Generative AI Evaluation Clinical Scientist

Google

Hết hạn: 27/10/2024

Chi tiết công việc
Giới thiệu công ty

Thu nhập: Thỏa thuận

Loại hình: Toàn thời gian

Chức vụ: Nhân viên

Kinh nghiệm: 3 năm

pháp lý

Mô tả công việc

Responsibilities
Develop, validate, and deploy standardized rating instruments to assess the quality, accuracy, robustness, and efficacy of AI models, ensuring alignment with Google's AI Principles, regulatory guidelines, and industry best practices.
Design and execute evaluations of AI models in health-related areas, with a focus on assessing information quality, clinical impact, safety, and potential biases.
Employ expertise in qualitative and quantitative research methods, including clinical study design and execution, to design state-of-the-art methods for AI model assessment.
Collaborate closely with cross-functional teams, including engineers, clinicians, researchers, and product managers, to ensure that AI models are evaluated transparently throughout the development life-cycle.
Leverage programming skills (e.g., Python/Colab/Jupyter notebooks, R) to conduct analyses, develop evaluation tools, and support scaling of automated evaluation workflows.

Yêu cầu

info_outline
XNote: By applying to this position you will have an opportunity to share your preferred working location from the following: Mountain View, CA, USA; Seattle, WA, USA; Cambridge, MA, USA.
Minimum qualifications:
Medical degree (e.g., MD, MBBS, or equivalent degree) or a PhD in Health Informatics, Psychology, Biomedical Engineering, Epidemiology or relevant field with formal research training.
3 years of experience applying qualitative and quantitative research methods relevant to health AI model validation.
Experience implementing analysis with tools relevant to AI evaluation.
Preferred qualifications:
Research publication record in health AI evaluation or machine learning.
Experience designing and evaluating psychometrically sound survey rating instruments.
Experience with AI/ML applied to clinical or health problems, including assessment of their benefits, harms, and potential biases.
Experience with clinical evaluation of generative AI models, with a focus on assessing scientific accuracy, safety and health impact.
Experience with clinical research, digital health, real-world evaluations and working with large and complex healthcare datasets.
Experience in an environment that has developed, launched, and evaluated health technology products.

Thông tin khác

About the job
Our mission is to foster excellence in digital health research and health impact assessment across Google. Our centralized Health Impact Center of Excellence provides scientific leadership and operational support to accelerate health research productivity, increase methodological accuracy and assess the health impact of Google health initiatives around the world.
Google Health is a company-wide effort to help billions of people be healthier. We work toward this vision by meeting people in their everyday moments and empowering them to stay healthy and partnering with care teams to provide more accurate, accessible, and equitable care. Our teams are applying our expertise and technology to improve health outcomes globally - with high-quality information and tools to help people manage their health and wellbeing, solutions to transform care delivery, research to catalyze the use of artificial intelligence for the screening and diagnosis of disease, and data and insights to the public health community.
The US base salary range for this full-time position is $146,000-$216,000 + bonus + equity + benefits. Our salary ranges are determined by role, level, and location. The range displayed on each job posting reflects the minimum and maximum target salaries for the position across all US locations. Within the range, individual pay is determined by work location and additional factors, including job-related skills, experience, and relevant education or training. Your recruiter can share more about the specific salary range for your preferred location during the hiring process.
Please note that the compensation details listed in US role postings reflect the base salary only, and do not include bonus, equity, or benefits. Learn more about benefits at Google.

Thông tin chung

Thu nhập: Thỏa thuận

Cách thức ứng tuyển

Ứng viên nộp hồ sơ trực tuyến bằng cách bấm nút Ứng tuyển bên dưới:

Hạn nộp: 27/10/2024

Ứng tuyển tại web công ty

Giới thiệu công ty Xem trang công ty

A problem isn't truly solved until it's solved for all. Googlers build products that help create opportunities for everyone, whether down the street or across the globe. Bring your insight, imagination and a healthy disregard for the impossible. Bring everything that makes you unique. Together, we can build for everyone.

Benefits at Google

We strive to provide Googlers and their loved ones with a world-class benefits experience, focused on supporting their physical, financial, and emotional wellbeing. Our benefits are based on data, and centered around our users: Googlers and their families. They're thoughtfully designed to enhance your health and wellbeing, and generous enough to make it easy for you to take good care of yourself (now, and in the future). So we can build for everyone, together.