Applied Scientist, ML_AI

6 months ago

Shanghai, China Amazon Information Service (Beijing) Co., Ltd. - A67 Full time
AWS Utility Computing (UC) provides product innovations — from foundational services such as Amazon’s Simple Storage Service (S3) and Amazon Elastic Compute Cloud (EC2), to consistently released new product innovations that continue to set AWS’s services and features apart in the industry. As a member of the UC organization, you’ll support the development and management of Compute, Database, Storage, Internet of Things (Iot), Platform, and Productivity Apps services in AWS, including support for customers who require specialized security solutions for their cloud services.

AWS AI/ML is looking for world class scientists and engineers to join its AI Research and Education group working on foundation models, large-scale representation learning, and distributed learning methods and systems. At AWS AI/ML you will invent, implement, and deploy state of the art machine learning algorithms and systems. You will build prototypes and innovate on new representation learning solutions. You will interact closely with our customers and with the academic and research communities. You will be at the heart of a growing and exciting focus area for AWS and work with other acclaimed engineers and world famous scientists.

Large-scale foundation models have been the powerhouse in many of the recent advancements in computer vision, natural language processing, automatic speech recognition, recommendation systems, and time series modeling. Developing such models requires not only skillful modeling in individual modalities, but also understanding of how to synergistically combine them, and how to scale the modeling methods to learn with huge models and on large datasets. Join us to work as an integral part of a team that has diverse experiences in this space. We actively work on these areas:

* Hardware-informed efficient model architecture, training objective and curriculum design
* Distributed training, accelerated optimization methods
* Continual learning, multi-task/meta learning
* Reasoning, interactive learning, reinforcement learning
* Robustness, privacy, model watermarking
* Model compression, distillation, pruning, sparsification, quantization

About the team
Diverse Experiences
AWS values diverse experiences. Even if you do not meet all of the qualifications and skills listed in the job description, we encourage candidates to apply. If your career is just starting, hasn’t followed a traditional path, or includes alternative experiences, don’t let it stop you from applying.

Why AWS?
Amazon Web Services (AWS) is the world’s most comprehensive and broadly adopted cloud platform. We pioneered cloud computing and never stopped innovating — that’s why customers from the most successful startups to Global 500 companies trust our robust suite of products and services to power their businesses.

Inclusive Team Culture
Here at AWS, it’s in our nature to learn and be curious. Our employee-led affinity groups foster a culture of inclusion that empower us to be proud of our differences. Ongoing events and learning experiences, including our Conversations on Race and Ethnicity (CORE) and AmazeCon (gender diversity) conferences, inspire us to never stop embracing our uniqueness.

Mentorship & Career Growth
We’re continuously raising our performance bar as we strive to become Earth’s Best Employer. That’s why you’ll find endless knowledge-sharing, mentorship and other career-advancing resources here to help you develop into a better-rounded professional.

Work/Life Balance
We value work-life harmony. Achieving success at work should never come at the expense of sacrifices at home, which is why we strive for flexibility as part of our working culture. When we feel supported in the workplace and at home, there’s nothing we can’t achieve in the cloud.

BASIC QUALIFICATIONS

- 3+ years of building models for business application experience
- PhD, or Master's degree and 4+ years of CS, CE, ML or related field experience
- Experience in patents or publications at top-tier peer-reviewed conferences or journals
- Experience programming in Java, C++, Python or related language
- Experience in any of the following areas: algorithms and data structures, parsing, numerical optimization, data mining, parallel and distributed computing, high-performance computing

PREFERRED QUALIFICATIONS

- Experience using Unix/Linux
- Experience in professional software development

  • Applied Scientist, Shanghai AI Lab

    7 months ago

    Shanghai, China Amazon Information Service (Beijing) Co., Ltd. (Shanghai Branch) Full time

    The AWS Shanghai AI Lab is looking for a passionate, talented, and inventive staff in all AI domains with a strong machine learning background as an Applied Scientist. Founded in 2018, the Shanghai Lab has been an innovation center of for long-term research projects across domains as machine learning, computer vision, natural language processing, and...

