出海雷达

高级算法工程师 - 感知算法

Senior Algorithm Engineer - Sensing Algorithms

开发工程限定地区(需当地身份)
公司Dexcom
薪资$111,100 - $185,100/年
工作地点United States
地域资格限定地区(需当地身份)
时区要求日间重叠约 9 小时,基本正常作息
用工类型Full Time
发布时间12 天前
数据来源Himalayas
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注意地域限制:该职位明确限定在 United States 招聘。如果你是位于中国大陆的求职者,通常需要当地工作身份才能投递,或需与雇主确认是否接受独立合同(Contractor)形式合作。

Dexcom 公司(NASDAQ DXCM)是连续血糖监测(CGM)领域的先驱和全球领导者。Dexcom 最初是一家小公司,怀揣着一个宏大的梦想:永远改变糖尿病的管理方式。解锁能带来更好健康结果的信息和洞察。25 年后的今天,我们开创了一个行业。而我们才刚刚开始。我们正在将视野从糖尿病扩展到赋能人们掌控自己的健康。这意味着面向重要健康挑战的个性化、可操作的洞察。继续我们已有的事业:改善人类健康。
我们由成千上万有抱负、充满激情的人驱动,他们愿意像战士一样奋斗,通过倾听、以诚信服务、大胆思考并值得信赖来赢得客户的信任。我们已经改变了数百万人的生活,我们准备改变更多。我们的未来目标是成为领先的消费健康科技公司,同时继续开发针对严重健康状况的解决方案。我们将通过不断重塑独特的生物传感技术体验来实现这一目标。虽然我们已经走过了很长的路,但我们的梦想比以往任何时候都更大。改善全球健康的机会就在我们面前。

加入团队:

在这里,对改善人们生活的渴望与对算法开发和数据科学的热情相遇。算法团队是我们所做一切的核心。如果你对构建模型、开发信号处理方法以及将新兴传感技术转化为有影响力的医疗解决方案感到兴奋,欢迎加入我们。

作为高级算法工程师,你将在开发下一代连续血糖监测和健康传感技术的先进传感算法中发挥关键作用。

你的职责包括:

  • 领导开发支持下一代血糖传感技术的先进算法。
  • 开发基于物理的、机制性的和数据驱动的模型,以表征传感器行为并提高测量性能。
  • 设计和实现信号处理、估计、校准、检测和预测算法。
  • 应用统计建模、机器学习和数据分析技术,从实验台、临床前、临床和真实世界数据集中提取洞察。
  • 与传感器、系统、硬件、固件、临床等团队合作,推动临床性能评估和算法成熟度提升。
查看英文原文

The Company
Dexcom Corporation (NASDAQ DXCM) is a pioneer and global leader in continuous glucose monitoring (CGM). Dexcom began as a small company with a big dream: To forever change how diabetes is managed. To unlock information and insights that drive better health outcomes. Here we are 25 years later, having pioneered an industry. And we're just getting started. We are broadening our vision beyond diabetes to empower people to take control of health. That means personalized, actionable insights aimed at solving important health challenges. To continue what we've started: Improving human health.
We are driven by thousands of ambitious, passionate people worldwide who are willing to fight like warriors to earn the trust of our customers by listening, serving with integrity, thinking big, and being dependable. We've already changed millions of lives and we're ready to change millions more. Our future ambition is to become a leading consumer health technology company while continuing to develop solutions for serious health conditions. We'll get there by constantly reinventing unique biosensing-technology experiences. Though we've come a long way from our small company days, our dreams are bigger than ever. The opportunity to improve health on a global scale stands before us.

Meet the team:

This is where a desire to make a difference in people's lives meets a passion for algorithm development and data science. The Algorithms team is at the very heart of what we do at Dexcom. Join us if building models, developing signal processing approaches, and transforming emerging sensing technologies into impactful healthcare solutions excites you.

As a Senior Algorithm Engineer, you will play a key role in developing advanced sensing algorithms that power next-generation continuous glucose monitoring and health sensing technologies.

