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AI Research Scientist – GenAI

Company Description

The Bosch Research and Technology Center North America with offices in Sunnyvale, California, Pittsburgh, Pennsylvania, and Cambridge, Massachusetts is a part of the global Bosch Group (www.bosch.com), a company with over 70 billion euro revenue, 400,000 employees worldwide, a very diverse product portfolio, and a history spanning over 125 years. The Research and Technology Center North America (RTC-NA) is dedicated to providing technologies and system solutions for various Bosch business fields, primarily in the field of artificial intelligence, energy technologies, internet technologies, circuit design, semiconductors and wireless, as well as advanced MEMS design.

As a part of the global research, our AI research in Silicon Valley focuses on Foundation Models, Big Data Visual Analytics, Explainable AI (XAI), Natural Language Processing, Computer Vision & Mixed Reality, Cloud Robotics, Data Science, AI System Engineering, Time-series Analysis. We develop scalable, intelligent, and trustworthy AIoT solutions for Bosch products and services in application areas such as automated driving, advanced driver assistance systems (ADAS), robotics, smart manufacturing, enterprise AI, health care, smart home and building solutions.

Originating from Bosch AI research in Silicon Valley, we are responsible for pushing the boundaries of GenAI and foundation models through key innovations to solve complex industry problems, and shape the future user experience of Bosch products for both internal and external users in the fields of AI agent, 3D Vision, Advanced Driver Assistance Systems, etc. We work with internal partners of different Bosch business units to transfer our solutions into future products. We also actively collaborate with leading groups in academia and industry to promote research ideas and publish research findings in internationally renowned conferences and journals such as ACL, EMNLP, CVPR, ICCV, ECCV, ICRA, IROS, RSS, NeurIPS, AAAI and CoRL.

Job Description

  • Conduct research on GenAI and Foundation models (FM) to address academic and industrial challenges.
  • Work with an international team of experts to transfer and apply the Bosch in-house GenAI / FM innovations and 3rd-party solutions to Bosch AI products and services, such as ADAS, AI agents, etc.
  • Stay abreast of the latest technological advancements and market trends by attending academic conferences, technical events, and seminars.
  • Offer expert insights to the management team in relevant technology sectors, aiding in strategic planning, R&D trajectory, and investment decisions.
  • Document and disseminate research findings through high-caliber publications and/or patent submissions.

Qualifications

Basic Qualifications

  • Ph.D. in Computer Science or Engineering, or a related discipline or master’s degree with 3+ years industry experience (GenAI and/or foundation model related) after graduation.
  • 2+ years of research experience or equivalent graduate research experience on foundation models, including training, fine-tuning, and prompting.
  • In-depth experiences in deep learning, with work in at least two of the following areas: AI agent, RAG, multimodal transformers, multimodal language models, diffusion models, autonomous driving, time-series data analysis.
  • Proficiency in one or more programming languages commonly used in systems research (e.g., Python, C++) and hands on experience with AI / NLP / CV libraries.
  • Publication record in top venues including ACL, EMNLP, CVPR, ICCV, ECCV, ICRA, IROS, RSS, NeurIPS, AAAI and CoRL.
  • Strong interpersonal, communication, and teamwork capabilities.

Preferred Qualifications 

  • Strong background in math and statistics
  • 3+ years experiences in industrial research
  • Hands-on experience in product development in the above-mentioned areas for consumer/enterprise markets.
  • Experience in leading R&D project & team dealing with international customers.
  • Leadership skills with excellent English communication & teamwork skills.

Additional Information

The U.S. base salary range for this full-time position is $165,000 - $180,000. Within the range, individual pay is determined based on several factors, including, but not limited to, work experience and job knowledge, complexity of the role, job location, etc. Your Recruiter can share more details about the specific salary range for this position during the interview process.

In addition to your base salary, Bosch offers a comprehensive benefits package that includes health, dental, and vision plans; health savings accounts (HSA); flexible spending accounts; 401(K) retirement plan with an attractive employer match; wellness programs; life insurance; short and long term disability insurance; paid time off; parental leave, adoption assistance; and reimbursement of education expenses. Learn more about our full benefits offerings by visiting: https://www.myboschbenefits.com/public/welcome. Pay ranges included in the postings generally reflect base salary; certain positions may include bonus, commission, or additional benefits.

By choice, we are committed to a diverse workforce - EOE/Protected Veteran/Disabled.

All your information will be kept confidential according to EEO guidelines.

Average salary estimate

$172500 / YEARLY (est.)
min
max
$165000K
$180000K

If an employer mentions a salary or salary range on their job, we display it as an "Employer Estimate". If a job has no salary data, Rise displays an estimate if available.

What You Should Know About AI Research Scientist – GenAI, Bosch Group

Are you ready to dive into the future of artificial intelligence? At Bosch, we are looking for an AI Research Scientist – GenAI to join our dynamic team in sunny Sunnyvale, California. As part of our Research and Technology Center North America, you'll be at the forefront of groundbreaking projects, tackling industry challenges through innovative research on GenAI and foundation models. You'll collaborate with a diverse group of experts, leveraging state-of-the-art technologies to deliver AIoT solutions that drive advancements in fields like automated driving, robotics, and smart manufacturing. Your role will involve staying updated on the latest technological trends, attending conferences, and sharing your insights to shape the strategic direction of our R&D efforts. We value high-caliber research outputs, so expect to document your findings through publications and patents that contribute to the academic and industrial landscape. This is your opportunity to push the boundaries of AI and make a real impact on the future user experiences of Bosch's products. If you hold a Ph.D. in a relevant field and have hands-on experience with deep learning, we want to hear from you. Embrace the challenge, join us at Bosch, and let's create the future together!

