What are the responsibilities and job description for the Principal Engineer/Researcher position at Resource Informatics Group?
Role- Principal Engineer / Researcher
Location- MOUNTAINVIEW CA
Duration- Long Term
Description :
PhD in Computer Science, Math, Statistics or related field
Hands on experience in R&D with proven credential in patents and publications - 5 year
Strong familiarity with end-to-end data services / domains and technologies.
PoC and Benchmarking experience in AI or data infrastructure
Strong research interest in AI infrastructure optimization
Research experience with AI and infrastructure, platform development, IoT, etc - 3 years
Experience with advanced AI modeling, distributed cloud systems & architecture including clustering, logs, tools, monitoring, etc. - 3 years
Hands-on prototyping and programming knowledge (e.g. Python, SQL / NoSQL, Kafka, Spark, etc). - 3 year
Managed research projects, e.g., planning, reporting, and managing time / team / outside collaborators - 3 year
Well-developed interpersonal and communication skills, including ability to respond professionally in all types of situations
Added bonus if you have :
PhD in Engineering (e.g. Computer Science, Data Science, Information / Data Management, Math, Statistics, Information Theory, etc) or related field
Corporate lab setting with a proven track record of cross functional collaboration and achievements experience
Key components of IoT, edge, distributed cloud architecture with emphasis on connected systems - 3 years
Experience of proof-of-concept (PoC) prototyping for connected cars and IoT systems - 3 years
Experienced with prototyping and cloud bulk data injestion techniques (e.g. AWS, Spark, Kaftka)- 2 years
Programming experience with Python, Rust and embedded systems (e.g. NVIDIA Jetson, Arduino, etc) - 2 years
Working experience and knowledge of connect car architecture and vehicle compute requirements - 2 years
Broad knowledge of Computer Systems, Software engineering and Embedded Systems
Experience working and communicating in multicultural and multinational companies - 2 years
Toyota experience
Who we're looking for
Toyota's Information Technology Lab is looking for a passionate and highly motivated Principal Engineer / Researcher for conducting research in AI modeling optimization & related software and systems for next-gen mobility services. The primary responsibility of this role is to research new and emerging AI technologies and to develop new AI model or optimization to reduce costs and speed up performance. He / She will participate in the R&D activities to build and advance AI and data infrastructure.
Reporting to the General Manager, the person in this role will support the Infrastructure and Data Platform Department's objective to develop next generation AI and data platform capable of handling millions of vehicles and provide MaaS (Mobility as a Service).
What you'll be doing
Define research goals & tasks for AI and / or data technology.
Work with university researchers on emergent AI technologies and algorithms.
Research and develop (open source, commercial) AI models where these models can be used widely across multiple business services including battery, supply chain, marketing, mobility, chatgpt for support, etc.
Innovate and develop new technologies to optimize AI models to improve AI computing.
Lead discussions of multiple number of products / applications using emerging data and AI technologies.
Research and develop new capabilities within AI domains, ie. Federated Learning, Decentralized and Distributed Algorithms, etc
Develop innovative ideas and solutions for AI domains that deliver
Better performance and Scalability
Lower cost and reduce latency
High Availability and Redundancy
Observability and Reliability
Encryption, Security, etc.
Conduct PoC and benchmarks AI Models to compare performance, costs and other criteria.
Establish research collaborations with leading experts in universities and industry consortiums
Mentoring and training junior researchers in group / department wide
Technology transfer ITL research to advanced development or valuable business contribution to the company
Generate patents and publications research in prestigious journals and conferences
Regularly champion reseach and present / influence to VP and GVP level and show AI or data technology expertise.
Evangelize the importance of AI, generative AI, AI platform and create vision and roadmap.
Keep a pulse on the job market with advanced job matching technology.
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