimize domain adaptive agentic AI systems that helps in automating business processes - LLM Fine-Tuning : Work with large-scale pre-trained models (like Llama, Mistral etc.) to fine-tune with techniques like PEFT, SFT and adapt them for specific applications and domains. Evaluate and Optimize for performance, accuracy, and efficiency. - Prompt Engineering : Design prompts with techniques like Chain of Thought, Few Shot to enhance model responses, ensuring that model outputs are aligned with use case requirements. - AI Workflow Automation : Build end-to-end workflows for AI solutions, from data collection and preprocessing to training, deployment, and continuous improvement in production environments. - Collaboration with Cross-functional Teams : Work closely with data scientists, software engineers, and product managers to define AI product requirements and deliver innovative solutions. - Research & Development : Stay current with the latest research and developments in generative AI, deep learning, NLP, reinforcement learning, and related fields to ensure that the organization stays at the forefront of technology. - Scaling and Deployment : Deploy machine learning models at scale, optimizing for latency, throughput, and robustness in production environments. - Documentation & Reporting : Maintain clear documentation of models, workflows, and experiments, and communicate results effectively to stakeholders.Skill Set Required:Experience :- Minimum 5+ years of hands-on experience in machine learning and AI engineering. - Proven track record in working with LLMs such as Llama, Mistral and models like GPT, BERT, T5, or similar. - Expertise in designing, fine-tuning, and deploying generative AI models and building agentic workflows. - Strong experience in prompt engineering to optimize AI models performance.Technical Skills :- Proficiency in Python, TensorFlow, PyTorch, or other ML frameworks. - Proficiency in building agentic workflows with tools like Langgraph, CrewAI, Autogen, PhiData or similar. - Familiarity with cloud platforms (AWS, GCP, Azure) for deployment and scaling of models. - Experience with NLP tasks, such as text classification, text generation, summarization, and question answering. - Knowledge of reinforcement learning, multi-agent systems, or other autonomous decision-making frameworks. - Familiarity with SDLC life cycle , data processing tools (e.g., Pandas, NumPy, etc.) and version control (e.g., Git).Soft Skills :- Strong problem-solving and analytical skills. - Excellent communication and teamwork abilities to collaborate with stakeholders. - Ability to work independently and drive projects to completion with minimal supervision.Preferred Skills & Qualifications:- Experience in deploying AI models at scale in production environments. - Expertise in large-scale data processing, optimization techniques, and model deployment.


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