Meta AR/VR Job | Sensor Research Engineer
Job（岗位）: Sensor Research Engineer
Type（岗位类型）: Hardware
Citys（岗位城市）: New York, NY
Date（发布日期）: 2024-7-16
Summary（岗位介绍）
The EMG HW Platform Team at Meta Reality Labs is seeking a Sensor Research Engineer to develop and execute on an EMG-centric sensor technology research agenda that will improve input efficacy and user experience. This work will include traditional sensors, new & novel sensors and multi-modal sensor data fusion. This person will work closely with cross functional teams to understand HW dependencies, develop algorithms, architect sensitive data infrastructure, evaluate novel biosensor technologies, and conduct studies and associated reviews in service of product needs.
Qualifications（岗位要求）
Bachelor's degree in Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience.
PhD in physics, electrical engineering, mechanical engineering, controls, biophysics, related field or equivalent work experience
3+ years of post-doc research experience
Experience in traditional statistical approaches, novel machine learning techniques, and management of novel, unstructured datasets
Experience defining, developing and leading large programs in a fast-paced, rapidly changing environment
Experience with algorithms for biosignal feature extraction
Experience in computational data analytics
Experience with peer-reviewed publications in biosensor outcomes research
Description（岗位职责）
Help develop and execute research & NTI roadmap and strategy in close coordination with product, research, and XFN teams
Architect sensing solutions, specs, and algorithmic solutions for EMG in collaboration with the product and research teams
Help develop a fundamental understanding on the causal relationships between HW and Science KPIs
Design and define research plans, methods, and protocol that deliver on technical roadmap strategy from feasibility to NTI
Drive the improvement and development of model agnostic EMG KPIs and eventual transfer functions to science KPIs & models
Develop and consult on study documentation to enable protocol compliance and human subject safety
Drive a deep understanding via root cause analysis and first principles assessment of various EMG failure modes at the N=1 human
Understand data collection tools and third-party devices to ensure data validity
Develop and guide novel computational data analytics to verify and validate sensing methodologies
Maintain the highest of research standards to ensure validity and reproducibility of results
Create ad-hoc demos demonstrating low fidelity capability of new HW leveraging existing ML frameworks
Additional Requirements（额外要求）
Experience investigating the electrochemical interface of biopotential electrodes
Experience in medical device technologies or related fields
Experience in clinical settings
Experience with cross-domain and cross-culture collaboration