  • Senior Applied Scientist, AWS Shanghai AI Lab

    6 months ago

    Shanghai, China Amazon Information Service (Beijing) Co., Ltd. (Shanghai Branch) Full time

    AWS Utility Computing (UC) provides product innovations — from foundational services such as Amazon’s Simple Storage Service (S3) and Amazon Elastic Compute Cloud (EC2), to consistently released new product innovations that continue to set AWS’s services and features apart in the industry. As a member of the UC organization, you’ll support the...

  • Scientist / Senior Scientist / Principal Scientist, Immunology Discovery

    8 months ago

    Shanghai, China Roche Full time

    The Position Primary Purpose of Job Collaborate with a group of immunology scientists and associates to provide expert biology support to preclinical and clinical studies for the discovery and development of new therapeutic agents. Scientists are responsible for contributing to new medical hypothesis, new target validation, new project initiation and...

  • Scientist Ultrasound Imaging

    1 month ago

    Shanghai, China Philips Full time

    JOB DESCRIPTION Job Title Scientist Ultrasound Imaging Job Description Job title: Build a high growth business that will help improve the lives of millions of people who require physically and physiologically monitoring and intervention when needed both in and outside hospitals, while contributing in the Philips digital transformation journey as...

  • Regional Clinical Scientist

    2 months ago

    Shanghai, Shanghai, China Philips Full time

    Job TitleRegional Clinical ScientistJob DescriptionPhilips is seeking a Regional Clinical Scientist to join their Innovation group of Philips Image Guided Therapy – Systems (IGT-S). In this role, you will have the opportunity to apply your clinical and technical knowledge to shape the future of minimally invasive procedures.Key ResponsibilitiesProvide...

  • Scientist II, Field Applications

    6 months ago

    Shanghai, China Thermo Fisher Scientific Full time

    Application Scientist, Customer Support Thermo Fisher Scientific Inc. is the world leader in serving science, with annual revenue exceeding $40 billion. Our Mission is to enable our customers to make the world healthier, cleaner and safer. Whether our customers are accelerating life sciences research, solving complex analytical challenges, improving...

  • Senior Data Scientist

    1 month ago

    Shanghai, China Bosch Group Full time

    Job DescriptionWe are seeking a highly skilled and experienced Senior Data Scientist / AI Engineer to join our team. As a Senior Data Scientist / AI Engineer, you will be responsible for developing and implementing cutting-edge solutions using Python, Machine Learning, LLMs, and classical NLP methodologies. You will work closely with our team of experts to...

  • Senior Data Scientist

    1 month ago

    Shanghai, China Bosch Full time

    Job Description We are seeking a highly skilled and experienced Senior Data Scientist / AI Engineer to join our team. As a Senior Data Scientist / AI Engineer, you will be responsible for developing and implementing cutting-edge solutions using Python, Machine Learning, LLMs, and classical NLP methodologies. You will work closely with our team of experts...

  • Scientist, AI Researcher

    7 months ago

    Shanghai, China Roche Full time

    The Position Primary Purpose of Job We are seeking a talented artificial intelligent (AI) researcher to join AI, Data and Digital (AIDD) team at China Innovation Center of Roche (CICoR). In this role, you will collaborate with computational biologists and chemists, as well as informatics and digital experts to develop AI algorithms, build...

  • Senior Agricultural Research Scientist

    1 month ago

    Shanghai, Shanghai, China Syngenta Group Full time

    OverviewSyngenta Group is a leading agriculture company that aims to improve crop yields and quality while reducing environmental impact.We are seeking a highly motivated and skilled Senior Agricultural Research Scientist to join our team in China.SalaryThe estimated annual salary for this position is around ¥420,000 - ¥600,000, depending on experience and...

