Aleph Alpha
Senior AI Researcher - Pre-training Data(m/w/x)
Full-timeWith HomeofficeSenior
Heidelberg
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GEGerman Cancer Research Center
Team Lead Position in Data-Centric AI(m/w/x)
Heidelberg
Full-timeWith Home OfficeSenior
AI/ML
Nejo AI Summary
Developing data-centric AI for cancer imaging analysis at a leading research center. PhD and <6 years postdoc experience required. 30 days vacation, flexible hours.
Requirements
- PhD in computer science, physics, mathematics, or related discipline
- Less than 6 years postdoctoral experience
- Outstanding scientific record
- Deep expertise in machine learning, AI, computer vision, data processing
- Experience in collaborative software development
- Highly collaborative, open-science mindset
- Strong self-motivation
- Interest in innovative research at machine learning frontiers
Tasks
- Develop robust machine learning algorithms
- Ensure stable model behavior under real-world variability
- Focus on data-centric AI for imaging applications
- Conduct research on robustness to distribution shifts
- Explore domain adaptation and generalization techniques
- Model and detect out-of-distribution data
- Estimate uncertainty in AI models
- Create innovative data curation methods
- Handle learning under label noise and weak supervision
- Generate synthetic data for training and validation
- Conduct fairness research in AI
- Implement active and interactive machine learning
- Validate trustworthy AI systems
- Collaborate with HI support and scientific teams
- Contribute to Helmholtz Imaging support activities
- Interact directly with Helmholtz researchers
- Disseminate and reuse HI solutions across the Helmholtz Association
- Train and educate through seminars, lectures, and workshops
- Supervise students and early-career researchers
- Represent Helmholtz Imaging and DKFZ nationally and internationally
- Contribute to strategic initiatives and mission shaping
Work Experience
- approx. 4 - 6 years
Education
- Doctoral / PhD
Languages
- English – Business Fluent
Tools & Technologies
- machine learning
- AI
- computer vision
- data processing
- software development
Benefits
Modern Office
- State-of-the-art infrastructure
Workation & Sabbatical
- International exchange
More Vacation Days
- 30 days of vacation
Flexible Working
- Flexible working hours
- Mobile work option
- Part-time work option
Retirement Plans
- Company pension plan
Competitive Pay
- Asset-building benefits
Family Support
- Family-friendly work environment
Public Transport Subsidies
- Discounted Deutschland Jobticket
Learning & Development
- Personal development opportunities
Healthcare & Fitness
- Holistic well-being program
Find the original job posting in its most current version here. Nejo automatically captured this job from the website of German Cancer Research Center and processed the information on Nejo with the help of AI for you. Despite careful analysis, some information may be incomplete or inaccurate. Please always verify all details in the original posting! Content and copyrights of the original posting belong to the advertising company.
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GEGerman Cancer Research Center
Team Lead Position in Data-Centric AI(m/w/x)
Heidelberg
Full-timeWith Home OfficeSenior
AI/ML
Nejo AI Summary
Developing data-centric AI for cancer imaging analysis at a leading research center. PhD and <6 years postdoc experience required. 30 days vacation, flexible hours.
Requirements
- PhD in computer science, physics, mathematics, or related discipline
- Less than 6 years postdoctoral experience
- Outstanding scientific record
- Deep expertise in machine learning, AI, computer vision, data processing
- Experience in collaborative software development
- Highly collaborative, open-science mindset
- Strong self-motivation
- Interest in innovative research at machine learning frontiers
Tasks
- Develop robust machine learning algorithms
- Ensure stable model behavior under real-world variability
- Focus on data-centric AI for imaging applications
- Conduct research on robustness to distribution shifts
- Explore domain adaptation and generalization techniques
- Model and detect out-of-distribution data
- Estimate uncertainty in AI models
- Create innovative data curation methods
- Handle learning under label noise and weak supervision
- Generate synthetic data for training and validation
- Conduct fairness research in AI
- Implement active and interactive machine learning
- Validate trustworthy AI systems
- Collaborate with HI support and scientific teams
- Contribute to Helmholtz Imaging support activities
- Interact directly with Helmholtz researchers
- Disseminate and reuse HI solutions across the Helmholtz Association
- Train and educate through seminars, lectures, and workshops
- Supervise students and early-career researchers
- Represent Helmholtz Imaging and DKFZ nationally and internationally
- Contribute to strategic initiatives and mission shaping
Work Experience
- approx. 4 - 6 years
Education
- Doctoral / PhD
Languages
- English – Business Fluent
Tools & Technologies
- machine learning
- AI
- computer vision
- data processing
- software development
Benefits
Modern Office
- State-of-the-art infrastructure
Workation & Sabbatical
- International exchange
More Vacation Days
- 30 days of vacation
Flexible Working
- Flexible working hours
- Mobile work option
- Part-time work option
Retirement Plans
- Company pension plan
Competitive Pay
- Asset-building benefits
Family Support
- Family-friendly work environment
Public Transport Subsidies
- Discounted Deutschland Jobticket
Learning & Development
- Personal development opportunities
Healthcare & Fitness
- Holistic well-being program
Find the original job posting in its most current version here. Nejo automatically captured this job from the website of German Cancer Research Center and processed the information on Nejo with the help of AI for you. Despite careful analysis, some information may be incomplete or inaccurate. Please always verify all details in the original posting! Content and copyrights of the original posting belong to the advertising company.
Like this job?
BetaYour Career Agent finds similar jobs for you every day.
About the Company
German Cancer Research Center
Industry
Research
Description
The German Cancer Research Center (DKFZ) is one of Europe’s largest cancer research centers focused on innovative cancer research.
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