MNC Co. Looking For Edge AI & Computer Vision Bangalore

Department Icon Data Science Analytics & Machine Learning
Posted: 9 months ago
8-10 years
Bengaluru
Data Science Analytics & Machine Learning
work from office
Full Time

Posted: 9 months ago
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Job Description

Role & responsibilities

  • Technical Delivery & Architecture
  • • Lead end-to-end technical delivery of Edge AI, Computer Vision, and Generative / Agentic
  • AI solutions
  • • Drive architecture and delivery planning for AI systems deployed on edge devices and on-
  • premise infrastructure
  • • Guide implementation of:
  • Computer Vision and image processing pipelines
  • Deep Learning models optimized for edge inference
  • Generative AI and agent-based workflows for local reasoning, decision-making, and

automation

  • Sensor integration and real-time data acquisition
  • • Collaborate with architects to design hybrid AI systems where GenAI/agents operate locally
  • or in coordination with centralized services
  • Edge Optimization & Performance
  • • Ensure optimization across:
  • Model size, inference latency, throughput, and accuracy trade-offs
  • Efficient execution of GenAI models and agent logic on constrained platforms
  • Platform-specific acceleration (CPU, GPU, NPU, DSP)

  • • Drive techniques such as quantization, pruning, distillation, and hardware-aware
  • optimization
  • • Oversee benchmarking, performance tuning, and real-time validation
  • Platform, Deployment & Lifecycle
  • Lead deployment of AI solutions on embedded, edge, and on-premise platforms
  • Coordinate integration with cameras, sensors, industrial devices, and IoT systems

Domain & Stakeholder Collaboration

  • Translate domain needs into technical delivery plans, AI KPIs, and system constraints
  • Communicate risks, trade-offs, and performance expectations to stakeholders

Delivery Leadership & Governance

  • Own delivery plans, schedules, dependencies, and technical risks for complex AI programs
  • Drive Agile / Hybrid delivery models supporting hardwaresoftware co-development
  • Ensure compliance with safety, regulatory, and quality standards where applicable

Skills

Agentic AiGenerative AiEdge AiTechnical DeliveryComputer VisionPremises AI SolutionsHardware PlatformsManufacturingDelivery

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