  • Research Scientist

    2 months ago

    Shanghai, Shanghai, China Siemens Shanghai Medical Equipment Ltd. Full time

    Job Summary:We are seeking a highly skilled Research Scientist to join our team at Siemens Shanghai Medical Equipment Ltd. in pioneering breakthroughs in healthcare. As a Research Scientist, you will design and implement algorithms in Deep Learning for Medical Image Analysis problems.Responsibilities:Design, implement, and test algorithms in Deep Learning...

  • Senior Scientist, Drug Discovery Expert

    4 weeks ago

    Shanghai, Shanghai, China Roche Full time

    Job SummaryWe are seeking a highly skilled Senior Scientist to join our team at the China Innovation Center of Roche (CICoR). This role will involve collaborating with research scientists and data experts on drug projects from target identification to lead discovery and early development.About the PositionThe ideal candidate will have a Ph.D. in...

  • GA R&D Scientist

    5 months ago

    Shanghai, China International Flavors & Fragrances Full time

    Job Description SUMMARY It’s an exciting time to be part of IFF’s Global Functional Ingredients R&D team. As a research scientist in Greater Asia region, you will play an important role in our hydrocolloid research and development in line with business strategy to support our Nourish Division.  IFF is seeking a highly motivated and innovative...

  • Senior Medical Imaging Research Scientist

    4 weeks ago

    Shanghai, Shanghai, China Siemens Shanghai Medical Equipment Ltd. Full time

    We are a global leader in medical technology, committed to creating better outcomes and experiences for patients worldwide.As a Senior Medical Imaging Research Scientist at Siemens Shanghai Medical Equipment Ltd., you will be part of a team of over 71,000 dedicated Healthineers in more than 70 countries.The ideal candidate should have a Ph.D. in an...

  • Sensory Scientist, China

    6 months ago

    Shanghai, China Tate & Lyle Full time

    As Sensory Scientist, you are part of the Global Innovation & Commercial Development Team and play a key role in partnering with Regional Innovation & Commercial Development, Applications, and Technical Service stakeholders to conduct sensory research and test to drive customer excellence. Utilizing global and regional sensory and consumer research...

  • Intern-Assistant Scientist

    4 months ago

    Shanghai, China SHG Labcorp Pharmaceutical Research and Development (Shanghai) Co., Ltd. Full time

    Company Overview: At Labcorp, we believe in the power of science to change lives. We are more than 60,000 people across 100 countries who are harnessing science for human good. Our work combines unparalleled diagnostic laboratories, drug development capabilities and commercial innovations. Together, we fuel scientific breakthroughs and deliver more...

  • Regional Clinical Scientist

    2 months ago

    Shanghai, China Philips Full time

    JOB DESCRIPTION Job Title Regional Clinical Scientist Job Description In this role, you have the opportunity to Apply your clinical and technical knowledge you will be part of shaping the future of a wide range of minimally invasive procedures. Within the Innovation group of Philips Image Guided Therapy – Systems (IGT-S) we are working on new...

  • Senior Research Scientist, Hydrocolloids Expert

    4 weeks ago

    Shanghai, Shanghai, China International Flavors & Fragrances Full time

    Job DescriptionAt International Flavors & Fragrances (IFF), we are seeking a highly motivated and innovative Senior Research Scientist to join our Global Functional Ingredients R&D team in the Greater Asia region. As a key member of our hydrocolloid research and development team, you will play a crucial role in translating market needs into technical...

  • Data Scientist

    3 months ago

    Shanghai, China ITC Full time

    About ITC Join ITC, a trailblazing force with offices in Shanghai, Singapore, and Saigon. We are a hub of innovation for Fortune 500 companies and industry leaders, guiding them through the complexities of the Chinese and APAC markets. At ITC, you'll play a pivotal role in transforming their business landscapes using cutting-edge MarTech, e-Commerce, and...

  • Senior Scientist, Computer-Aided Drug Design

    7 months ago

    Shanghai, China Roche Full time

    The Position Primary Purpose of Job As a member of the AI, Data and Digital (AIDD) team, you will partner with research scientists and data experts at China Innovation Center of Roche (CICoR) on drug projects from target identification to lead discovery and early development. You will employ a combination of various capabilities including computational...