Associate Architect
4 days ago
While technology is the heart of our business, a global and diverse culture is the heart of our success. We love our people and we take pride in catering them to a culture built on transparency, diversity, integrity, learning and growth.
If working in an environment that encourages you to innovate and excel, not just in professional but personal life, interests you
- you would enjoy your career with Quantiphi
Role : Associate Architect - Machine Learning
Required Experience : 6 to 9 years
Location : Bengaluru / Mumbai (Hybrid)
Roles and Responsibilities:
- Agentic AI Development: Design, develop, and optimize domain adaptive agentic AI systems that helps in automating business processes-
- 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.
Skills Required:
- 6 to 9 years of work 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 mínimal 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.
- If you like wild growth and working with happy, enthusiastic over-achievers, you'll enjoy your career with us__
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