Machine Learning engineer

☞ scalable minds UG & Co. KG

看过: 150

更新日: 22-10-2024

位置: Bielefeld North Rhine-Westphalia

类别: 高科技 机械/技术 电气/电子 IT-软件

行业: Software Development

水平: Entry level

工作类型: Full-time

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工作内容

  • Expand and develop new features for our biomedical image analysis toolbox Voxelytics* Develop and implement state-of-the-art deep learning algorithms to solve real-world problems in 3D biological microscopy datasets* Design, own and deploy highly scalable ML services for working with petabyte-sized image datasets* Experiment, iterate, and apply the analysis methods on customer datasets with direct client feedback* Engineer robust and fast data processing approaches to scale ML models from workstations to HPC clusters* Work with a high degree of freedom and self-organisation in a tech-savvy team* Build tools for customers from neuro- and life sciences and support the biomedical research community, * You know Python and its ecosystem, especially oriented to data science and Machine Learning* You are familiar with the core concepts and algorithms of supervised learning for image analysis* You take pride in teaching and leading from team mates, and enjoy constructive peer review in a respectful environment* You have proficiency with Git, GitHub, and agile software development* Your have strong oral and written language skills in German and English* You bring applicable knowledge of building deep learning applications for image analysis, e.g. with Tensorflow or PyTorch, NumPy, Sklearn, OpenCV* Experience with scientific computing on HPC clusters or previous working experience in life science industry or research is a bonus, Our team primarily consists of professional software developers and hard, techy problems inspire our work. As a small team, everybody is included in the decision making and can build on the support of their peers. We encourage an open, relaxed work environment both at the office or when working remotely.
We have a very close relationship with our costumers and regularly engage with them to improve our problems. Any changes to our products are directly noticed and appreciated by them.
  • Work on impactful tools for next breakthroughs in neuroscience* Part or full time position available in Potsdam* Remote work possible (in Germany)* 30 days holiday per annum* High-end laptop of your choice for development, e.g. MacBook Pro* Flexible work hours and work arrangements* Competitive compensation depending on experience and skills* Small, friendly team where everybody’s input is valued* Regular check-ins with your mentor and study group with other ML engineers* Opportunities for personal and professional growth* Monthly social events* Free drinks and snacks at the office
About The Team

scalable minds builds software tools and solutions for the reconstruction of large-scale 3D image datasets in neuroscience. Our machine-learning applications and web-based data annotation tools help scientists push their cutting-edge neuroscience research and focus on the Biology rather then on the tech.

webKnossos is an open-source web-platform for viewing, annotation, and sharing peta-scale 3D microscopy datasets for biomedical research.
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最后期限: 06-12-2024

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