Senior Machine Learning Engineer

vor 1 Woche

Berlin, Berlin, Deutschland Merantix Vollzeit
About the Role

We are seeking a highly skilled Senior Machine Learning Engineer to join our team at Merantix. As a key member of our organization, you will play a crucial role in developing and deploying machine learning models that significantly impact the healthcare industry.

Key Responsibilities
  • Integration with Healthcare Systems: Design and implement data integration solutions with various laboratory machines and services using healthcare standards such as HL7, ensuring seamless data flow and interoperability across systems.
  • Design and Development: Design and build advanced machine learning models for analyzing high-resolution ultrasound images and other patient data, focusing on improving diagnostics accuracy and patient outcomes.
  • Infrastructure Management: Set up and manage the machine learning infrastructure on Google Cloud Platform (GCP), ensuring scalable, secure, and efficient operations.
  • Compliance and Standards: Ensure all projects comply with GDPR and ISO standards relevant to healthcare data and its processing.
  • Cross-functional Collaboration: Work closely with healthcare professionals and software engineers to translate medical requirements into functional ML applications.
  • Innovation and Research: Stay ahead of the curve by researching and implementing the latest technologies and methodologies in machine learning and artificial intelligence.
  • Project Leadership: Lead projects from conception to deployment, including planning, execution, and maintenance.
  • People Leadership: Guide and mentor other ML Engineers
Requirements
  • Educational Background: Master's or PhD in Computer Science, Artificial Intelligence, Machine Learning, or a related field.
  • Professional Experience: At least 5 years of relevant experience, with a proven track record in machine learning projects, preferably in healthcare.
  • Technical Expertise:
    • Proficiency in machine learning frameworks (TensorFlow, PyTorch, etc.)
    • Extensive experience with Google Cloud Platform services (BigQuery, Compute Engine, App Engine, Cloud ML Engine, etc.)
    • Strong programming skills in Python, and professional level of familiarity with SQL.
    • Experience in managing and processing high-resolution image data.
  • Regulatory Knowledge: Deep understanding of GDPR and familiarity with ISO compliance standards in healthcare.
  • Problem-Solving Skills: Excellent analytical and problem-solving abilities, with the capability to work on complex issues where analysis of situations requires an in-depth evaluation of variable factors.
  • Communication Skills: Strong communication skills, capable of working effectively in a team environment and presenting technical topics to non-technical audiences.
Preferred Skills
  • Cloud Services: Extensive use of Google Cloud Platform (GCP) services including, but not limited to, Compute Engine for managing VMs, Google Kubernetes Engine (GKE) for container orchestration, and AI Platform for training and deploying machine learning models.
  • Open Source Machine Learning Tools: Proficiency in using open-source ML libraries such as TensorFlow, Scikit-learn, and PyTorch for developing and deploying machine learning models.
  • Data Management and Processing: Utilization of GCP's BigQuery for large-scale data analytics and Pub/Sub for real-time messaging. Experience with Apache Beam or Google Cloud Dataflow for data processing workflows.
  • Version Control and Code Sharing: Skilled in Git for version control, with projects hosted on platforms like GitHub or GitLab to facilitate code reviews and collaboration.
  • Containerization: Proficiency with Docker for creating, deploying, and running applications by using containers, integrated with Google Container Registry for storage and management of private container images.
  • Continuous Integration/Continuous Deployment (CI/CD): Implementation of CI/CD pipelines using open-source tools like Jenkins, GitLab CI, or integrated GCP tools like Cloud Build to automate testing and deployment of machine learning models and applications.
  • Monitoring and Logging: Expertise in leveraging open-source tools such as Prometheus for monitoring the performance of applications and Grafana for visualization, coupled with GCP's operations suite (formerly Stackdriver) for comprehensive monitoring, logging, and diagnostics.
About Us

We are an equal-opportunity employer and value diversity. We consider all applications equally regardless of race, color, ancestry, religion, sex, national origin, sexual orientation, age, citizenship, marital status, disability, or gender identity. We strongly encourage individuals from groups traditionally underrepresented in tech to apply, and we can help with immigration.

  • Senior Machine Learning Engineer

    Vor 3 Tagen

    Berlin, Berlin, Deutschland Flink Vollzeit

    Job OverviewFlink is seeking a highly skilled Senior Machine Learning Ops Engineer to join our team. As a key member of our Data Science organization, you will play a critical role in designing, developing, and deploying Machine Learning products that drive business growth and customer satisfaction.Key ResponsibilitiesDesign and implement scalable Machine...

