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BJAK

Online auto insurance marketplace with services

On-device AI / ML Systems Engineer

Natural Language Processing & LLMsPosted on Nov 4
Full-timeLondon, UKNo salary listedHybrid

About the Job

Requirements

  • Strong experience in machine learning systems or inference engineering.
  • Experience deploying and optimizing models.
  • Strong Python and C++ skills.
  • Understanding of neural network inference.
  • Experience with model quantization and performance optimization.
  • Understanding of hardware constraints and inference benchmarks.

Responsibilities

  • Evaluate suitable open-weight and commercially available models for on-device execution.
  • Benchmark model performance on target mobile hardware.
  • Integrate models into Android applications and system services.
  • Optimize inference latency, memory consumption, and power usage.
  • Evaluate quantization, compression, and model distillation techniques.
  • Work with CPU, GPU, and NPU acceleration.
  • Evaluate local model capabilities for different workflows.
  • Build hybrid local/cloud model routing mechanisms.
  • Identify which tasks can be handled locally and which require cloud inference.
  • Work with AI agent engineers to integrate local models into the agent runtime.

Desired Qualifications

  • Experience with on-device large language models.
  • Experience with Qualcomm QNN, MediaTek NeuroPilot, or similar acceleration frameworks.
  • Experience with ONNX Runtime, LiteRT, TensorFlow Lite, or ExecuTorch.
  • Experience with Android NDK.
  • Experience with mobile or edge AI deployment.
  • Experience with multimodal model optimization.

About the Company

BJAK

Online auto insurance marketplace with services

Bjak.my runs Malaysia's leading online auto insurance marketplace and digital services platform, letting users compare and buy car and motor insurance from multiple insurers and renew road tax instantly. The product works by collecting user details, showing quotes, enabling purchase, and offering added services like nationwide towing and emergency roadside assistance, all through a single platform; revenue comes from commissions on sales and extra services. It differentiates itself with a wide insurer network and a multi-service approach (insurance, road tax renewal, towing, roadside help) backed by MSC Status. Its goal is to make auto-related financial and support services simpler, cheaper, and more accessible for users across Malaysia and the Southeast Asia region, while continuing to save customers money.

Company size
201-500
Company stage
Not listed
Total funding
Not listed
Headquarters
Petaling Jaya, Malaysia
Founded
2018

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