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Machine Learning Engineer at Opta Data Gruppe
Berlin, Berlin, Germany - Full Time
Skills Needed
N/A
Machine Learning Engineer at DeepRec.ai
berlin, Berlin, Germany - Full Time
Skills Needed
N/A
Machine Learning Engineer at Crossing Hurdles
Berlin, Berlin, Germany - Full Time
Skills Needed
N/A
Machine Learning Engineer at NTT DATA DACH
Hamburg, Hamburg, Germany - Full Time
Skills Needed
N/A
Experience Required
Minimum 2 year(s)
Machine Learning Engineer at Understanding Recruitment
berlin, Berlin, Germany - Full Time
Skills Needed
N/A
Machine Learning Engineer at CarOnSale
berlin, Berlin, Germany - Full Time
Skills Needed
N/A
Experience Required
Minimum 5 year(s)
Machine Learning Engineer at JD.COM International UK Ltd
berlin, Berlin, Germany - Full Time
Skills Needed
N/A
Experience Required
Minimum 5 year(s)
Machine Learning Engineer at XpertDirect
Berlin, Berlin, Germany - Full Time
Skills Needed
N/A
Machine Learning Engineer at Advantest Europe GmbH
Hamburg, Hamburg, Germany - Full Time
Skills Needed
N/A
Machine Learning Engineer at European Tech Recruit
Berlin, Berlin, Germany - Full Time
Skills Needed
N/A
Experience Required
Minimum 1 year(s)
Machine Learning Engineer at Code Compass
berlin, Berlin, Germany - Full Time
Skills Needed
N/A
Machine Learning Engineer at Alignerr
Berlin, Berlin, Germany - Full Time
Skills Needed
N/A
Experience Required
Minimum 1 year(s)
Machine Learning Engineer at SciPro
berlin, Berlin, Germany - Full Time
Skills Needed
N/A
Experience Required
Minimum 5 year(s)
Machine Learning Engineer at Careerjet
berlin, Berlin, Germany - Full Time
Skills Needed
N/A
Experience Required
Minimum 5 year(s)
Machine Learning Engineer at Aptiv
Berlin, Berlin, Germany - Full Time
Skills Needed
N/A
Machine Learning Engineer at LinkedIn
Berlin, Berlin, Germany - Full Time
Skills Needed
N/A
Experience Required
Minimum 1 year(s)
Machine Learning Engineer at develop
Berlin, Berlin, Germany - Full Time
Skills Needed
N/A
Experience Required
Minimum 20 year(s)
Machine Learning Engineer at LinkedIn
Berlin, Berlin, Germany - Full Time
Skills Needed
N/A
Experience Required
Minimum 2 year(s)
Machine Learning Engineer at Institute of Foundation Models
Berlin, Berlin, Germany - Full Time
Skills Needed
N/A
Experience Required
Minimum 1 year(s)
Machine Learning Engineer at DeepRec.ai
Berlin, Berlin, Germany - Full Time
Skills Needed
N/A
Experience Required
Minimum 2 year(s)
Machine Learning Engineer at Opta Data Gruppe
Berlin, Berlin, Germany -
Full Time


Start Date

Immediate

Expiry Date

08 Nov, 26

Salary

0.0

Posted On

19 Aug, 26

Experience

0 year(s) or above

Remote Job

Yes

Telecommute

Yes

Sponsor Visa

No

Skills

Industry

Information Services

Description

Your role in the team


  • The HPC group PRAM of the IT Center continuously develops its methodological expertise in high-performance computing and artificial intelligence on HPC systems in close collaboration with the Chair of Computer Science 12.

  • The main tasks of this working group include both research and methodological support for users regarding questions related to program development, debugging, performance tuning, and parallelization.

  • In addition, the group provides the necessary tools and resources for these tasks.

  • Design and implementation of a unified AI gateway.

  • Further development of a cross-site inference gateway that consolidates resources from different systems (HPC clusters, Kubernetes environments).

