Delivery Associate - AI Solutions

AI overview

Drive the integration of AI agents into live client workflows, ensuring measurable outcomes and continuous improvement in complex environments.

JD: Associate - AI Solution Delivery (Delivery Associate) | apna (Blue Machines)

Location: Bangalore (Domlur) | Work from Office | 2-4 years

The job, in plain terms

You’ll translate real client workflows into AI agents that drive measurable outcomes; safely, consistently, and at scale- “The Blue Machines Way”
Not demos. Not “prompt engineering as a hobby.” You’ll work with client realities: unclear requirements, edge cases, escalations, compliance, and outcomes that need to be delivered.

What you’ll actually do

  • Sit with client teams to map what’s really happening (not what the SOP says).
  • You’ll support live deployments: monitor performance, triage issues, run test calls, and keep agents stable as volume and edge cases grow
  • Build and improve conversational AI agents with guardrails, fallbacks, and escalation paths.
  • Provide production support: monitor dashboards/logs, triage issues, document incidents, and ship fixes with clear release notes
  • Analyze and spot failure patterns, and ship iterative improvements weekly.
  • Define success metrics and run tight feedback loops (quality, containment, latency, CSAT, ticket deflection).
  • Write crisp internal updates and client-facing change notes.
  • Operate in ambiguity; own problems end-to-end.

You’ll do well here if you…

  • Ask sharp questions before touching the solution.
  • Can explain tradeoffs without hand-waving.
  • Care about evaluation, not vibes.
  • Are resilient: you iterate when things are tested, and you can iterate towards perfection.
  • Communicate clearly in writing.

What we don’t care about

  • Fancy buzzwords.
  • “I’m passionate about AI” with no evidence of doing hard work.
  • Perfect grammar more than clear thinking.
  • Why this role exists
  • We’re deploying agents into real workflows at speed and scale for enterprises & organization across the world. The agents must be useful, safe, measurable, and continuously improved. 
  • If it doesn’t hold up in the real world, it doesn’t count.

Founded in 2019, the Apna mobile app is India’s largest professional networking platform dedicated to helping India’s burgeoning working class to unlock unique professional networking, and skilling opportunities. The app is currently live in 14 cities - Mumbai, Delhi-NCR, Bengaluru, Hyderabad, Pune, Ahmedabad, Jaipur, Ranchi, Kolkata, Surat, Lucknow, Kanpur, Ludhiana, and Chandigarh. Having raised $90+ million from marquee investors like Insight Partners, Tiger Global, Lightspeed India, Sequoia Capital, Rocketship.vc and Greenoaks Capital, Apna is on a mission to enable livelihoods for billions in India. With over 10 million users, present in 14 cities and counting, and over 100,000 employers that trust the platform - India has a new destination to discover relevant opportunities.

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