Software Engineer (SDE 3) - Agentic Workflows

Bytebeam; Bengaluru; On-site; INR 2,500,000 - 4,000,000; Full time

Job summary

Bytebeam in Bengaluru, India, is building a fleet-management platform and seeking a senior software engineer to design reliable, tool-using workflows for fleet operations and internal engineering processes. You will craft deterministic software where models use tools, retrieve context, and require approval when needed.

Collaborating with backend, frontend, QA, and product teams, you will implement orchestration, state management, retries, and safety guardrails, and create evaluation suites for

Qualifications

• 5+ years of software engineering experience building production backend or full‑stack systems.

Responsibilities

• Build agent-assisted workflows that help users investigate vehicle issues, understand fleet state, prepare reports, and complete repetitive operational tasks.
• Design typed tools and service interfaces over telemetry, alerts, actions, documentation, and fleet‑domain data.
• Implement orchestration, state management, retrieval, guardrails, retries, and human‑in‑the‑loop approval.
• Create offline and online evaluation suites covering task success, factuality, safety, latency, and cost.
• Instrument traces and feedback loops so failures can be reproduced and improved systematically.
• Defend workflows against prompt injection, over‑broad permissions, unsafe tool use, and ambiguous user intent.
• Partner with backend, frontend, QA, product, and domain experts to move prototypes into dependable product experiences.
• Make practical decisions about when deterministic software is better than a model.

Skills

Rust

Go

Backend systems

APIs

Observability

Retrieval augmented AI

LLM integration

Tooling design

Tools

Rust or Go tooling

APIs

Databases

Observability tooling

Job description

Bytebeam builds connected-vehicle infrastructure and is developing a fleet-management application that brings live telemetry, diagnostics, alerts, actions, and operational data into one working system.

Role Overview

About Bytebeam

Bytebeam builds connected-vehicle infrastructure and is developing a fleet-management application that brings live telemetry, diagnostics, alerts, actions, and operational data into one working system.

Role Overview

We are looking for a senior engineer to build reliable agentic workflows for fleet operations and internal engineering processes. This is not a prompt-only role. You will design software where models use well‑defined tools, retrieve the right operational context, ask for approval when needed, and produce actions that can be evaluated, audited, and trusted.

What You’ll Do

• Build agent-assisted workflows that help users investigate vehicle issues, understand fleet state, prepare reports, and complete repetitive operational tasks.
• Design typed tools and service interfaces over telemetry, alerts, actions, documentation, and fleet‑domain data.
• Implement orchestration, state management, retrieval, guardrails, retries, and human‑in‑the‑loop approval.
• Create offline and online evaluation suites covering task success, factuality, safety, latency, and cost.
• Instrument traces and feedback loops so failures can be reproduced and improved systematically.
• Defend workflows against prompt injection, over‑broad permissions, unsafe tool use, and ambiguous user intent.
• Partner with backend, frontend, QA, product, and domain experts to move prototypes into dependable product experiences.
• Make practical decisions about when deterministic software is better than a model.

Must‑Have Skills

• 5+ years of software engineering experience building production backend or full‑stack systems.
• Strong proficiency in Rust or Go
• Experience integrating LLM APIs or building tool‑using, retrieval‑augmented, or workflow‑oriented AI systems.
• Solid understanding of API design, databases, asynchronous work, testing, observability, and production reliability.
• Ability to design evaluation datasets and diagnose failures beyond subjective demos.
• Clear written communication and strong product judgment.

Good‑to‑Have

• Experience with fleet operations, IoT, telematics, customer support, or incident‑investigation workflows.
• Familiarity with vector/search systems, structured generation, workflow engines, or model routing.
• Experience with permission models, audit logs, PII controls, red teaming, or AI security.
• Contributions to developer tools, AI infrastructure, or evaluation frameworks.

What Success Looks Like

• You ship a small set of high‑value workflows that users repeatedly trust, with measurable task success, controlled permissions, predictable cost and latency, and a clear path from every production failure to an improved test.