Uncubed
   

Sr.Advanced Algorithms / Machine Learning Engineer

Penumbra, Alameda, CA

Innovative Medical Devices

Duration: Full-Time


As the Advanced Algorithms / Machine Learning Engineer, you will be responsible for research, development, and testing of advanced algorithms on the REAL System virtual reality platform.  Initial areas of focus will be on user sensing, detecting and measuring performance metrics, digital biomarkers and physical characteristics of the user.  You will use your extensive knowledge of machine learning, statistics, stochastic models, and deterministic models to develop novel approaches to abstract biomedical information from data collected by the sensor array on the REAL System hardware. 

What You'll Work On

  • Research, develop and maintain predictive model training pipelines
  • Perform R&D on feature selection and model design
  • Develop and automate hyper-parameter optimizations
  • Test, validate and deploy algorithms and models
  • Work collaboratively with engineers and biomedical researchers to help design features and experiments
  • Write detailed documentation on all code and processes

What You Bring

  • Bachelor’s degree in STEM field or equivalent work experience in related field 
  • 5+ years experience with analytical programming 

  • Additional qualifications: 
  • M.S. or Ph.D. in Computer Science, Engineering, Physics, Mathematics, or Biological Sciences preferred 
  • Medical device, pharmaceutical, biotech, or other regulated industry experience desired 
  • Expert knowledge of Python, especially Pandas, NumPy, SciPy, and TensorFlow 
  • Extensive knowledge of machine learning, statistics, stochastic models, and deterministic models 
  • Experience designing and training deep neural networks 
  • Experience with Apache Spark and PostgreSQL 
  • Experience with biosignal processing desired 
  • Strong oral, written and interpersonal communication skills 
  • High degree of accuracy and attention to detail 
  • Proficiency with MS Word, Excel, and PowerPoint 
  • Excellent organizational skills with ability to prioritize assignments while handling various projects simultaneously 

What We Offer

  • A collaborative teamwork environment where learning and growth are constant
  • The opportunity to be at the forefront of technology that is revolutionizing the treatment of some of the world's most devastating diseases
  • A generous benefits package that includes medical, dental, vision, and life insurance; a 401(k) match; and an Employee Stock Purchase Plan
Penumbra, Inc., headquartered in Alameda, California, is a global healthcare company focused on innovative therapies. Penumbra designs, develops, manufactures and markets novel products and has a broad portfolio that addresses challenging medical conditions in markets with significant unmet need. Penumbra sells its products to hospitals and healthcare providers primarily through its direct sales organization in the United States, most of Europe, Canada and Australia, and through distributors in select international markets. The Penumbra logo is a trademark of Penumbra, Inc. 
 
Qualified applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, sexual orientation, gender identity, disability or protected veteran status.

What We Offer:
• A collaborative teamwork environment where learning is constant and performance is rewarded
• The opportunity to be part of the team that is revolutionizing the treatment of some of the world's most devastating diseases
• A generous benefits package that includes medical, dental, vision, and life insurance; a 401(k) match; and an Employee Stock Purchase Plan

Penumbra, Inc., headquartered in Alameda, California, is a global healthcare company focused on innovative therapies. Penumbra designs, develops, manufactures and markets novel products and has a broad portfolio that addresses challenging medical conditions in markets with significant unmet need. Penumbra sells its products to hospitals and healthcare providers primarily through its direct sales organization in the United States, most of Europe, Canada and Australia, and through distributors in select international markets. The Penumbra logo is a trademark of Penumbra, Inc. 

Qualified applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, sexual orientation, gender identity, disability or protected veteran status.

If you reside in the State of California, please also refer to Penumbra’s Privacy Notice for California Residents.

About Penumbra

PENUMBRA TODAY Penumbra, Inc., headquartered in Alameda, California, is a global healthcare company focused on interventional therapies. Penumbra designs, develops, manufactures and markets innovative devices and has a broad portfolio of products that addresses challenging medical conditions and significant clinical needs across two major markets, neuro and peripheral vascular. Penumbra sells its products to hospitals primarily through its direct sales organization in the United States, most of Europe, Canada and Australia, and through distributors in select international markets. The Penumbra logo is a trademark of Penumbra, Inc.

Penumbra

Want to learn more about Penumbra? Visit Penumbra's website.