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    2 days ago
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    Full-time
    Part-time
    Mid Level
    Senior
    #künstlicheintelligenz#radiologie#medizinischebildgebung

    Data Engineer*in

    Data Engineer

    Festanstellung, Voll- oder Teilzeit · Berlin, Remote

    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

    Salary Estimate

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    Median

    Max

    2 days ago
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