Principal Scientist (m/f/d) Biomedical Machine Learning
Tasks
- Adapt foundation models for pathology
- Apply interpretability and explainability methods
- Benchmark biomedical machine learning models
- Build machine learning models
- Conduct counterfactual analyses
- Deploy models on cloud based ML platforms
- Develop reusable modeling frameworks
- Develop transfer learning pipelines
- Ensure reproducibility with version control
- Fine-tune deep learning models
- Implement multimodal imaging and omics models
- Perform model evaluation and validation
- Translate biological questions into machine learning problems
Perks/Benefits
- Additional days off
- Flexible working hours
- Health promotion programs
- Home office
- Learning and development opportunities
- Public transport reimbursement
- Subsidized cafeteria
Skills/Tech-stack
Attention Mechanisms | Batch Effect Correction | Cloud Computing | Computer Vision | Counterfactuals | Data Normalization | Data Quality | Deep learning | Digital Pathology | Explainability | Fine Tuning | Gradient Based Attribution | Label generation | Language Processing | Learning models | Machine Learning | Medical Imaging | Natural Language | Natural Language Processing | Omics Data | PyTorch | Python | RNA Sequencing | Reproducibility | Transcriptomics | Transfer Learning | Transfer Learning Models | Version control
Education
Related jobs
-
Data Modeling | Databricks | Excel | Git | JSONFlexible working hours | Homeoffice | Ongoing training | Parking availability | Social eventsMid-level Full TimeWiener Neudorf | Ricoweg 22, Österrike1d ago
-
Data Scientist (f/m/x) EUR 59K-59KCloud | Containers | Data Mining | Deep learning | Experimental DesignMeal vouchers | Partial remote work | Public transport passMid-level Full TimeHybrid (Wien, Wien, Austria) R2d ago
-
(Senior) Data Scientist (m/f/d) EUR 38K-51KAWS | Agile | Algorithms | Automated testing | AzureConference funding | Flexible work environment | Gym membership subsidy | Home office | Public transport ticketMid-level Full TimeVienna, Wien, Austria6d ago
-
Chromatography | Chromeleon | Data Analysis | Data evaluation | Equipment maintenanceChildcare facilities | Flexible working | Learning and development | Modern company pension scheme | Remote WorkingSenior-level Full TimeKundl, Austria8d ago
-
Computational Scientist (m/f/d) EUR 40K-40KDifferential Equations | Git | Linux | Optimization | PythonFlat hierarchies | Flexible working hours | Meal allowance | Public transport ticket | Training and development opportunitiesMid-level Full TimeVienna, AT R10d ago
-
Condition-Based Monitoring | Data Pipelines | Data Quality | Feature Engineering | IoTChildcare support | Education Catalog | Employee discounts | Fitness activities | Flexible working hoursSenior-level Full TimeWien-Favoriten, Wien, Austria; Wien-Favoriten R10d ago
-
Research Scientist, GenAI, Graph Mining EUR 94K-96KC++ | Data Mining | Data Pipelines | Data Visualization | Deep learningMid-level Full TimeVienna, Austria; Austria11d ago
-
Analytical Chemistry | C# | C++ | CE | Cause analysisChildcare facilities | Learning and development opportunities | Modern company pension scheme | Worldwide career opportunitiesSenior-level Full TimeSchaftenau, Austria11d ago
-
Data Scientist (m/f/x) EUR 70K-70KAWS SageMaker | Machine Learning | Python | SQLAdditional day off on birthday | Discounts | Ergonomic workstations | Flexible working hours | FruitsMid-level Full TimeVienna15d ago
-
Data Analysis | Data Pipelines | Data Quality | Drift monitoring | MLOpsCompany events | Employee parking | Employee referral program | Employer pension scheme after 1 year | Flexible working hoursSenior-level Full TimeAUT - Linz - St. Peter …16d ago
-
Data Scientist (m/w/d) EUR 60K-60KAWS Cloud | Azure | Data Visualization | Data Warehouse | Generative AICorporate volunteering | Discounted insurance conditions | E-learning opportunities | Employee stock program | Food subsidyEntry-level Full TimeWien, AT, 110016d ago
-
Data Pipelines | Data Quality | MLOps | Machine Learning | Model MonitoringCompany events | Discounted staff restaurant | Employee parking | Flexible working hours | Free vaccinationsSenior-level Full TimeLinz, Upper Austria17d ago
-
CRM | Customer Analytics | Data Analysis | Data Pipelines | Data ScienceEmployee discounts | Family-friendly culture | Flexible working hours | Homeoffice | Meal allowanceEntry-level Full TimeWiener Neudorf, Niederösterreich, Austria23d ago
-
Data Scientist – TV-Insight EUR 28K-28KClassification | Data Analysis | Data Studio | Exploratory Data Analysis | GgplotMid-level Full TimeElsbethen, Salzburg, Austria1mo ago
-
Data Scientist (all genders) EUR 47K-61KAI | Bayesian statistics | Dashboards | Data Pipelines | Data QualityHybrid workMid-level Full TimeAT-Villach (2911)1mo ago
-
C++ | Data Analysis | Data Preprocessing | Deep learning | Edge DeploymentDog-friendly offices | International team | Learning time | Public transport card | Workation within EEASenior-level Full TimeVienna, Austria1mo ago
-
Data Scientist EUR 34K-34KAPI | Data Quality | Data Visualization | Git | ProbabilityDiversity and inclusionMid-level Full TimeElsbethen, Salzburg, Austria1mo ago