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Data Engineer – OTA & Telemetry Infrastructure
Data Engineer – OTA & Telemetry Infrastructure

Data Engineer – OTA & Telemetry Infrastructure at TopGrep Tech Private Limited · Bengaluru (Bangalore) · 4 - 6 years · ₹8L - ₹10L / yr · Bootstrapped · Posted 10 Aug 2026

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Data Engineer – OTA & Telemetry Infrastructure

Arka Mukherjee's profile picture
Posted by Arka Mukherjee
4 - 6 yrs
₹8L - ₹10L / yr
Bengaluru (Bangalore)
Skills
skill iconPython
SQL
Internet of Things (IOT)
skill iconRedis
Message Queuing Telemetry Transport (MQTT)
Observability
Log analysis
Data engineering
OTA
Apache Kafka
Apache Superset
PowerBI
Distributed Systems
Systems Development Life Cycle (SDLC)
Firmware development
Firmware
memoryDB
Dashboard
connected devices
Microservices
WebSocket
Automotive
skill iconAmazon Web Services (AWS)
skill iconRust

Experience: 4–6 Years

Domain: Automotive IoT | Connected Vehicles | Firmware & OTA

Core Stack: Rust | AWS | IoT Core | Apache Kafka | MemoryDB


Key Responsibilities  

OTA & Firmware Lifecycle  

  • Co-own OTA firmware rollout operations across multi-ECU connected vehicle architectures.
  • Design automated mechanisms to detect update failures, network interruptions, verification errors, and stalled deployments.
  • Implement deterministic retry, recovery, and rollback mechanisms to ensure reliable firmware updates without vehicle bricking.
  • Ensure firmware package integrity, signature validation, and data security throughout the OTA pipeline.

Data Engineering & Telemetry  

  • Design and maintain real-time streaming pipelines for vehicle telemetry, heartbeats, OTA campaign status, and ECU state changes.
  • Build high-throughput data services and workers using Rust for payload routing, processing, and verification.
  • Use Apache Kafka and AWS IoT Core for real-time data ingestion and event streaming.
  • Leverage AWS MemoryDB for Redis for low-latency fleet state, campaign progression, and session management.
  • Build resilient pipelines capable of handling intermittent connectivity, noisy networks, and out-of-order data.

Monitoring & Analytics  

  • Build real-time dashboards for fleet health, firmware versions, OTA campaigns, and update progress.
  • Define and monitor key OTA metrics including success/failure rates, retry rates, failure categories, and completion time.
  • Implement automated alerting and anomaly detection for unexpected failure spikes during staged or canary rollouts.
  • Analyze logs, traces, and telemetry data to identify campaign bottlenecks, telemetry loss, and hardware-related failures.

Required Skills  

Mandatory  

  • 4–6 years of experience in Data Engineering, Software Engineering, or IoT Backend Engineering.
  • Strong hands-on experience with Rust for backend/data processing applications.
  • Experience with AWS, particularly IoT Core, S3, ECS/EKS, and Lambda.
  • Strong experience with Apache Kafka and real-time data pipelines.
  • Hands-on experience with AWS MemoryDB for Redis or Redis Enterprise.
  • Working knowledge of Python and SQL.
  • Experience with MQTT, WebSockets, and HTTP/S protocols.
  • Strong understanding of distributed systems, streaming data, and resilient data pipelines.

Preferred  

  • Experience with firmware lifecycle management and OTA systems.
  • Exposure to connected vehicles, automotive IoT, telemetry platforms, or connected hardware fleets.
  • Experience with device shadows and fleet/device state management.
  • Experience building telemetry dashboards using Power BI, Apache Superset, or custom dashboards.
  • Experience with staged/canary deployments and automated failure recovery.

Primary Technology Stack  

  • Languages: Rust, Python, SQL
  • Cloud: AWS, IoT Core, S3, ECS/EKS, Lambda
  • Streaming: Apache Kafka
  • Caching & State: AWS MemoryDB for Redis, Redis
  • IoT Protocols: MQTT, WebSockets, HTTP/S
  • Analytics & Visualization: Power BI, Apache Superset
  • Domain: Automotive IoT, Vehicle Telemetry, OTA, Firmware Management


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About TopGrep Tech Private Limited

Founded :
2022
Type :
Product
Size :
0-20
Stage :
Bootstrapped

About

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Company social profiles

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 - Experience with DynamoDB single-table design


 - Experience integrating with third-party platforms and their webhooks, and keeping the data they produce in sync and trustworthy across services


 - At least one project owned through production rollout, including what broke afterward and who fixed it


 - Experience operating a service in production long enough to own its failure modes


 - Judgment about what a design costs in engineering time, dollars, and vendor commitment


 - A self-starter mindset with the ability to move quickly and ship iteratively, including on migrations, compliance obligations, and the manual steps nobody has automated yet


 - Enthusiasm for working closely with product, design, operations, data science, and support partners


-Tech Stack: AWS, TypeScript, Node.js, React, React Native, GraphQL, DynamoDB, serverless event-driven architecture; 


multi-channel comms (SMS, push, email); Firebase Auth; Statsig for experimentation; Redshift/Databricks-backed data pipelines


Preferred:

 - Experience with applicant tracking / recruiting funnels or other funnel-driven onboarding systems, and the drop-off analysis that improves them


 - Experience with experimentation and analytics infrastructure (Statsig, Fivetran, Redshift, Databricks) to measure and tune what you ship


 - Consent modeling and compliance obligations (e.g., driver terms-and-conditions and messaging consent) that span services

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Shubham Vishwakarma's profile image

Shubham Vishwakarma

Full Stack Developer - Averlon
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