Senior Data Engineer IRC290554

Slovensko
Trvalý pracovný pomer
Plný úväzok

Pred 29 dňami

DescriptionSeeking a highly specialized Solution Architect (VLM/VLA Systems) to design and optimize advanced Vision-Language Models for real-time (10 FPS) multimodal inference on customers’ automotive hardware. Requires deep expertise in accelerated computing, quantization, and systems-level performance optimization.#LI-YK1
#LI-RemoteRequirementsKey Skills:

Accelerated Computing Architecture: Deep understanding of the execution stack on high-performance automotive SoCs, specifically the interplay between memory hierarchy, NPUs, and GPUs.
Transformer Performance Dynamics: Expert knowledge of the compute and memory bottlenecks inherent in Large Multimodal Models.
Quantization & Optimization Logic: Proven ability to lead selection of model compression strategies (pruning, distillation, or quantization) based on accuracy-performance trade-offs.
Systems Engineering for PoCs: Experience leading rapid prototyping teams where the priority is “Time-to-Inference” and stable performance under load.
Strategic Technical Communication: Ability to communicate complex hardware-aware AI challenges clearly to both engineering teams and non-technical stakeholders.

Job responsibilitiesFocus: Architectural orchestration and performance-driven delivery of vision-language models on advanced automotive hardware.Key Responsibilities:

Execution Pipeline Orchestration: Design the technical flow from multi-camera data ingest through the vision encoder to the action head, optimizing for zero-copy memory transfers and balanced NPU/GPU utilization.
Performance KPI Roadmapping: Define the technical path to hit the 10 FPS target, making strategic decisions on precision levels and hardware-accelerated preprocessing.
Risk & Feasibility Governance: Lead the “Go/No-Go” technical gate by identifying architectural blockers in the model graph and determining the most efficient path for custom kernel implementation.
Hardware-Software Synthesis: Align the efforts of the Platform Engineer and the Performance Engineer to ensure the software stack is fully tuned to the specific hardware architecture.
Technical Strategy for Customer: Translate hardware-level constraints (e.g., thermal limits or memory bandwidth) into actionable technical reports and decision frameworks for client stakeholders.

What we offerCulture of caring. At GlobalLogic, we prioritize a culture of caring. Across every region and department, at every level, we consistently put people first. From day one, you'll experience an inclusive culture of acceptance and belonging, where you'll have the chance to build meaningful connections with collaborative teammates, supportive managers, and compassionate leaders.Learning and development. We are committed to your continuous learning and development. You'll learn and grow daily in an environment with many opportunities to try new things, sharpen your skills, and advance your career at GlobalLogic. With our Career Navigator tool as just one example, GlobalLogic offers a rich array of programs, training curricula, and hands-on opportunities to grow personally and professionally.Interesting & meaningful work. GlobalLogic is known for engineering impact for and with clients around the world. As part of our team, you'll have the chance to work on projects that matter. Each is a unique opportunity to engage your curiosity and creative problem-solving skills as you help clients reimagine what's possible and bring new solutions to market. In the process, you'll have the privilege of working on some of the most cutting-edge and impactful solutions shaping the world today.Balance and flexibility. We believe in the importance of balance and flexibility. With many functional career areas, roles, and work arrangements, you can explore ways of achieving the perfect balance between your work and life. Your life extends beyond the office, and we always do our best to help you integrate and balance the best of work and life, having fun along the way!High-trust organization. We are a high-trust organization where integrity is key. By joining GlobalLogic, you're placing your trust in a safe, reliable, and ethical global company. Integrity and trust are a cornerstone of our value proposition to our employees and clients. You will find truthfulness, candor, and integrity in everything we do.About GlobalLogicGlobalLogic, a Hitachi Group Company, is a trusted digital engineering partner to the world's largest and most forward-thinking companies. Since 2000, we've been at the forefront of the digital revolution - helping create some of the most innovative and widely used digital products and experiences. Today we continue to collaborate with clients in transforming businesses and redefining industries through intelligent products, platforms, and services.

GlobalLogic

Reagovať