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ML Engineer / Data Scientist

Glooko

Glooko

Software Engineering, Data Science
Germany
Posted on Thursday, March 21, 2024

We are looking for a Machine Learning Engineer / Data Scientist that will help us build the intelligence behind our systems. You will apply the latest machine learning algorithms to improve the lives of people and to help doctors in their diagnoses. In this role, you will have a strong impact on the company's success.

About the Role:

  • You will be part of our engineering team consisting of machine learning, backend, Android, and iOS engineers.
  • You will have the chance to work on top of the biggest diabetes database in the world, with over 3 billion data points.
  • You will play a role in every part of our machine learning lifecycle: from the initial research to the production-level implementation, from discussing long-term goals, to making post-release micro-improvements.
  • You will navigate yourself quickly through the sea of machine learning literature, keeping our concrete goals as a compass. You will decide the best model for every problem and will be keen to implement that in practice (Python). You are able to explain your choices at any level of detail, from discussing the activation function of your neural network convolutional layer to the most accessible explanation of your goals and results.
  • You will take ownership of core projects of our company and we can rely on you to drive them forward proactively.

Qualifications:

  • You have an exploratory mindset with a bias towards action.
  • You have a strong analytical and quantitative background.
  • You have experience with researching, data science modeling, or engineering in the aforementioned domains.
  • You have experience with machine learning, classification, regression, categorical and numeric.
  • You have experience with time series analysis.
  • You have experience with neural networks (different models and different applications).
  • You can take a project from idea to experiment, to prototype, to implementation.
  • You have experience with the technical tools for analysis, especially in Python
  • You have experience with SQL.

The Company:

Each year, diabetes, obesity, and other cardiometabolic diseases cause the highest incidence of death, disability, and healthcare system costs. At Glooko, we make it simpler for people with these illnesses to connect with their physicians and care teams. Glooko is the universal platform for providing an FDA-cleared, HIPAA-compliant, EU MDR-certified Web and Mobile (iOS and Android) application for people with clinicians who treat them.

Glooko accelerates research and improves care by making it simpler for people to collect and share their health data with physicians and researchers. The platform seamlessly unifies and visualizes data from over 210 devices, including blood glucose meters, insulin pumps, continuous glucose monitors, activity trackers, and biometric devices. Connecting to these devices allows Glooko to deliver insights that improve personal and clinical decision support. Patients and providers have one place to view their health management information, including medications, food intake, exercise, and biometrics. The platform makes it easier for physicians to monitor and deliver more personalized care remotely.

Glooko’s mobile app and web dashboard enable patients to track and proactively manage their diabetes care easily. Glooko’s Population Tracker and APIs offer diabetes-centric analytics and insightful reports that enable clinicians to identify at-risk patients. Clinicians can send pattern-triggered notifications to patients, health systems, and payers.

Our proprietary platforms enable clinical trial conduct and acceleration by leveraging advanced patient selection and site identification tools as well as remote device and e-PRO data collection capabilities. This platform's capabilities support the rapid development and iteration of digital companion and therapeutic applications.

Launched in 2010, Glooko is funded and managed by visionary technologists and leaders in healthcare.

Glooko provides equal employment opportunities (EEO) to all employees and applicants for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, age, marital status, or disability. In addition to federal law requirements, Glooko complies with applicable state and local laws governing nondiscrimination in employment in every location where the company has facilities. This policy applies to all terms and conditions of employment, including recruiting, hiring, placement, promotion, termination, layoff, recall, transfer, leaves of absence, compensation, and training.

Posted positions are not open to third-party recruiters/agencies, and unsolicited resume submissions will be considered free referrals.

***NOTE: Only the job postings listed below are legitimate Glooko, Inc. job postings. All current job postings are listed on www.glooko.com/careers, LinkedIn, Indeed, and Glassdoor under “Glooko.” Any domain that links to this page that references a position not listed here is not a legitimate Glooko job posting.