Your tasks:
Make GPU training scripts faster by profiling bottlenecks and fixing them
Improve speed + add features to visualization tools used by machine learners
Understand all the technology which we use for serving ML models live and re-use them for internal tools in the machine learning team
Implement efficient AI production systems in cooperation with our software developers
Use our internal APIs to gather and transform data and optimally prepare it for ML training
Support our medical team with tooling to efficiently guide the evaluation of annotators and make the annotation process more efficient
Make GPU training robust when training across several servers
You will be directly reporting to the CTO
M.Sc / P.hD in Computer Science, Mathematics, Physics or similar with excellent grades
Experience working in the field of machine learning, especially using PyTorch
Multi-year practical experience developing professional software
Advanced skills in Python, bash, Git and linux tools
Ability to work in a fast changing, highly dynamic work environment with changing priorities
Curiosity to understand the medical application
Enjoying interdisciplinary teamwork and thinking outside the box
Independent structured working style and willingness to take responsibility
Good analytical skills and the motivation to constantly learn and share knowledge
Fluent in English, additional German is a plus
Preferably in Hamburg. We pay relocation partially.
We offer:
Work with a passionate + innovative team on products that make a real impact in healthcare
A competitive salary and benefits package
A flexible working environment, including options for remote work
Opportunities for professional development and career growth
Please upload your application documents (including curriculum vitae, university certificates, transcripts of records and job references) with your salary expectations and earliest possible starting date.
Contact Christine Stamer with questions: christine.stamer@mindpeak.ai.
Find more information about Mindpeak at www.mindpeak.ai. Join our network on XING or LinkedIn!We’re a Hamburg, Germany-based start-up with the mission to democratise cancer diagnostics. We apply artificial intelligence to improve pathologists‘ ability to identify cancer quickly and accurately.
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.
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, pathology and entrepreneurship.
We need you to make a difference in the world and shape the future of cancer diagnostics!