Milestone Technologies is a global IT managed services firm that partners with organizations to scale their technology, infrastructure and services to drive specific business outcomes such as digital transformation, innovation, and operational agility. Milestone is focused on building an employee-first, performance-based culture and for over 25 years, we have a demonstrated history of supporting category-defining enterprise clients that are growing ahead of the market. The company specializes in providing solutions across Application Services and Consulting, Digital Product Engineering, Digital Workplace Services, Private Cloud Services, AI/Automation, and ServiceNow. Milestone culture is built to provide a collaborative, inclusive environment that supports employees and empowers them to reach their full potential.
Our seasoned professionals deliver services based on Milestone's best practices and service delivery framework. By leveraging our vast knowledge base to execute initiatives, we deliver both short-term and long-term value to our clients and apply continuous service improvement to deliver transformational advantages to IT. With Intelligent Automation, Milestone helps businesses further accelerate their IT transformation. With more than 3,000 employees serving over 200 companies worldwide, we are following our mission of revolutionizing the way IT is deployed.
Leads end-to-end AI/ML solution architecture, including RAG pipeline patterns, Context Engineering, Memory Management, governance framework, security posture, prompt frameworks, and agent workflow design, Gen AI Architecture; and owns orchestrator design, the MCP Integration Framework architecture, the GraphRAG query-generation approach, and evaluation architecture.
Own RAG pipeline patterns, Context Engineering, Memory Management, governance framework, security posture, prompt frameworks, and agent workflow design, Gen AI Architecture.
Ensure feature designs align with the overall platform architecture and engineering standard




Review and approve designs proposed by the AI/ML Engineers before sprint commitment
Own orchestrator design and the MCP Integration Framework architecture
Own evaluation architecture for platform AI components
Required Skills & Experience

- 8+ years AI/ML solution architecture experience, including RAG pipeline and prompt-framework design
- Hands-on experience designing multi-agent workflows
- Strong grasp of platform architecture alignment and compliance / engineering standards
- Prior experience owning solution architecture for an AI product suite
- Hands-on experience with AWS and with MCP or comparable agent-integration protocols
- Experience designing evaluation architecture for AI systems
- Experience architecting across six or more concurrent capability suites

Experience defining a formal MCP registration / agent-card standard
Evaluation architecture experience tied to MLflow or similar
B.Tech/M.Tech in Computer Science, AI/ML, or a related field, or equivalent practical experience.
Compensation
Exact compensation and offers of employment are dependent on circumstances of each case and will be determined based on job-related knowledge, skills, experience, licenses or certifications, and location.
Our Commitment to Diversity & Inclusion
At Milestone we strive to create a workplace that reflects the communities we serve and work with, where we all feel empowered to bring our full, authentic selves to work. All qualified applicants will receive consideration for employment and will not be discriminated against on the basis of race, color, religion, gender, gender identity, marital status, age, disability, veteran status, sexual orientation, national origin, or any other category protected by applicable federal and state law, or local ordinance. Milestone also makes reasonable accommodations for disabled applicants and employees.
We welcome the unique background, culture, experiences, knowledge, innovation, self-expression and perspectives you can bring to our global community. com and Linkedin.Please be advised of the following official Milestone Technologies recruitment policies:

📌 AI ML Architect (Kochi)
🏢 Milestone Technologies
📍 Kochi