Optimizing Machine Learning Operations through Continous Learning

Vor 3 Tagen


Munich, Bayern, Deutschland BMW Group Vollzeit

**Job Overview**: At the BMW Group, we are seeking a highly motivated Master student to contribute to our research in machine learning operations. As part of this role, you will be responsible for developing and optimizing techniques for continuous learning and data acquisition within MLOps frameworks.

**Salary:**

The estimated salary for this position is around €35,000 - €45,000 per year, depending on experience and qualifications.

 

**Job Description:**

We aim to streamline the deployment, monitoring, and continuous development of machine learning models in production environments. One of the critical challenges in MLOps is ensuring that models remain up-to-date and perform well as new data becomes available. Continuous learning addresses this challenge by focusing on the acquisition of data and the subsequent training enabling models to be adapted continuously over their lifetime.

This thesis aims to develop and optimize techniques for continuous learning and data acquisition within MLOps frameworks, enhancing the efficiency and effectiveness of machine learning operations.

 

**Required Skills and Qualifications:**

  • Munich, Bayern, Deutschland Machine Learning Reply Vollzeit

    About the RoleWe are seeking a talented Data Science and Cloud Computing Expert to join our team at Machine Learning Reply Germany. As a key member of our team, you will work closely with our clients to design and develop cloud-based machine learning solutions using AWS, Azure, or other cloud providers.The ideal candidate will have a strong quantitative...


  • Munich, Bayern, Deutschland Machine Learning Reply Vollzeit

    Machine Learning Reply Germany is a fast-growing consultancy focused on solving problems with Data Science and organizational frameworks.We offer end-to-end solutions in the Data Science area that cover project lifecycle, strategy consulting, data architecture, infrastructure issues, data processing, modeling, and visualizations.You will design and develop...


  • Munich, Bayern, Deutschland Tenhil GmbH & Co. KG Vollzeit

    ÜberblickAls Produktbesitzer für Machine Learning entwickeln Sie eine klare Produktstrategie, die auf datengetriebenen Erkenntnissen basiert. Ihre Aufgaben umfassen die Erstellung und Priorisierung des Produkt-Backlogs, die Erstellung von Anforderungen in User Stories für unsere ML-Ingenieure und die Analyse von Nutzerdaten sowie Markttrends zur...


  • Munich, Bayern, Deutschland Katholische Universität Eichstätt-Ingolstadt Vollzeit

    About UsThe Katholische Universität Eichstätt-Ingolstadt is a leading institution in the field of mathematics and computer science, with a strong focus on machine learning and artificial intelligence. Our research group, headed by Prof. Felix Voigtlaender, is part of the Mathematical Institute for Machine Learning and Data Science (MIDS), and is funded by...


  • Munich, Bayern, Deutschland 4screen Vollzeit

    Unlock the Power of Data-Driven Decision MakingAt 4screen, we're revolutionizing the way businesses connect with customers in real-time. As a Senior Machine Learning Engineer, you'll play a key role in strengthening our data-driven decision-making processes and advancing our AI strategy.Key Responsibilities:Develop and implement machine learning models to...

  • Cloud Engineer

    vor 4 Wochen


    Munich, Bayern, Deutschland Machine Learning Reply Vollzeit

    Als Junior Cloud Engineer bei Machine Learning ReplyUnterstützt du die Entwicklung von Cloud-Lösungsarchitekturen für unsere Kunden auf Basis von Microsoft Azure.Unterstützt die Entwicklung von Cloud-Lösungen für unsere KundenLernst die Sicherheitsanforderungen, rechtlichen Aspekte, Multi-Tenancy und Access-PatternsHilfst bei der Umsetzung von...


  • Munich, Bayern, Deutschland 4screen Vollzeit

    About the RoleAs a Senior Machine Learning Engineer at 4screen, you will play a pivotal role in driving data-driven decision-making processes and advancing our AI strategy. Your primary responsibility will be to analyze existing data, develop new machine learning models, and integrate them into production environments without relying on third-party APIs.Key...


  • Munich, Bayern, Deutschland Technical University of Munich Vollzeit

    Unlock the Potential of Atomistic Machine LearningWe are seeking a highly skilled and motivated researcher to join our AI-Based Materials Science group at the Technical University of Munich.About the Position:The successful candidate will have the opportunity to work on cutting-edge research projects, developing and applying machine learning techniques for...