Frequently Asked Questions (FAQs) for AI Research Scientist – GenAI Role at Bosch Group
What does an AI Research Scientist – GenAI do at Bosch?

As an AI Research Scientist – GenAI at Bosch, your primary role is to conduct cutting-edge research on Generative AI and foundation models. You will work closely with an international team of experts to implement and refine Bosch's in-house developments for various AI products and services.

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What qualifications are needed for the AI Research Scientist – GenAI position at Bosch?

Candidates for the AI Research Scientist – GenAI position at Bosch should possess a Ph.D. in Computer Science, Engineering, or related fields. Alternatively, a master's degree with at least three years of industry experience is also acceptable. Additionally, familiarity with deep learning and a strong publication record are crucial.

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What are the salary expectations for an AI Research Scientist – GenAI at Bosch?

The U.S. base salary range for an AI Research Scientist – GenAI at Bosch is between $165,000 and $180,000. Specific compensation depends on various factors like experience, role complexity, and job location.

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What is the work environment like for an AI Research Scientist – GenAI at Bosch?

At Bosch, the work environment for an AI Research Scientist – GenAI is dynamic and collaborative. You will be part of a diverse team that values innovation and creativity while providing the resources and support necessary for advanced research and development.

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How does Bosch support the professional development of an AI Research Scientist – GenAI?

Bosch encourages the professional growth of its AI Research Scientists – GenAI by providing access to various challenges, conferences, and industry events. Opportunities for training, mentorship, and collaboration with leading academic groups further enhance your development.

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What projects can I expect to work on as an AI Research Scientist – GenAI at Bosch?

As an AI Research Scientist – GenAI at Bosch, you'll engage in projects that involve foundation models, AI agents, autonomous driving, and advanced driver assistance systems. Your research will have real-world applications, contributing to Bosch's future product enhancements.

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What are the benefits of working as an AI Research Scientist – GenAI at Bosch?

Bosch offers an attractive benefits package for its AI Research Scientist – GenAI roles, including health and dental plans, a 401(K) retirement plan, paid time off, parental leave, and opportunities for education reimbursement. The well-being of employees is a top priority.

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Common Interview Questions for AI Research Scientist – GenAI
What motivates you to work in AI research, particularly within the domain of Generative AI?

In your response, highlight your passion for innovation and the transformative potential of AI. Discuss specific projects or experiences that sparked your interest in Generative AI, and explain how they align with Bosch's mission in this space.

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Can you describe your experience with foundation models and how you have implemented them in past projects?

Share detailed examples showcasing your hands-on experience with foundation models. Discuss specific methodologies you employed for training and fine-tuning, and emphasize the results and contributions of your projects.

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How do you stay updated on the latest trends and advancements in AI technology?

Explain your commitment to continuous learning through resources like academic journals, online courses, and conferences. Mention specific conferences or communities you engage with that pertain to Generative AI and foundation models.

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How would you approach a collaborative project with a diverse team of specialists?

Discuss the importance of effective communication and understanding diverse perspectives. Share strategies you use to foster teamwork and collaboration, and provide an example of a successful collaborative project you’ve worked on.

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What key challenges do you foresee in implementing AI solutions into Bosch's product lines?

Discuss potential hurdles such as data integration, user acceptance, or ethical concerns. Propose thoughtful solutions to these challenges that demonstrate your analytical ability and creativity in problem-solving.

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Describe your experience with programming languages and frameworks used in AI research.

Detail your familiarity with programming languages like Python and C++, highlighting specific frameworks or libraries you’ve utilized. Give examples of projects where these skills were essential for successful outcomes.

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How do you measure the success of an AI model you have developed?

Share your strategies for model evaluation, including metrics used for assessing performance. Highlight examples from your previous work where you successfully gauged a model's effectiveness and adjusted based on results.

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Tell us about a time you encountered failure in your research and how you handled it.

Discuss the importance of resilience when facing setbacks in AI research. Describe a specific scenario where something didn’t go as planned, what you learned from it, and how it ultimately contributed to your growth as a researcher.

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What role does explainable AI (XAI) play in your work?

Explain why XAI is critical in today's AI landscape, touching on its significance for user trust and product adoption. Discuss any personal experiences or projects where you focused on implementing XAI principles.

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How do you see the future of Generative AI evolving in the next few years?

Share your insight into emerging trends and advancements in Generative AI. Discuss the potential applications and implications these developments could have in various industries, including how Bosch could leverage these trends.

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Bosch is a global supplier of technology and services. Bosch specializes in consumer goods, industrial technology, and energy technology. It offers innovative solutions for smart homes, smart cities, connected mobility, and connected manufacturing...

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DATE POSTED
November 26, 2024

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