Machine Learning Engineer – Video AI

Vor 3 Tagen

Munich, Bayern, Deutschland Snke OS Vollzeit
Company Description Job Description

The big amount of data generated in today's high-tech operating rooms offers a wide range of opportunities for surgical process improvements: Besides optimization of documentation tasks and support of clinical education, this data serves as basis for any intelligent task automatization and smart assistance tools that aim for improving surgical procedures in terms of safety, quality and cost. In this position, you will be part of the emerging topic of Surgical Workflow Analysis by combining video with other sensor data in the OR. Together with a team of experienced and enthusiastic software developers and machine learning engineers, you will create applications and services - running on the Snke platform - that extract data points to improve surgeries. You need to share our passion for new software technologies and our curiosity to step into the unknown.  

We are looking for a Machine Learning Engineer with experience in state-of-the-art ML training platforms and a strong software engineering background.  

In this position, you will  

  • Work on learning-based solutions for a variety of tasks in medical data analysis with a particular focus on the processing of surgical videos (e.g. event detection, image segmentation, object detection and more)  
  • Participate in all phases of the machine learning development life cycle (from requirements engineering and data processing to experimentation, model development/training, and ultimately deployment of solutions)  
  • Push the limits of intelligent software components for surgical procedure analysis, making use of the ever increasing amounts of video data 
  • Shape the development and productization of AI based video solutions for medical use-cases  
  • Contribute to our success with your creative ideas and your independent and self-responsible way of working, ultimately impact the daily work of medical professionals around the world 
Qualifications
  • Degree in Computer Science, natural sciences, or similar background  
  • 3+ years of professional experience in using modern machine learning methods along with classic computer vision approaches to solve challenging problems in the area of image processing  
  • Experience in state-of-the-art ML tooling related to experiment management, containerization, orchestration, processing pipelines and data version control.  
  • Profound demonstrated experience in developing complex software systems in Python and/or other programming languages 
  • Ideally, you gained this experience during a range of projects in an industrial setting, or you have worked on a PhD in a relevant area 
  • Good knowledge in the setup and operation of cloud-based computing environments (ideally AWS) is a plus 
  • Experience of working on AI-based products in the med tech industry is a plus 
Additional Information
  • A mutually-supportive, international team
  • Opportunity to build career experience in an exciting international company with a lasting impact on medical technology based in Munich
  • Flexible working hours
  • Secure bicycle storage room
  • Subsidized catering service 
  • Subsidized Gold Gym membership
  • Centrally located, modern work spaces with a great 212m² roof terrace

Ready to apply? We look forward to receiving your online application including your first available start date.

Contact person: Tatjana von Freyberg

  • Machine Learning Engineer – Video AI

    Vor 3 Tagen

    Munich, Bayern, Deutschland Brainlab Vollzeit

    Company Description Founded in 2020 and headquartered in Munich, Snke is transforming healthtech with scalable, data-driven innovation powered by AI and big data analytics. We're experts specializing in large platforms, digital health and software-driven medical technology. By delivering a trusted orchestration layer, Snke empowers healthcare providers,...

  • Staff Engineer, Developer AI, Machine Learning

    vor 2 Minuten

    Munich, Bayern, Deutschland Google Vollzeit

    Minimum qualifications:Bachelor's degree or equivalent practical experience.8 years of experience in Software Development.5 years of experience testing, and launching software products.5 years of experience in the Machine Learning field.5 years of experience developing with Python.3 years of experience with software design and architecture.Preferred...

  • Principal MLOps Engineer

    vor 11 Minuten

    Munich, Bayern, Deutschland AI Futures Vollzeit

    Principal AI/MLOps Engineer - Munich, HybridAI Futures, are working with an exciting Global Manufacturing Giant, operating at scale across multiple regions and product lines.The business is undergoing a significant digital and AI-driven transformation, leveraging advanced machine learning and large language models to optimize operations, improve quality, and...

  • AI/ML-Data Engineer

    vor 2 Minuten

    Munich, Bayern, Deutschland Münchener Verein Versicherungsgruppe Vollzeit

    Für unsere Direktion in München suchen wir dich alsAI/ML-Data Engineer (m/w/d)Deine Aufgaben:Datenanalyse & Visualisierung: Du analysierst große Datensätze mithilfe moderner statistischer Verfahren, visualisiert Analyseergebnisse und unterstützt so strategische und operative EntscheidungenEnd-to-End Machine Learning Modelle: Zusammen im Team mit...

  • Senior AI Engineer with focus on ML

    vor 2 Wochen

    Munich, Bayern, Deutschland Motius Vollzeit

    Motius - We R&D: Motius is an R&D company specialized in solving challenges with emerging tech to create longlasting value for customers. With the unique combination of a permanent core team and an interdisciplinary tech community, we reinvent R&D and develop the tech products of the future.As Senior AI Engineer (m/f/d) you are part of our R&D projects, in...

  • AI Engineer

    vor 10 Minuten

    Munich, Bayern, Deutschland pmOne AG Vollzeit

    Über uns:Die pmOne Group ist mehr als nur ein IT-Beratungsunternehmen. Wir sind Wegbereiter für datengetriebene IT-Lösungen in den Bereichen Corporate Performance Management (CPM), Data & AI sowie Managed Services. Seit 2007 begleiten wir namhafte Kunden in der DACH-Region dabei, ihre Datenprobleme zu lösen und ihren Geschäftserfolg nachhaltig zu...

  • Abschlussarbeit: Machine Learning

    vor 10 Minuten

    Munich, Bayern, Deutschland MTU Aero Engines AG Vollzeit

    #UPLIFTYOURFUTUREWir sind über An 19 Standorten weltweit. Jedes dritte Flugzeug fliegt mit unserer Technologie.Immer effizienter, leiser, nachhaltiger. Wir gestalten die Zukunft der Luftfahrt. Was wir noch brauchen? Dich.Unser Team in München sucht Dich:Abschlussarbeit: Machine Learning - Automatische Resonanzerkennung in der Schwingungsmessung mit...

  • AI Creative Strategist

    vor 5 Minuten

    Munich, Bayern, Deutschland Tasy AI Vollzeit

    We're a fast-growing Germany-based AI Agency looking for a top-tier AI Creative Strategist.Compensation:Base pay + % of performance (commission). We're scaling fast so your earning potential is UNLIMITED/UNCAPPEDTasksCreate high converting and viral creatives with AIRequirementsDeep hands-on experience with AI video tools and trending ad formats (UGC, VSLs,...

  • Machine Learning Werkstudent/Praktikum

    vor 9 Minuten

    Munich, Bayern, Deutschland Gini Vollzeit

    Dein Team Wir suchen eine motivierte Unterstützung im Rahmen einer Werkstudenten- oder Praktikumsstelle, die unser CVIE-Team (Computer Vision & Information Extraction) unterstützt. Du hilfst uns dabei, unsere AI-Modelle weiterzuentwickeln, spannende Experimente durchzuführen und Daten so aufzubereiten, dass wir neue AI-Features testen und bestehende...

  • AI-Engineer (m/f/d)

    vor 11 Minuten

    Munich, Bayern, Deutschland Vantis Vollzeit

    How you will make an impact at VantisAt Vantis, we have a clear mission: to measurably improve the care of patients with chronic illnesses. To achieve this, we are developing a holistic healthcare approach that combines medical excellence on site with the advantages of digital solutions. At the heart of our strategy is a hybrid care concept that integrates...