Insulet started in 2000 with an idea and a mission to enable our customers to enjoy simplicity, freedom and healthier lives through the use of our Omnipod® product platform. In the last two decades we have improved the lives of hundreds of thousands of patients by using innovative technology that is wearable, waterproof, and lifestyle accommodating.
We are looking for highly motivated, performance driven individuals to be a part of our expanding team. We do this by hiring amazing people guided by shared values who exceed customer expectations. Our continued success depends on it!
Job Title: Machine Learning/Artificial Intelligence Engineer
Department: Analytics Center of Excellence
Manager/Supervisor: Manager, Analytics Technologies
FLSA Status: Exempt
Position Overview:
Insulet Corporation, maker of the OmniPod, is the leader in tubeless insulin pump. The ML/AI Engineer role is responsible for supporting research and development of global analytics, data science, and AI initiatives, according to Insulet’s data analytics strategy. Working with the Manager, Analytics Technologies, you will leverage cloud technologies and develop models that will drive the next phase of Insulet technologies. You will collaborate with Data Scientists in the Analytics COE, R&D, and clinical experts to develop next generation artificial pancreas systems to make a meaningful impact on patients’ lives. Using machine learning and pattern recognition techniques in time series data, you will develop algorithms to recommend individualized optimal behaviors and pump parameters, to directly impact clinical outcome for our patients. We are a fast growing company that provides an energetic work environment, and tremendous career growth opportunities.
Responsibilities:
- Leverage cloud and GPU computing technologies for automated machine learning and analytics pipelines, such as Azure, AWS, GCP, etc.
- Leverage parallel processing to ingest large sets of data as training and test sets for machine learning models.
- Develop custom feature extraction algorithms, and dimensionality reduction to increase class separability.
- Explore data patterns using existing data science tools and self-created programs.
- Work with Data Scientists to perform statistical analysis, and predictive modeling.
- Develop and implement algorithms for insulin pump therapy optimization, and next generation artificial pancreas insulin control.
- Clearly communicate findings to a broad audience, in relation to business objectives.
- Mentor junior engineers/scientists.
- Performs other duties as required.
Education and Experience:
- Postgraduate degree in Mathematics, Computer Science, Electrical and Computer Engineering, or a closely related field is required.
- At least 2 years of work experience on machine learning, artificial intelligence, or statistical inferences.
- Experiences in medical device or healthcare industries is desirable.
Skills/Competencies:
- Goal-driven mentality
- Experience in Python, and parallel processing languages such as Spark/PySpark, Hadoop
- Experience in cloud-based tools, such as Databricks, Microsoft Azure, AWS
- Experience in building and training neural networks on GPU using Tensorflow or Keras
- Knowledge of diabetes pathophysiology, insulin signaling, and/or human physiology is desirable
- Ability to work independently without detailed guidance, while maintaining effective communications with leaders and stakeholders.
- Ability to communicate effectively and document objectives and procedures.
NOTE: This position is eligible for 100% remote working arrangements (may work from home/virtually 100%; may also work hybrid on-site/virtual as desired). #LI-Remote
Top Skills
What We Do
Insulet Corporation, headquartered in Massachusetts, is an innovative medical device company dedicated to simplifying life for people with diabetes and other conditions through its Omnipod product platform. The Omnipod® Insulin Management System provides a unique alternative to traditional insulin delivery methods. With its simple, wearable design, the disposable Pod provides up to three days of non-stop insulin delivery, without the need to see or handle a needle. Insulet also leverages the unique design of its Pod by tailoring its Omnipod technology platform for the delivery of non-insulin subcutaneous drugs across other therapeutic areas. Founded in 2000 (NASDAQ: PODD), Insulet operates with a customer-centric focus to supply high-quality products and expand the use of insulin pump therapy. Omnipod products are now available in 20+ countries around the globe.
HIRING SCAM ALERT
Recently, individuals impersonating Insulet Human Resources members have offered fraudulent interviews and job offers to unsuspecting candidates. To help protect you from these scam artists, please be aware that:
• Insulet will never interview a candidate over RingCentral, similar messaging apps or social media (i.e. Google Hangouts, WhatsApp, Facebook Messenger, etc.), or via text message.
• Insulet will never send a company check or ask an applicant to pay a fee or purchase at home work/training materials in connection with an application for employment.
• Insulet will never provide excess money to an applicant and ask the applicant to write a check for repayment.
If you have any doubt about a job offer or any other communication purporting to come from Insulet, please reach out to us directly at 978-600-7000.
If you receive any type of communication on behalf of Insulet that seems inappropriate or suspicious, please report this activity to: www.iC3.gov or www.stopfraud.gov
