ApplySarthi

Lead AI Architect ( Agentic SDLC )

Orion Innovation

Tailor my CV for this job, freeView job and applyYour CV rewritten for this role, from your real experience. Sign in with Google, nothing to install.

Got this interview? Our apps help you get the job.

Skills named in this job

Read from the description itself, not inferred.

This role on the market

3,949 open architect roles across 457 companies are on ApplySarthi right now, most of them in Bengaluru (256), Hyderabad (116), Delhi NCR (59).

What architect roles keep asking for: AWS (32%), Python (25%), Azure (22%), GCP (16%), Stakeholder management (15%), LLMs (14%), Customer success (13%), Generative AI (13%) — counted across their open postings here.

CI/CD jobs · LLMs jobs · Observability jobs · Python jobs

Orion Innovation has 66 open roles listed here.

Counted across 14 company job boards, updated as roles open and close.

Preparing for this interview

Interviews for architect roles keep coming back to AWS, Python, Azure, GCP. Practise those questions before you sit with Orion Innovation.

Questions you are likely to be asked

  1. Why do you want to join Orion Innovation?
  2. What is your experience with CI/CD? Tell me one thing you learned the hard way.
  3. Tell me about a time the data was messy or wrong. What did you do?
  4. How would you explain your model's result to someone who is not technical?
  5. What would you check first if a model's accuracy dropped after going live?

Prep Sarthi gives you a free mock interview: an AI interviewer asks you questions like these out loud, from your own CV and this job, and shows your score and your weakest answer.

Practise the Lead AI Architect ( Agentic SDLC ) at Orion Innovation interview free →

Orion Innovation is a premier, award-winning, global business and technology services firm.  Orion delivers game-changing business transformation and product development rooted in digital strategy, experience design, and engineering, with a unique combination of agility, scale, and maturity.  We work with a wide range of clients across many industries including financial services, professional services, telecommunications and media, consumer products, automotive, industrial automation, professional sports and entertainment, life sciences, ecommerce, and education.

Build the systems that change how software gets built.

We’re looking for an exceptional, hands-on Applied AI Engineer who combines deep software engineering expertise with creative thinking about developer productivity. You’re already a power user of AI coding tools, have customized your own development workflow, and are building toward a future where agents take on meaningful engineering work across the software development lifecycle.

In this role, you’ll design and build agentic workflows that connect requirements, architecture, implementation, testing, code review, deployment, and maintenance. You’ll turn promising prototypes into reliable systems that engineering teams trust and use.

You’ll partner directly with engineering leaders, developers, and customers to identify high-value opportunities, ship working solutions, and measure their impact. This role blends hands-on engineering, technical architecture, product judgment, and customer-facing leadership.

What you'll Do

·        Build coding agents that deliver real engineering outcomes. Develop agents that understand repositories, implement features, diagnose defects, write and run tests, address review feedback, and prepare changes for human approval.

·        Design agentic workflows across the SDLC. Connect issue trackers, repositories, developer environments, CI/CD pipelines, documentation, and observability tools into coordinated workflows with clear ownership and approval points.

·        Engineer reliable agent execution. Build context management, tool integrations, orchestration, isolated execution environments, state persistence, retries, and recovery mechanisms for complex engineering tasks.

·        Use AI coding tools as part of your daily craft. Apply tools such as Codex, Cursor, Claude Code to prototype, implement, debug, and refine the systems you build. Turn effective personal practices into repeatable team capabilities.

·        Build compelling demos and production-ready implementations. Create prototypes, reusable integrations, reference architectures, and automations that demonstrate value and support adoption.

·        Evaluate quality and productivity rigorously. Develop benchmarks and evaluation harnesses that measure task completion, code correctness, regression rates, security findings, latency, cost, and engineering effort.

·        Make autonomy safe and practical. Implement scoped permissions, secrets handling, audit trails, sandboxing, and human review controls appropriate to each workflow.

·        Lead technical discovery and enablement. Work alongside engineering teams to understand their constraints, run hands-on workshops, and guide adoption from initial experiments through production rollout.

·        Shape product direction through evidence. Translate deployment experience into actionable product requirements, model feedback, technical guides, and reusable engineering patterns.

 

 

What You Bring

·        5+ years of experience in software engineering, applied AI, developer tooling, platform engineering, or technically intensive solutions engineering, with a strong record of shipping working systems.

·        Strong programming skills in Python, TypeScript, or another widely used language, and confidence navigating unfamiliar codebases.

·        Deep practical experience with AI coding tools and concrete examples of workflows, integrations, or agents you have built and used.

·        Hands-on experience building LLM applications with tool calling, structured outputs, context retrieval, and iterative execution.

·        Strong understanding of software engineering fundamentals, including architecture, Git, automated testing, code review, CI/CD, debugging, and production operations.

·        The judgment to distinguish tasks that benefit from agents from those better served by deterministic automation—and to decide where human review is essential.

·        A disciplined approach to evaluating generated code and diagnosing failures across models, prompts, context, tools, and execution environments.

·        Clear written and verbal communication, including the ability to explain architectural tradeoffs and lead hands-on technical sessions.

·        Comfort with ambiguity, fast experimentation, and ownership from problem discovery through delivery and adoption.

What sets you apart

·        You’ve built agents that complete multi-step engineering tasks against real repositories.

·        You’ve developed agent evaluation frameworks, repository context systems, custom tools, MCP integrations, or orchestration infrastructure.

·        You’ve integrated coding agents into enterprise environments with meaningful security and operational requirements.

·        You’ve contributed developer tools, open-source projects, technical guides, or reference implementations.

·        You can demonstrate measurable improvements in engineering throughput or quality without shifting hidden work onto reviewers.

·        You bring a strong product instinct: you identify a valuable problem, build the smallest useful solution, and improve it based on evidence.

What Success looks like

Engineering teams adopt the workflows you build because they reliably help them ship better software. Agents complete clearly scoped tasks with measurable quality, failures are visible and recoverable, and successful experiments become reusable capabilities across teams.

Show us what you’ve built. A repository, live demo, technical walkthrough, or concrete example of an agentic development workflow will help us understand how you think and execute.

Orion is an equal opportunity employer, and all qualified applicants will receive consideration for employment without regard to race, color, creed, religion, sex, sexual orientation, gender identity or expression, pregnancy, age, national origin, citizenship status, disability status, genetic information, protected veteran status, or any other characteristic protected by law.

Candidate Privacy Policy

Orion Systems Integrators, LLC and its subsidiaries and its affiliates (collectively, “Orion,” “we” or “us”) are committed to protecting your privacy. This Candidate Privacy Policy (orioninc.com) (“Notice”) explains:

  • What information we collect during our application and recruitment process and why we collect it;
  • How we handle that information; and
  • How to access and update that information.

Your use of Orion services is governed by any applicable terms in this notice and our general Privacy Policy.

 

Match this job to your CV

ApplySarthi scores your CV against this role, shows the skills you are missing, and writes a tailored version for the application.

Check my match →

Similar open roles

Need answers during your interview? Try Live Sarthi.

Live Sarthi, an Interview Sarthi app, shows answer suggestions during the call.

Try Live Sarthi free →

A Windows app, from the same team as ApplySarthi.

Listed on greenhouse · posted 2026-11-04. ApplySarthi collects openings and links to application pages; the role is advertised by Orion Innovation, not by us.