高级机器学习数据科学家
Senior Machine Learning Data Scientist
我们致力于帮助每个人发掘自身的潜能。我们的获奖产品通过 Oura Ring 及其配套应用,帮助全球用户更深入了解自身的准备度、活动水平和睡眠质量。我们通过提供每日洞察和实用步骤,帮助数百万用户理解并改善健康状况。
激发世界从践行我们的价值观和赋能团队开始。作为一家快速发展的公司,我们专注于帮助人们过上更健康、更幸福的生活,确保团队成员无论在办公室内外都能拥有完成最佳工作的条件。
我们正在寻找一名高级机器学习数据科学家加入 Ōura 的健康基础模型团队,开发纵向可穿戴数据的基础模型,以解锁新的健康洞察和产品体验。我们希望找到一位兼具研究者与建造者特质的人才,热衷于推动这些模型的边界,并渴望将这些进展转化为能够触达 Ōura 会员的能力。你将参与塑造不断演进的研究方向,而非仅限于预定义的问题,从识别正确的问题、开发新的建模方法,到构建测试所需的系统并严格评估结果,再到原型设计和实际应用的发布,全程参与具有挑战性的想法。
你将负责:
- 设计并领导纵向可穿戴和生理数据基础模型的雄心勃勃的研究方向。
- 全程主导研究:将开放性问题转化为可测试的假设,开发新的建模方法,并构建数据集和实验基础设施以进行研究。
- 建立严格的评估方法,区分有意义的模型能力与由泄露、混杂因素或脆弱基准带来的结果。
- 在大规模纵向数据集上推进表示学习、预测、个性化、多模态建模和生成建模等能力。
- 将有前景的模型能力从研究成果转化为原型、验证和面向 Ōura 会员的已发布健康体验。
- 当工作值得时,通过发表论文分享重要的科学进展,同时不偏离对产品影响的关注。
- 与科学家、临床医生、工程师和产品合作伙伴协作,同时独立地在模糊环境中推进工作。
这是一个远程职位
查看英文原文
Our mission at Oura is to empower every person to own their inner potential. Our award-winning products help our global community gain a deeper knowledge of their readiness, activity, and sleep quality by using their Oura Ring and its connected app. We've helped millions of people understand and improve their health by providing daily insights and practical steps to inspire healthy lifestyles.
Empowering the world starts with living our values and empowering our team. As a quickly growing company focused on helping people live healthier and happier lives, we ensure that our team members have what they need to do their best work — both in and out of the office.
We are looking for a Senior Machine Learning Data Scientist to join Ōura’s Health Foundation Models team and develop foundation models of longitudinal wearable data that unlock new health insights and product experiences. We are looking for a researcher-builder who is excited to push the frontier of what these models can do—and hungry to turn those advances into capabilities that reach Ōura members. You will help shape an evolving research agenda rather than own a narrowly predefined problem, taking ambitious ideas end to end: from identifying the right question and developing new modeling approaches, through building the systems needed to test them and rigorously evaluating the results, to prototyping and shipping real-world applications.
What You Will Do:
- Shape and lead ambitious research directions for foundation models of longitudinal wearable and physiological data.
- Own research end to end: turn open-ended questions into testable hypotheses, develop new modeling approaches, and build the datasets and experimental infrastructure needed to investigate them.
- Establish rigorous evaluation methods that distinguish meaningful model capabilities from results driven by leakage, confounding, or fragile benchmarks.
- Advance capabilities such as representation learning, forecasting, personalization, multimodal modeling, and generative modeling across large longitudinal datasets.
- Drive promising model capabilities from research result to prototype, validation, and shipped health experiences for Ōura members.
- Share scientifically important advances through publication when the work warrants it, without losing focus on product impact.
- Collaborate with scientists, clinicians, engineers, and product partners while independently driving work through ambiguity.
This is a remote role within the United States, with a slight preference for candidates based in New York or elsewhere on the East Coast. There is no in-office requirement.
