Huawei Research Center Germany
AI Systems Engineer(m/w/x)
Vollzeitnur vor OrtKeine Angabe
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HUHuawei Research Center Germany
Senior/Principal AI Systems Engineer(m/w/x)
VollzeitVor Ort
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Architecting hybrid agent systems with on-device, near-device, and cloud-scale reasoning. Deep ML inference pipeline production experience required. Healthy meals in company canteen, German language courses.
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Anforderungen
- Advanced academic background (BSc/Master/PhD) in Computer Science or related fields
- Strong foundations in systems engineering or machine learning
- Deep experience building ML inference pipelines
- Experience integrating ML inference pipelines into production
- Expertise in designing agent planning loops
- Expertise in designing agent memory subsystems
- Expertise in designing agent tool-use interfaces
- Expertise in designing multi-step reasoning pipelines
- Strong knowledge of CPU/GPU/NPU pipelines
- Strong knowledge of memory hierarchies
- Strong knowledge of low-level performance tuning on PC hardware
- Fluent English communication skills
- Ability to communicate complex systems clearly
- Familiarity with RPC frameworks
- Familiarity with message buses
- Familiarity with microservices
- Familiarity with distributed scheduling for multi-tier agent workloads
- Experience orchestrating model execution across environments
- Skilled in designing performance experiments
- Skilled in interpreting performance experiments
- Experience with model quantization
- Experience with model pruning
- Experience with model distillation
- Experience with efficiency-driven model transformations
Aufgaben
- Architect hybrid agent systems
- Design agent architectures combining on-device inference, near-device compute, and cloud-scale reasoning
- Lead multi-tier intelligence strategy
- Define agent component placement based on latency, cost, privacy, and hardware availability
- Build scalable agent runtimes
- Coordinate multiple models, sensor inputs, memory subsystems, and decision-making loops
- Drive performance across CPU/GPU/NPU/cloud
- Optimize latency, throughput, memory footprint, and energy efficiency
- Translate research into production agents
- Evaluate new model architectures with research teams
- Convert new models into robust agent behaviors
- Mentor and grow the engineering team
- Provide technical leadership and architectural guidance
- Offer mentorship in inference, agent logic, distributed systems, and hardware-aware optimization
Ausbildung
Doktor / Ph.D.
Sprachen
Englisch – fließend
Tools & Technologien
Computer Sciencesystems engineeringmachine learningML inference pipelinesagent architectureCPU/GPU/NPU pipelinesRPC frameworksmessage busesmicroservicesdistributed schedulingmodel executionperformance experimentsmodel quantizationmodel pruningmodel distillation
Benefits
Gratis oder Vergünstigte Mahlzeiten
- Healthy meals in company canteen
Weiterbildungsangebote
- Training opportunities
- Online training programs
- Face-to-face training programs
- German language courses
- Mandarin language courses
Lockere Unternehmenskultur
- Diverse and welcoming environment
Sinnstiftende Arbeit
- Self-responsible work
Von Nejo automatisch aufbereitet
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