  • Senior Machine Learning Engineer

    Vor 3 Tagen

    Berlin, Berlin, Deutschland Flink Vollzeit

    Job OverviewFlink is seeking a highly skilled Senior Machine Learning Ops Engineer to join our team. As a key member of our Data Science organization, you will play a critical role in designing, developing, and deploying Machine Learning products that drive business growth and customer satisfaction.Key ResponsibilitiesDesign and implement scalable Machine...

  • Senior Machine Learning Engineer

    vor 1 Woche

    Berlin, Berlin, Deutschland Flink Vollzeit

    Job OverviewFlink is seeking a highly skilled Senior Machine Learning Ops Engineer to join our team. As a key member of our Data Science organization, you will play a critical role in designing, developing, and deploying Machine Learning products that drive business growth and customer satisfaction.Key ResponsibilitiesDesign and implement scalable Machine...

  • Senior Machine Learning Engineer

    Vor 5 Tagen

    Berlin, Berlin, Deutschland Flink Vollzeit

    Job OverviewFlink is seeking a highly skilled Senior Machine Learning Ops Engineer to join our team. As a key member of our Data Science organization, you will play a critical role in designing, developing, and deploying Machine Learning products that drive business growth and customer satisfaction.Key ResponsibilitiesDesign and implement scalable Machine...

  • Software Development Specialist

    Vor 3 Tagen

    Berlin, Berlin, Deutschland Machine Learning Reply Vollzeit

    Job OverviewAt Machine Learning Reply, we are seeking a highly skilled Full Stack Software Engineer to join our team of experts in cloud-based client projects. As a key member of our software development team, you will be responsible for designing and implementing state-of-the-art backend components, microservices, and cloud infrastructures.Key...

  • Software Development Specialist

    Vor 6 Tagen

    Berlin, Berlin, Deutschland Machine Learning Reply Vollzeit

    Job OverviewAt Machine Learning Reply, we are seeking a highly skilled Full Stack Software Engineer to join our team of experts in cloud-based client projects. As a key member of our software development team, you will be responsible for designing and implementing state-of-the-art backend components, microservices, and cloud infrastructures.Key...

  • Senior Machine Learning Engineer

    Vor 5 Tagen

    Berlin, Berlin, Deutschland diconium data Vollzeit

    Über uns Diconium ist ein Spezialist für Daten und Künstliche Intelligenz. Wir unterstützen unsere Kunden bei der Erfassung von Daten, der Vorhersage von Services und Angeboten sowie der Fällung von datengetriebenen Entscheidungen. Unsere Herausforderung Wir suchen nach einem erfahrenen Senior Machine Learning Engineer, der unsere Daten- und...

  • Senior Machine Learning Engineer

    Vor 4 Tagen

    Berlin, Berlin, Deutschland diconium data Vollzeit

    Über uns Diconium ist ein Spezialist für Daten und Künstliche Intelligenz. Wir unterstützen unsere Kunden bei der Erfassung von Daten, der Vorhersage von Services und Angeboten sowie der Fällung von datengetriebenen Entscheidungen. Unsere Herausforderung Wir suchen nach einem erfahrenen Senior Machine Learning Engineer, der unsere Daten- und...

  • Senior Machine Learning Engineer

    vor 1 Tag

    Berlin, Berlin, Deutschland diconium data Vollzeit

    Über uns Diconium ist ein Spezialist für Daten und Künstliche Intelligenz. Wir unterstützen unsere Kunden bei der Erhebung von Daten, der Prognose von Services und Angeboten sowie der Fällung von datengetriebenen Entscheidungen. Unsere Herausforderung Wir suchen einen erfahrenen Senior Machine Learning Engineer, der unsere Daten- und...

  • Senior Machine Learning Engineer

    vor 1 Tag

    Berlin, Berlin, Deutschland diconium data Vollzeit

    Über uns Diconium ist ein Spezialist für Daten und Künstliche Intelligenz. Wir unterstützen unsere Kunden bei der Erhebung von Daten, der Prognose von Services und Angeboten sowie der Fällung von datengetriebenen Entscheidungen. Unsere Herausforderung Wir suchen einen erfahrenen Senior Machine Learning Engineer, der unsere Daten- und...