  • Definition, implementation, and maintenance of standardized APIs/interfaces for unified access to inference backends.

  • Configuration, deployment, and optimization of the execution of open-source or open-weight LLMs on high-performance computing (HPC) systems as well as in Kubernetes clusters.

  • Adjustment of operational conditions (resource allocation, scaling, container images) to the respective hosting scenarios.

  • Ensuring scalable load balancing, high resilience, and redundancy at both the gateway level and the local inference cluster.

  • Further development and configuration of monitoring for the inference infrastructure and individual model instances (metrics, alerting, dashboarding).

  • Design and execution of automated regression tests for AI models (performance, functionality, various modalities).

  • Planning and overseeing load and penetration tests of the entire inference infrastructure to ensure security and robustness.

  • Support in the design and implementation of agent-based processes (e.g., Retrieval-Augmented Generation) that utilize the provided AI models.

  • Integration of inference resources into RAG setups as well as connection to Model-Context-Protocol (MCP) services for seamless orchestration.

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Responsibilities
Machine Learning Engineer at Opta Data Gruppe
Berlin, Berlin, Germany - Full Time
Skills Needed
N/A
Machine Learning Engineer at DeepRec.ai
berlin, Berlin, Germany - Full Time
Skills Needed
N/A
Machine Learning Engineer at Crossing Hurdles
Berlin, Berlin, Germany - Full Time
Skills Needed
N/A
Machine Learning Engineer at NTT DATA DACH
Hamburg, Hamburg, Germany - Full Time
Skills Needed
N/A
Experience Required
Minimum 2 year(s)
Machine Learning Engineer at Understanding Recruitment
berlin, Berlin, Germany - Full Time
Skills Needed
N/A
Machine Learning Engineer at CarOnSale
berlin, Berlin, Germany - Full Time
Skills Needed
N/A
Experience Required
Minimum 5 year(s)
Machine Learning Engineer at JD.COM International UK Ltd
berlin, Berlin, Germany - Full Time
Skills Needed
N/A
Experience Required
Minimum 5 year(s)
Machine Learning Engineer at XpertDirect
Berlin, Berlin, Germany - Full Time
Skills Needed
N/A
Machine Learning Engineer at Advantest Europe GmbH
Hamburg, Hamburg, Germany - Full Time
Skills Needed
N/A
Machine Learning Engineer at European Tech Recruit
Berlin, Berlin, Germany - Full Time
Skills Needed
N/A
Experience Required
Minimum 1 year(s)
Machine Learning Engineer at Code Compass
berlin, Berlin, Germany - Full Time
Skills Needed
N/A
Machine Learning Engineer at Alignerr
Berlin, Berlin, Germany - Full Time
Skills Needed
N/A
Experience Required
Minimum 1 year(s)
Machine Learning Engineer at SciPro
berlin, Berlin, Germany - Full Time
Skills Needed
N/A
Experience Required
Minimum 5 year(s)
Machine Learning Engineer at Careerjet
berlin, Berlin, Germany - Full Time
Skills Needed
N/A
Experience Required
Minimum 5 year(s)
Machine Learning Engineer at Aptiv
Berlin, Berlin, Germany - Full Time
Skills Needed
N/A
Machine Learning Engineer at LinkedIn
Berlin, Berlin, Germany - Full Time
Skills Needed
N/A
Experience Required
Minimum 1 year(s)
Machine Learning Engineer at develop
Berlin, Berlin, Germany - Full Time
Skills Needed
N/A
Experience Required
Minimum 20 year(s)
Machine Learning Engineer at LinkedIn
Berlin, Berlin, Germany - Full Time
Skills Needed
N/A
Experience Required
Minimum 2 year(s)
Machine Learning Engineer at Institute of Foundation Models
Berlin, Berlin, Germany - Full Time
Skills Needed
N/A
Experience Required
Minimum 1 year(s)
Machine Learning Engineer at DeepRec.ai
Berlin, Berlin, Germany - Full Time
Skills Needed
N/A
Experience Required
Minimum 2 year(s)
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