Real-Time Windows Kernel Engineer – ML Inference & SDK

Luxoft Poland; Województwo pomorskie; Presencial; PLN 240 000 - 320 000; Tempo integral

Resumo da oferta

Luxoft Poland is seeking an experienced Real-Time Developer to lead runtime and integration workstreams for an AMD hardware-assisted security platform. The role focuses on a low-latency Windows data pipeline, kernel-to-user space communication, and SDK/API layer development to support security software partners.

You will work on high-throughput data transfer, model loading and inference, and performance optimization, with regular on-site collaboration in Gdańsk.

Qualificações

• 4+ years of professional experience in systems programming using C or C++. Rust experience is also relevant when supported by strong low-level systems experience.
• Hands-on experience with Windows kernel programming concepts and driver-to-user-space communication mechanisms.
• Experience developing, integrating, debugging, or validating Windows kernel-mode drivers or closely related low-level Windows components.
• Experience building real-time, near-real-time, high-throughput, or low-latency software.
• Practical knowledge of high-performance communication/concurrency mechanisms (shared memory, ring buffers, asynchronous I/O).
• Strong understanding of concurrency, synchronization, memory management, and performance-sensitive software design.
• Strong debugging and profiling skills across kernel-mode and user-space Windows components.
• Experience developing production-oriented software with clear error handling, diagnostics, testing, and maintainability.
• Experience developing unit/integration/regression/load/stress tests for systems software.
• Ability to analyze and reduce latency, CPU overhead, memory use, and contention.

Responsabilidades

• Design and implement high-throughput, low-latency data pipelines from Windows kernel-mode to a user-space ML inference runtime.
• Develop reliable communication between Windows kernel-mode and user-space components.
• Develop and maintain the real-time inference integration layer with model loading and result handling.
• Integrate production-ready ML inference runtimes such as ONNX Runtime/OpenVINO.
• Design and implement a stable SDK/API layer for delivering threat signals to security partners.
• Support API lifecycle concerns including versioning and documentation.
• Implement per-process and per-thread telemetry attribution.
• Profile and optimize pipeline throughput, latency, memory usage, and CPU overhead.
• Design for concurrency using shared memory, ring buffers, lock-free queues, or asynchronous processing.
• Develop unit/integration/regression/load/stress tests for runtime and integration layer.
• Collaborate with Lab and ML Engineers for validation and end-to-end behavior.

Conhecimentos

C/C++ systems programming

Windows kernel programming

Driver-to-user space communication

Real-time, low-latency software

Concurrency and synchronization

Kernel-mode debugging/profiling

SDK/API development

Machine-learning inference integration

Performance tuning (latency/memory)

Formação académica

University degree in CS/EE/CE

Ferramentas

ONNX Runtime

OpenVINO

TensorRT

WinDbg

Descrição da oferta de emprego

Luxoft Poland is seeking an experienced Real-Time Developer to lead runtime and integration workstreams for an AMD hardware-assisted security platform. The role focuses on a low-latency Windows data pipeline, kernel-to-user space communication, and SDK/API layer development to support security software partners.

You will work on high-throughput data transfer, model loading and inference, and performance optimization, with regular on-site collaboration in Gdańsk.