  • Munich, Bayern, Deutschland akut Medizinische Personallogistik GmbH Vollzeit

    Job Description: As a Data Scientist with Expertise in Machine Learning, you will work on developing and implementing AI models to drive business decisions. Your primary responsibility will be to collect and analyze large datasets to identify trends and patterns. You will also collaborate with cross-functional teams to integrate machine learning solutions...


  • Munich, Bayern, Deutschland Ocell GmbH Vollzeit

    Key ResponsibilitiesEnhance our machine learning systems, focusing on computer vision, and drive innovation in training, evaluating, and optimizing pipelines.Contribute to the development and improvement of data-driven solutions within OCELL, fostering cutting-edge and effective systems.Maintain high code quality, adhere to software engineering best...


  • Munich, Bayern, Deutschland Klinikum Dritter Orden München-Nymphenburg Vollzeit

    We are seeking a talented Senior Software Engineer to join our team. The ideal candidate will have expertise in machine learning and the ability to develop innovative solutions.Key Responsibilities:Design and develop machine learning modelsCollaborate with cross-functional teams to integrate machine learning solutionsConduct code reviews and ensure...


  • Munich, Bayern, Deutschland FOM Hochschule Vollzeit

    Job SummaryAs a software developer with expertise in AI and machine learning, you will play a key role in designing and developing intelligent systems that can learn and improve on their own. This will involve working on projects that involve natural language processing, computer vision, and predictive analytics. The ideal candidate will have a strong...


  • Munich, Bayern, Deutschland Luther Rechtsanwaltsgesellschaft mbH Vollzeit

    About the Role:As a Senior Software Engineer, you will be responsible for designing, developing, and maintaining software applications using Python and machine learning algorithms. You will work closely with cross-functional teams to deliver high-quality software solutions that meet business requirements.Key Responsibilities:Design and develop software...


  • Munich, Bayern, Deutschland Conxai Technologies GmbH Vollzeit

    About Conxai Technologies GmbHWe are a deep tech start-up revolutionizing the $12T global construction industry using Domain AI and Frontier Tech.Salary InformationThe estimated salary for this position is in the range of €3,000 - €5,000 per month, depending on experience and qualifications. This compensation package reflects the company's commitment to...


  • Munich, Bayern, Deutschland Motel One München-Deutsches Museum Vollzeit

    Are you interested in a career in software development? As a Software Engineer with expertise in AI and Machine Learning, you will be responsible for designing, developing, and testing software applications. Your primary focus will be on building AI and Machine Learning models that can improve the performance of our software systems.Key...


  • Munich, Bayern, Deutschland MAN Truck & Bus Group Vollzeit

    About the Role:We are seeking a skilled Senior Software Developer with a strong background in machine learning to join our team at {company}. As a key member of our development team, you will be responsible for designing, developing, and deploying AI-powered software solutions.Key Responsibilities:Design and develop AI-powered software solutions using...


  • Munich, Bayern, Deutschland Osborne Clarke Vollzeit

    About the JobThe company is seeking a skilled Data Analyst and Machine Learning Specialist to join its team. The ideal candidate will have expertise in machine learning and data analysis, with the ability to work independently and collaboratively as part of a team.Key ResponsibilitiesDesign and implement machine learning models to solve complex business...


  • Munich, Bayern, Deutschland Deutsche Bahn Vollzeit

    About the JobWe are looking for a skilled Software Engineer to join our team.The ideal candidate will have expertise in AI and Machine Learning and be able to develop software solutions that meet our business needs.The successful candidate will be responsible for designing, implementing, and testing software applications that utilize AI and Machine Learning...


  • Munich, Bayern, Deutschland Conxai Technologies GmbH Vollzeit

    Job DescriptionWe are developing an innovative AI platform that leverages advanced technologies to revolutionize the Architecture, Engineering, and Construction (AEC) industry.The successful candidate will collaborate with experienced engineers to design and implement state-of-the-art machine learning solutions that address customer key performance...


  • Munich, Bayern, Deutschland retarus GmbH Vollzeit

    We are looking for a highly skilled Software Engineer to join our team. The ideal candidate will have a strong background in machine learning and data analysis.Key Responsibilities:• Develop and implement AI-powered solutions to drive business growth.• Collaborate with cross-functional teams to design and deploy machine learning models.• Analyze...