Jobs in Germany
Who we are
Are you passionate about software quality, cutting-edge tech and healthcare? We're a dynamic Berlin-based medtech startup on a mission to revolutionize radiology with AI-powered software. Our innovative solutions automatically analyze MRI scans, enabling clinicians to make faster, more precise, and objective assessments.
We take pride in our three CE-certified products, mdbrain, mdknee, and mdprostate, which have become market leading across Europe. Join our team and be a part of a company that's transforming the future of medical diagnostics.
Your mission
You will work in close collaboration with the AI engineers and software engineers to build a large and efficient database of annotated MRI data sets, which is compliant with healthcare regulations (e.g. GDPR)
You will implement and maintain efficient data pipelines: From importing, anonymizing and cleansing fresh data from our clients, over providing these data to our annotators for labeling (segmentation, bounding boxes, …), to storing annotated data sets in a structured way that makes them super easy to query and analyze for your fellow AI engineers
You will set up and maintain monitoring systems for the data pipelines in the different stages, alerts for critical behavior and dashboards to visualize the imported data parameters and distribution
You will make sure that our data bases are in a consistent state and ensure a high quality of the data sets
You will work with our on-prem installations on the linux servers of our customers, who utilize a range of access methods (VPN, SSH, TeamViewer) to connect, develop, and run software that securely exports their data.
Your profile
3+ years of work experience (industry or academia) in a data engineering role (less experience is also acceptable for junior candidates) and proficiency in ETL and/or ELT processes
Masters or Ph.D. in Computer Science or a related field
You know how to handle large data sets in different formats and from heterogeneous sources
Experience with relational and non-relational databases or data lakes
Experience with handling medical images or other 3D image data sets, or a passion for it
Experience with docker and with cloud computing (e.g. on AWS)
You have experience working with common task management frameworks like Airflow or Luigi
Experience with monitoring tools and dashboards such as Prometheus, Nagios, Grafana or Metabase
Strong coding skills in Python and solid general engineering skills: You know about version control, unit testing and continuous integration, and you value best practices and good code quality
You have experience with Linux and Bash and are comfortable writing and running small scripts that can handle data exporting jobs
Good communication skills and fluent in English
Located in Germany
Nice to have:
Full-stack and particular frontend skills (Javascript/Typescript, maybe even in the context of an image annotation tool)
Experience with DICOM and NIFTI file formats
Good IT / system administration knowledge, including remote access methods like VPN, SSH or TeamViewer and secure data transfer protocols like SCP
Understanding of machine learning algorithms
Why us?
Our vision has a purpose: Your work has a direct effect on the quality of our AI products and thus contributes to make the diagnosis of medical conditions faster, more accurate and more accessible
You will work on interesting data sets consisting of radiologic images of thousands of patients
You will play a key role in shaping our data infrastructure from the ground up
You will join a highly interdisciplinary team of motivated and highly collaborative data scientists, engineers, physicists and medical doctors with rapid decision-making processes
