Senior Machine Learner

vor 4 Wochen

Hamburg, Deutschland Mindpeak GmbH Vollzeit

**Welcome to Mindpeak**:
We are a Hamburg, Germany-based startup dedicated to democratizing cancer diagnostics. By leveraging artificial intelligence, we enhance pathologists' ability to identify cancer quickly and accurately. Our AI solution is the first to be implemented in clinical histopathology for primary diagnostics in the USA.

We address a critical challenge in modern healthcare: the growing demand for medical image analysis amid a static number of cancer experts. Utilizing state-of-the-art deep learning, we develop support tools for visual diagnosis that enable cancer experts to deliver reliable results and concentrate on areas where human expertise is essential. Optimizing cancer diagnostics with machine learning is complex and demands top-tier talent. At Mindpeak, you'll collaborate with industry leaders in deep learning, pathology and entrepreneurship.

**We need you to make a difference in the world and shape the future of cancer diagnostics**

**Your mission**:
As a Senior Machine Learner, you will be part of an interdisciplinary team and become a key driver in building highly accurate image analysis systems and machine learning models for the pathologists’ clinical routine. There are big challenges in the field of digital pathology like demanding accuracy requirements and the large variability of human cells. With your expertise and the possibilities of deep learning and artificial intelligence, you will work on solutions which will take the current healthcare to the next level and help generate a true impact beyond the status quo.

**The career path of this role may lead to team lead and management positions.**

**Your profile**:

- M.Sc / P.hD in Computer Science, Mathematics, Physics or similar with excellent grades.
- Expert theoretical knowledge in machine learning.
- Multi-year practical experience in deep learning for computer vision with PyTorch.
- Technical skills to productionize and deploy neural network models for live environments.
- Enjoying interdisciplinary teamwork, thinking outside the box and communication with our partners.
- Keen to understand how AI products can make a significant difference in users’ daily lives.
- Independent structured working style and willingness to take responsibility.
- Great analytical skills and the urge to constantly learn, mentor, and share knowledge along the way.
- Deep knowledge of servers and IT infrastructure is a plus.
- Interest in leading people is a plus.
- Fluent in English, additional German is a plus.

**We're Looking For Someone Who**:

- Build the world’s best image analysis models in digital pathology using PyTorch.
- Create and test prototypes of deep learning methods.
- Develop these prototypes into deployed AI software models for our live environment.
- Manage, preprocess, and analyze large image datasets for machine learning, and improve our data annotation pipelines for efficiency and quality.
- Take the lead in challenging AI projects and inspire other MLers with your ideas and execution.
- Collaborate closely with our tech team to build reliable and efficient AI software production systems.
- Partner with our medical team to specify data needs for AI development and validation.
- Work together with our product managers and pathology experts to develop new AI product concepts and identify AI requirements.
- You will be directly reporting to the CTO.

**Why us?**:

- Your path to become an impactful leader into the future of AI-based cancer diagnostics.
- The potential for personal growth and developing your career to team lead and management positions.
- The opportunity to make a difference in the world with your work and level up cancer diagnostics.
- Exciting varied work in an upscaling well-funded company with new challenges everyday.
- An open and creative work environment with flat hierarchies and quick decisions.
- Exchange of knowledge and close cooperation with exceptional colleagues in a highly motivated international team in one of Germany’s leading AI startups.
- Central office location with fascinating workspace view over the Hamburg harbor.
- Weekly reading club discussing the latest scientific papers in the field.

**Ready to Make a Difference?**:
**About us**:
**We are making the difference in pathology**:
**The opportunity to take cancer diagnostics to a new level**:
We solve one of the most pressing challenges in modern healthcare: Demands for pathological image analysis are increasing rapidly, but the number of cancer experts remains stagnant.
We build support tools for visual diagnosis using state-of-the-art deep learning. Mindpeaks AI-tools help cancer experts deliver reliable and reproducible diagnoses and focus on areas where human expertise is indispensable.

**Close cooperation in an international team**:
Optimizing cancer diagnostics with machine learning is challenging and requires the brightest minds. At Mindpeak, you will work closely with a team of industry experts in deep learning,

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