Dein persönlicher KI-Karriere-Agent
Senior Research Engineer – Advanced Modeling(m/w/x)
Developing advanced behavioral and nonlinear models for PHY components and systems. Strong background in nonlinear systems and signal processing required. Global network access, travel opportunities.
Anforderungen
- Master’s/PhD in Electrical/Electronic Engineering, Computer Science or related area
- Strong background in nonlinear systems, system modeling, signal processing
- Experience with high-speed PHY and SerDes systems (≥100Gb/s per lane designs)
- Experience developing behavioral/system-level models using Python, Matlab or similar
- Analyze complex problems and translate into viable solutions
- Familiarity with high-speed data converters and system performance impact (advantage)
- Experience in system identification and data-driven modeling (plus)
- Strong analytical mindset, ability to challenge assumptions, explore unconventional solutions
- Full professional proficiency in English (written and spoken)
- German and/or Chinese knowledge (advantage)
- Some travel activity expected
Aufgaben
- Develop advanced behavioral and nonlinear models of PHY components
- Develop advanced behavioral and nonlinear models of PHY systems
- Capture real-world impairments in models
- Improve prediction accuracy of models
- Reveal limitations beyond conventional assumptions
- Investigate impact of distortion on system performance
- Investigate impact of bandwidth limitations on system performance
- Investigate impact of memory effects on system performance
- Investigate impact of non-ideal behavior on architectural choices
- Explore novel signal processing techniques
- Evaluate novel signal processing techniques
- Explore compensation techniques informed by realistic system behavior
- Evaluate compensation techniques informed by realistic system behavior
- Generate insights into PHY design
- Identify dominant impairments
- Quantify impairment impact under realistic conditions
- Propose solution concepts at architecture level
- Evaluate solution concepts at architecture level
- Propose solution concepts at block level
- Evaluate solution concepts at block level
- Collaborate with cross-functional teams
- Align network protocol advancements with hardware development
- Ensure cohesive planning for next-generation solutions
- Ensure innovation for next-generation solutions
- Support system architecture discussions
- Influence system architecture discussions
- Support standards discussions
- Influence standards discussions
- Generate actionable insights for system architecture
- Generate actionable insights for technical positions in standards
- Engage with the global research community
- Lead conferences
- Collaborate with universities
- Collaborate with research institutes
- Explore future PHY concepts
- Shape future PHY concepts
Berufserfahrung
- ca. 4 - 6 Jahre
Ausbildung
- Master-Abschluss
Sprachen
- Englisch – fließend
- Deutsch – Grundkenntnisse
- Chinesisch – Grundkenntnisse
Tools & Technologien
- Python
- Matlab
Benefits
Sonstige Vorteile
- Travel opportunities
Startup-Atmosphäre
- Innovative culture
Lockere Unternehmenskultur
- Team spirit
- Diverse and welcoming environment
- Motivated team environment
Weiterbildungsangebote
- Knowledge exchange
- Training opportunities
- Language courses (German, Mandarin)
Karriere- und Weiterentwicklung
- Global network
Gratis oder Vergünstigte Mahlzeiten
- Healthy meals in company canteen
Sinnstiftende Arbeit
- Self-responsible work
Noch nicht perfekt?
- Huawei Research Center GermanyVollzeitnur vor OrtSeniorMünchen
- Huawei Research Center Germany
Senior Research Engineer in acoustic and electromagnetic wave propagation modeling for 6G ISAC and smart home(m/w/x)
Vollzeitnur vor OrtSeniorMünchen - Huawei Research Center Germany & Austria
Research Expert/Engineer for Wireless Intelligent Air Interface(m/w/x)
Vollzeitnur vor OrtSeniorMünchen - Huawei Research Center Germany & Austria
Senior Researcher - Disaggregated Datacenter Network Virtualization(m/w/x)
Vollzeitnur vor OrtSeniorDresden, München - Huawei Research Center Germany & Austria
Senior Research Engineer - AI for 6G(m/w/x)
Vollzeitnur vor OrtSeniorMünchen
Senior Research Engineer – Advanced Modeling(m/w/x)
Developing advanced behavioral and nonlinear models for PHY components and systems. Strong background in nonlinear systems and signal processing required. Global network access, travel opportunities.
