Senior AI Researcher and Engineer
7 hours ago
We are seeking a highly motivated and experienced Principal AI Engineer/Researcher to join our team at Global Technology Associates. The successful candidate will be responsible for conducting research in AI modeling optimization and related software and systems for next-gen mobility services.
Key Responsibilities- Define research goals and tasks for AI and/or data technology.
- Work with university researchers on emergent AI technologies and algorithms.
- Research and develop AI models that can be used widely across multiple business services.
- Innovate and develop new technologies to optimize AI models and improve AI computing.
- Lead discussions of multiple products/applications using emerging data and AI technologies.
- Research and develop new capabilities within AI domains, such as 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 and 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 research and present/influence to VP and GVP level and show AI or data technology expertise.
- 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.
GTA Questions :
- Can you describe a specific AI model optimization project you've led, detailing the challenge you faced, the approach you took to improve performance or reduce costs, and the quantifiable results you achieved?
- How would you approach developing a federated learning system for Toyota's connected vehicles to improve AI models while maintaining data privacy? Please outline your research methodology and potential challenges you'd anticipate.
- What is the highest level of education you have completed?
- Are you currently working? If yes, why are you currently looking to make a move?
- Based on the job description, what is your desired compensation for this role? Please do not put negotiable.
- When would you be available to interview and start this position, if selected?
- If you currently do not live near the job location and the commute is too far for you, are you willing and able to relocate at your own expense?
- Are you able to work in the U.S. without need for a Visa, other than a TN Visa for Canadian citizens?
- For submittal purposes, please provide the day and month in which you were born (We do not need the year).
- For submittal purposes, please provide the last 4 digits of your SSN.
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