Where you come in:

  • Lead development of advanced algorithms supporting next-generation glucose sensing technologies.
  • Develop physics-based, mechanistic, and data-driven models to characterize sensor behavior and improve measurement performance.
  • Design and implement signal processing, estimation, calibration, detection, and predictive algorithms.
  • Apply statistical modeling, machine learning, and data analytics techniques to extract insights from bench, preclinical, clinical, and real-world datasets.
  • Drive clinical performance assessments and algorithm maturation in collaboration with sensor, systems, hardware, firmware, clinical, and product teams.
  • Evaluate algorithm performance through simulation, modeling, and experimental analysis.
  • Provide technical insights on algorithm architecture, design tradeoffs, verification strategies, and implementation approaches.
  • Identify opportunities to optimize overall system performance and resource utilization.
  • Facilitate algorithm design transfer activities with firmware, verification, and validation teams.

What makes you successful:

  • PhD in Biomedical Engineering, Electrical Engineering, Applied Mathematics, Physics, Computer Science, Biophysics, Statistics, or a related field with 2 years of industry experience; or a Master's degree in a related field with 2-5 years of relevant experience.
  • Expert-level proficiency in Python, MATLAB, C/C++, or similar technical computing environments.
  • Deep expertise in statistical estimation, signal processing, optimization, and mathematical modeling.
  • Strong understanding of machine learning techniques and practical model development.
  • Demonstrated experience developing algorithms for sensing technologies, measurement systems, medical devices, or related disciplines.
  • Experience analyzing large and complex datasets with multiple signals and dependencies.
  • Excellent written, verbal, and presentation communication skills.
  • Ability to thrive in ambiguous, fast-paced technical environments.

Preferred:

  • Experience with biosensors, physiological sensing, wearable systems, or analytical instrumentation.
  • Experience with calibration, estimation, filtering, or measurement system algorithms.
  • Experience transitioning algorithms from research into commercial products.
  • Experience applying strong software engineering practices in data-driven application development.
  • Knowledge of design controls, verification and validation processes, and product development lifecycles.
  • Publication, patent, or demonstrated record of innovation.

What you’ll get:

  • A front row seat to life changing CGM technology. Learn about our brave #dexcomwarriors community.
  • A full and comprehensive benefits program.
  • Growth opportunities on a global scale.
  • Access to career development through in-house learning programs and/or qualified tuition reimbursement.
  • An exciting and innovative, industry-leading organization committed to our employees, customers, and the communities we serve.

Travel Required:

  • 0-5%

Education and Experience:

  • Typically requires a Bachelor’s degree in a technical discipline, and a minimum of 5-8 years related experience or Master’s degree and 2-5 years equivalent industry experience or a PhD and 0-2 years experience.

Remote Workplace: Your location will be a home office; you are not required to live within commuting distance of your assigned Dexcom site (typically 75 miles/120km). If you reside within commuting distance of a Dexcom site (typically 75 miles/120km) a hybrid working environment may be available. Ask about our Flex workplace option.
Please note: The information contained herein is not intended to be an all-inclusive list of the duties and responsibilities of the job, nor are they intended to be an all-inclusive list of the skills and abilities required to do the job. Management may, at its discretion, assign or reassign duties and responsibilities to this job at any time. The duties and responsibilities in this job description may be subject to change at any time due to reasonable accommodation or other reasons. Reasonable accommodations may be made to enable individuals with disabilities to perform essential functions.
An Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, age, national origin, or protected veteran status and will not be discriminated against on the basis of disability. Dexcom’s AAP may be viewed upon request by contacting Talent Acquisition at .
If you are an individual with a disability and would like to request a reasonable accommodation as part of the employment selection process, please contact Dexcom Talent Acquisition at .
Meritain, an Aetna Company, creates and publishes the Machine-Readable Files on behalf of Dexcom. To link to the Machine-Readable Files, please click on the URL provided:
To all Staffing and Recruiting Agencies: Our Careers Site is only for individuals seeking a job at Dexcom. Only authorized staffing and recruiting agencies may use this site or to submit profiles, applications or resumes on specific requisitions. Dexcom does not accept unsolicited resumes or applications from agencies. Please do not forward resumes to the Talent Acquisition team, Dexcom employees or any other company location. Dexcom is not responsible for any fees related to unsolicited resumes/applications.
Salary:
$111,100.00 - $185,100.00Originally posted on Himalayas

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