Anforderungen
- Master’s/PhD in Electrical/Electronic Engineering, Computer Science or related area
- Strong background in nonlinear systems, system modeling, signal processing
- Experience with high-speed PHY and SerDes systems (≥100Gb/s per lane designs)
- Experience developing behavioral/system-level models using Python, Matlab or similar
- Analyze complex problems and translate into viable solutions
- Familiarity with high-speed data converters and system performance impact (advantage)
- Experience in system identification and data-driven modeling (plus)
- Strong analytical mindset, ability to challenge assumptions, explore unconventional solutions
- Full professional proficiency in English (written and spoken)
- German and/or Chinese knowledge (advantage)
- Some travel activity expected
Aufgaben
- Develop advanced behavioral and nonlinear models of PHY components
- Develop advanced behavioral and nonlinear models of PHY systems
- Capture real-world impairments in models
- Improve prediction accuracy of models
- Reveal limitations beyond conventional assumptions
- Investigate impact of distortion on system performance
- Investigate impact of bandwidth limitations on system performance
- Investigate impact of memory effects on system performance
- Investigate impact of non-ideal behavior on architectural choices
- Explore novel signal processing techniques
- Evaluate novel signal processing techniques
- Explore compensation techniques informed by realistic system behavior
- Evaluate compensation techniques informed by realistic system behavior
- Generate insights into PHY design
- Identify dominant impairments
- Quantify impairment impact under realistic conditions
- Propose solution concepts at architecture level
- Evaluate solution concepts at architecture level
- Propose solution concepts at block level
- Evaluate solution concepts at block level
- Collaborate with cross-functional teams
- Align network protocol advancements with hardware development
- Ensure cohesive planning for next-generation solutions
- Ensure innovation for next-generation solutions
- Support system architecture discussions
- Influence system architecture discussions
- Support standards discussions
- Influence standards discussions
- Generate actionable insights for system architecture
- Generate actionable insights for technical positions in standards
- Engage with the global research community
- Lead conferences
- Collaborate with universities
- Collaborate with research institutes
- Explore future PHY concepts
- Shape future PHY concepts
Berufserfahrung
- ca. 4 - 6 Jahre
Ausbildung
- Master-Abschluss
Sprachen
- Englisch – fließend
- Deutsch – Grundkenntnisse
- Chinesisch – Grundkenntnisse
Tools & Technologien
- Python
- Matlab
Benefits
Sonstige Vorteile
- Travel opportunities
Startup-Atmosphäre
- Innovative culture
Lockere Unternehmenskultur
- Team spirit
- Diverse and welcoming environment
- Motivated team environment
Weiterbildungsangebote
- Knowledge exchange
- Training opportunities
- Language courses (German, Mandarin)
Karriere- und Weiterentwicklung
- Global network
Gratis oder Vergünstigte Mahlzeiten
- Healthy meals in company canteen
Sinnstiftende Arbeit
- Self-responsible work
Über das Unternehmen
Huawei Research Center Germany
Branche
Telecommunications
Beschreibung
Huawei is a leading global ICT solutions provider advancing innovation in information and communications technology.
Noch nicht perfekt?
- Huawei Research Center Germany
Senior System Architect(m/w/x)
Vollzeitnur vor OrtSeniorMünchen - Huawei Research Center Germany
Senior Research Engineer in acoustic and electromagnetic wave propagation modeling for 6G ISAC and smart home(m/w/x)
Vollzeitnur vor OrtSeniorMünchen - Huawei Research Center Germany & Austria
Research Expert/Engineer for Wireless Intelligent Air Interface(m/w/x)
Vollzeitnur vor OrtSeniorMünchen - Huawei Research Center Germany & Austria
Senior Researcher - Disaggregated Datacenter Network Virtualization(m/w/x)
Vollzeitnur vor OrtSeniorDresden, München - Huawei Research Center Germany & Austria
Senior Research Engineer - AI for 6G(m/w/x)
Vollzeitnur vor OrtSeniorMünchen