What you'll bring
- 5+ years of relevant machine learning research and applied experience, including experience gained during doctoral research, and a PhD or MSc in machine learning, computer science, statistics, electrical engineering, or a related quantitative field.
- Exceptional research judgment: a track record of identifying important questions, forming original hypotheses, and designing experiments that produce credible evidence.
- Deep technical expertise in modern foundation models, representation learning, large-scale training, and model evaluation.
- Demonstrated autonomy in taking ambiguous research problems from initial idea to a working system and clear scientific result.
- Strong grounding in probability, statistics, experimental design, and robust evaluation, including careful reasoning about confounding, leakage, and generalization.
- Advanced proficiency in Python and modern ML frameworks such as PyTorch or JAX, with the ability to build the data, training, and evaluation systems needed to pursue your own ideas.
- A strong record of first-author, peer-reviewed publications in leading machine learning, time-series, digital health, or related venues.
- Clear communication, intellectual honesty, and a collaborative, low-ego approach to technical disagreement and feedback.
Nice to have:
- Experience with longitudinal time-series, wearable sensors, physiological signals, or other real-world health data.
- Expertise in multimodal learning, generative modeling, forecasting, personalization, efficient or on-device models, or ML systems.
- Experience translating research advances into prototypes or production product capabilities.
- Familiarity with clinical research, causal inference, or evaluation using research and clinical datasets.
- Genuine interest in using machine learning to improve health rather than applying foundation models as an end in themselves.
Benefits
At Ōura, we care about you and your well-being. Everyone here at Ōura has a ring of their own and we are continually looking to improve employee health.
What we offer:
- Competitive salary and equity packages
- Health, dental, vision insurance, and mental health resources
- An Ōura Ring of your own plus employee discounts for friends & family
- 20 days of paid time off plus 13 paid holidays plus 8 days of flexible wellness time off
- Paid sick leave and parental leave
Ōura takes a market-based approach to pay, which may vary depending on your location. US locations are categorized into tiers based on a cost of labor index for that geographic area. While most offers will be closer to the starting range, successful candidates' pay will be determined based on job-related skills, experience, qualifications, work location, internal peer equity, and market conditions. These ranges may be modified in the future.
Region 1: $172,550 - $203,000
Region 2: $158,950 - $187,000
Region 3: $147,900 - $174,000
A recruiter can determine your Region based on your US location.
We are not considering candidates residing in the following states: Alaska (AK), Delaware (DE), Iowa (IA), Mississippi (MS), Nebraska (NE), South Dakota (SD), West Virginia (WV), and Wisconsin (WI).
Oura is proud to be an equal opportunity workplace. We celebrate diversity and are committed to creating an inclusive environment for all employees. Individuals seeking employment at Oura are considered without regard to age, ancestry, color, gender (including pregnancy, childbirth, or related medical conditions), gender identity or expression, genetic information, marital status, medical condition, mental or physical disability, national origin, protected family care or medical leave status, race, religion (including beliefs and practices or the absence thereof), sexual orientation, military or veteran status, or any other characteristic protected by federal, state, or local laws. We will not tolerate discrimination or harassment based on any of these characteristics.
We will work to ensure individuals with disabilities are provided reasonable accommodation to participate in the interview process, to perform essential job functions, and to receive other benefits and privileges of employment.
Disclaimer: Beware of fake job offers!
We’ve been alerted to scammers posing as ŌURA recruiters, especially for remote roles. Please note:
- Our jobs are listed only on the ŌURA Careers page and trusted job boards.
- We will never ask for personal information like ID or payment for equipment upfront.
- Official offers are sent through Docusign after a verbal offer, not via text or email.
Stay cautious and protect your personal details.
To all recruitment agencies: Oura does not accept agency resumes. Please do not forward resumes to our jobs alias, Oura employees, or any other organization's location. Oura is not responsible for any fees related to unsolicited resumes.
Originally posted on Himalayas