Associate Architect

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

Job Title: Associate Architect - Machine Learning (ML)

Location: Bangalore

Job Type: Full-Time

experience : 4-7 years

Overview:
Gen AI Awareness and Strategy:
- Develop and maintain a strategic understanding of Gen AI's role in the SDLC, including potential opportunities for automation, optimization, and acceleration.- Champion the adoption of Gen AI within sales, go-to-market (GTM) cycles, and client engagements.- Identify key areas where Gen AI-powered solutions can streamline processes and enhance software engineering workflows.- Stay up to date with the latest Gen AI research and industry trends, ensuring best practices are incorporated into solutions.

Responsibilities:
- Collaborate across multiple projects to identify Gen AI and ML strategies, even in the absence of a formal project charter.- Lead and drive discussions with clients to understand their pain points and recommend AI-driven solutions.- Actively contribute to strategy and operational meetings, sharing thought leadership on ML and Gen AI advancements.- Work closely with Project engineering and product teams to implement Gen AI capabilities into production-ready solutions.- Conduct proof-of-concepts (POCs) and feasibility studies to assess the viability of Gen AI models in solving business problems.- Assist teams with ML model selection, training, and deployment, ensuring solutions meet business requirements.- Mentor and guide junior engineers and data scientists in best practices for ML and Gen AI development.

Required Skills and Attributes:
- Technical Expertise:
- Strong experience with traditional ML techniques (supervised/unsupervised learning, time series forecasting, NLP) and Gen AI models (LLMs, diffusion models, transformers).- Proficiency in Python, TensorFlow, PyTorch, and experience with cloud-based ML services (AWS, GCP, Azure)..- Architect and optimize scalable AI systems using microservices, containerization (Docker, Kubernetes), and distributed computing for high availability and cost efficiency.- Design and develop AI agents with advanced memory management, tool integration, and performance scalability.- Implement RAG pipelines, optimize vector databases (Pinecone, Weaviate, Chroma), and enhance LLM knowledge retrieval.- Develop effective prompts using few-shot learning, chain-of-thought reasoning, and advanced prompt engineering techniques.- Maintain high-quality technical documentation for architectures, APIs, and workflows.- Strategic Thinking & Innovation:
- Identify and assess new Gen AI opportunities in business processes.- Strong analytical skills for ML model selection, scalability, and performance trade-offs.- Client Handling & Communication:
- Proven ability to lead client discussions, presentations, and workshops.- Ability to translate complex ML concepts into business-friendly language.- Strong collaboration skills, working cross-functionally with sales, product, and engineering teams.

Preferred Qualifications:
- Prior experience in Gen AI solutioning for enterprise use cases.- Familiarity with LLM fine-tuning, prompt engineering, and knowledge retrieval techniques.- Experience in deploying ML solutions in production environments at scale.

Why Join Us?-
- Collaborate with top AI/ML experts in a dynamic and forward-thinking environment.- Work on challenging and impactful projects that leverage cutting-edge AI technologies.
- If you like wild growth and working with happy, enthusiastic over-achievers, you'll enjoy your career with us__