Job
- Level
- Experienced
- Job Field
- Data, Application
- Employment Type
- Full Time
- Contract Type
- Permanent employment
- Salary
- from 68.800 € Gross/Year
- Location
- Vöcklabruck
- Working Model
- Onsite
Job Summary
In this role, you develop predictive models and data-driven solutions for medical ultrasound systems, conduct statistical analyses, and integrate models into existing products.
Job Technologies
Your role in the team
- In this position, you will be responsible for the design, development, and continuous enhancement of predictive models as well as data-driven personalization solutions in the field of medical ultrasound systems. The goal is to derive robust, actionable insights from complex system data to support product optimization, performance evaluation, and data-driven decision-making processes.
- They conduct in-depth exploratory, statistical, and model-based analyses of large, regulated datasets and identify systematic patterns, trends, and potential optimization levers.
- On this basis, you develop, evaluate, and validate machine learning models using appropriate performance metrics, structured experimental designs, and established validation frameworks.
- Another focus is on the technical integration of the models into existing products and platforms. To this end, you work closely with engineering, product management, and analytics to ensure that analytical solutions are implemented robustly, reproducibly, and production-ready.
- They document model assumptions, limitations, validation results, and performance metrics in a traceable and audit-proof manner.
- Furthermore, you monitor the model performance over time, identify deviations, and initiate recalibrations or retrainings as needed.
- Compliance with relevant quality standards, regulatory requirements, and Data Governance policies is an integral part of your role.
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Our expectations of you
Education
- Completed doctoral degree in Data Science, Statistics, Computer Science, Applied Mathematics, or a comparable quantitative discipline.
Qualifications
- Solid knowledge in model validation, performance evaluation, experimental design, and A/B testing.
- Practical experience working with cloud environments, ideally AWS and SageMaker, including training, deployment, and monitoring of models.
- Ability to communicate analytical results appropriately to the target audience and to collaborate interdisciplinarily with engineering, product management, and analytics teams.
Experience
- Several years of experience in statistical modeling, machine learning, and predictive analytics in an industrial or regulated environment.
- Very good knowledge of Python as well as solid practical experience in the development, validation, and operationalization of predictive models.
- Experience in handling large, complex, and regulated technical datasets as well as their structured analysis.
- Experience with advanced modeling approaches such as Deep Learning, probabilistic modeling, or causal inference.
- Experience in the productive implementation of data-driven solutions into existing system landscapes.
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What we offer
- We offer you a corporate culture characterized by the diversity of our employees and mutual appreciation - among staff and at all levels of the organization.
- This includes, in addition to diverse regulars with the local Brunel teams, also regular feedback sessions about your challenges and perspectives with your account manager.
- With personalized training and development programs, you will be optimally supported and prepared for future projects.
- A permanent employment contract and a flexible working hours model are standard for us.
- The gross annual salary is at least € 68,800. Depending on qualifications and professional experience, there is a willingness to pay significantly above this amount.
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Benefits
Health, Fitness & Fun
Work-Life-Integration
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Topics that you deal with on the job
Job Locations
This is your employer
Brunel GmbH
Brunel GmbH is an internationally active service company specializing in the flexible deployment of predominantly technical specialists in various industries. The company offers engineering services and personnel leasing and operates in the D-A-CH region as well as in the Czech Republic.
Description
- Company Type
- Recruiting Agency
- Working Model
- Full Remote, Hybrid, Onsite
- Industry
- Industry, Production
Data Expert Predictive Modeling
- Salary
- from 68.800 € Gross/Year
- Location
- Vöcklabruck
- Working Model
- Onsite
- Diversity
- Open for all genders
