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Engineering Lead - workflow Orchestration
Tech AI startup in Bangalore
Engineering Lead - workflow Orchestration
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Engineering Lead - workflow Orchestration

at Tech AI startup in Bangalore

Agency job
7 - 10 yrs
₹15L - ₹25L / yr
Remote only
Skills
JSON
yaml

We are seeking a seasoned Engineering Lead with deep expertise in workflow orchestration systems, stateful execution engines, and distributed task runtimes. You will architect the next generation of our DAG-based runtime, develop the infrastructure for agentic workflow composition, and drive execution excellence across engineering. This role combines hands-on systems design with technical leadership and team mentorship.

Key Responsibilities

1. Architect & Build the Swarm Runtime

  • Design and implement a DAG-based orchestration engine using Temporal, Argo Workflows, or equivalent event-driven runtimes.
  • Build a scalable primitive registry for tasks, operators, guards, and computational nodes.
  • Architect a robust scheduler capable of handling event triggers, retries, backoffs, and distributed coordination.

2. Develop the Workflow Composition Layer

  • Define and build a YAML/JSON-based DSL for describing agentic workflows, dependencies, and execution semantics.
  • Create a schema-driven rules engine ensuring validations, model calls, parallelism, conditional branching, and approval gates are seamlessly integrated.

3. Orchestration Logic & Runtime Intelligence

  • Implement orchestration logic that coordinates:
  • Validation layers
  • Model calls (LLMs, embedding engines, external APIs)
  • Human-in-the-loop approval gates
  • Stateful transitions and checkpointing
  • Ensure deterministic execution, traceability, and safe rollback mechanisms.

4. Workflow Certification & Automated Testing

  • Define certification standards for every workflow type, including:
  • Functional correctness
  • Latency and concurrency thresholds
  • Error-handling expectations
  • Observability and trace coverage
  • Build automated regression test suites validating workflow integrity before deployment.

5. Engineering Leadership & Delivery

  • Lead, mentor, and grow a team of backend and systems engineers.
  • Drive sprint planning, reviews, engineering discipline, and roadmap execution.
  • Own runtime delivery deadlines, cross-team coordination, and release quality.

6. Observability, Reliability & Production Excellence

  • Instrument the runtime with observability hooks: metrics, tracing, structured logs, and execution heatmaps.
  • Build robust retry logic, distributed locks, idempotency guards, and failover strategies.
  • Improve runtime stability, throughput, and scale characteristics.

Requirements

Must-Have

  • 8+ years of backend engineering experience building high-scale systems.
  • 3+ years leading teams focused on workflows, automation, orchestration, or distributed runtimes.
  • Deep understanding of:
  • Stateful orchestration engines (Temporal, Step Functions, Argo, Airflow)
  • Message queues, pub/sub systems, and event-driven patterns
  • Retry logic, compensating transactions, and idempotent operations
  • Distributed tracing, observability pipelines, and health checks
  • Strong background in concurrent programming, async task management, and execution models.
  • Hands-on experience with at least one systems language or backend stack (Python, Go, Rust, Node).

Nice-to-Have

  • Experience building workflow DSLs or schema-driven interpreters.
  • Familiarity with LLM pipelines, agentic runtimes, or AI-driven workflow automation.
  • Knowledge of Kubernetes-based runtime environments and workflow controllers.
  • Experience with pluggable architecture design, sandboxing, or execution policies.

What This Role Offers

  • Ownership of the core execution engine powering Perceive Now’s intelligent automation platform.
  • A high-impact leadership position shaping architectural strategy and engineering culture.
  • The opportunity to solve cutting-edge problems at the intersection of orchestration, distributed systems, and AI.


Read more
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Shubham Vishwakarma's profile image

Shubham Vishwakarma

Full Stack Developer - Averlon
I had an amazing experience. It was a delight getting interviewed via Cutshort. The entire end to end process was amazing. I would like to mention Reshika, she was just amazing wrt guiding me through the process. Thank you team.
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Shubham Vishwakarma

Full Stack Developer - Averlon
I had an amazing experience. It was a delight getting interviewed via Cutshort. The entire end to end process was amazing. I would like to mention Reshika, she was just amazing wrt guiding me through the process. Thank you team.
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