  • Senior Machine Learning Operations Engineer

    Vor 2 Tagen

    Berlin, Berlin, Deutschland Flink Vollzeit

    About FlinkFlink is a leading quick commerce company in Europe, dedicated to giving people back time by delivering groceries to their doorsteps in minutes. We operate in over 80 cities in Germany and the Netherlands, with a revenue of over EUR 400m in 2022 and a strong focus on sustainability.We're a dynamic and inclusive employer, backed by renowned tech...

  • Senior Machine Learning Operations Engineer

    Vor 2 Tagen

    Berlin, Berlin, Deutschland Flink Vollzeit

    About FlinkFlink is a leading quick commerce company in Europe, dedicated to giving people back time by delivering groceries to their doorsteps in minutes. We operate in over 80 cities in Germany and the Netherlands, with a revenue of over EUR 400m in 2022 and a strong focus on sustainability.We're a dynamic and inclusive employer, backed by renowned tech...

  • Machine Learning Engineer

    Vor 4 Tagen

    Berlin, Berlin, Deutschland Kineo GmbH Vollzeit

    About Kineo GmbHWe are a Berlin-based tech startup dedicated to developing innovative machine learning solutions that drive real business value for our clients. Our mission is to bridge the gap between industry and AI, unleashing the potential in individuals and organizations through passion, competence, and business sense.Job SummaryWe are seeking a highly...

  • Machine Learning Engineer

    Vor 4 Tagen

    Berlin, Berlin, Deutschland Kineo GmbH Vollzeit

    About Kineo GmbHWe are a Berlin-based tech startup dedicated to developing innovative machine learning solutions that drive real business value for our clients. Our mission is to bridge the gap between industry and AI, unleashing the potential in individuals and organizations through passion, competence, and business sense.Job SummaryWe are seeking a highly...

  • AWS Cloud Solutions Engineer

    vor 4 Wochen

    Berlin, Berlin, Deutschland Machine Learning Reply Vollzeit

    About the RoleAs a Cloud Solutions Engineer at Machine Learning Reply, you will be pivotal in delivering customized end-to-end solutions in the realm of data science. Your responsibilities will encompass the entire project lifecycle, from initial strategy formulation to addressing data architecture and infrastructure challenges.Key ResponsibilitiesEngage in...

  • Machine Learning Engineer

    vor 1 Tag

    Berlin, Berlin, Deutschland Kineo GmbH Vollzeit

    About Kineo GmbHWe are a Berlin-based tech startup dedicated to developing innovative machine learning solutions that drive real business value for our clients. Our mission is to bridge the gap between industry and AI, unleashing the potential in individuals and organizations through passion, competence, and business sense.Job SummaryWe are seeking a highly...

  • Machine Learning Engineer

    vor 1 Tag

    Berlin, Berlin, Deutschland Kineo GmbH Vollzeit

    About Kineo GmbHWe are a Berlin-based tech startup dedicated to developing innovative machine learning solutions that drive real business value for our clients. Our mission is to bridge the gap between industry and AI, unleashing the potential in individuals and organizations through passion, competence, and business sense.Job SummaryWe are seeking a highly...

  • Senior Machine Learning Engineer

    vor 4 Wochen

    Berlin, Berlin, Deutschland Noah Labs Vollzeit

    Noah Labs is at the forefront of software innovation aimed at understanding, treating, and preventing cardiovascular diseases. We are currently developing a cutting-edge Health Analytics platform powered by Machine Learning, which integrates advanced biomarkers, intelligent algorithms, and a user-friendly web/mobile application for healthcare professionals...

  • AWS Cloud Solutions Engineer

    vor 4 Wochen

    Berlin, Berlin, Deutschland Machine Learning Reply Vollzeit

    About the RoleAs a Cloud Solutions Engineer at Machine Learning Reply, you will be instrumental in delivering customized end-to-end solutions in the realm of data science. Your responsibilities will encompass the entire project lifecycle, from initial strategic consulting to addressing data architecture and infrastructure challenges.Key...

  • Staff Machine Learning Engineer

    Vor 2 Tagen

    Berlin, Berlin, Deutschland Harnham Vollzeit

    Job Title: Staff Machine Learning EngineerCompany: HarnhamLocation: DublinJob Type: Full-timeSalary: up to €180,000Relocation Package: €20,000Benefits:EquityFree LunchHybrid work (2 days in the office)Job Description:Job Summary:We are seeking a highly skilled Staff Machine Learning Engineer to join our team at Harnham. As a Staff Machine Learning...