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Sonar
26d ago

Machine Learning Scientist - AI for Code(m/w/x)

Bochum
Full-timeWith Home OfficeSenior
AI/ML
Data Science

Description

As a Machine Learning Scientist, you will leverage cutting-edge AI techniques to enhance code analysis, develop advanced models, and collaborate with teams to turn prototypes into impactful products that help developers write better code.

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Requirements

  • •Advanced academic background in Computer Science, Machine Learning, or related quantitative field
  • •Strong industry experience in machine learning and modern software engineering practices
  • •Solid programming skills in Python and hands-on experience with core ML/DL frameworks
  • •Proven experience in applied Machine Learning with focus on NLP or Programming Language Processing
  • •Hands-on experience with modern LLM architectures and techniques
  • •Experience with large-scale data processing frameworks and cloud infrastructure
  • •Experience driving research projects from ideation to prototype with autonomy
  • •Excellent communication skills in English and ability to explain complex topics clearly

Education

Master's degree

Work Experience

approx. 4 - 6 years

Tasks

  • •Stay updated on ML, Deep Learning, and LLM advancements
  • •Identify opportunities to enhance products within the SDLC
  • •Design and prototype advanced ML models for bug and vulnerability detection
  • •Validate models that address complex code issues
  • •Develop LLM-based solutions for contextual code analysis
  • •Implement Retrieval-Augmented Generation (RAG) techniques
  • •Fine-tune models on proprietary codebases
  • •Explore agentic systems for automated code remediation
  • •Build and manage data pipelines for large code-centric datasets
  • •Gather and process data for training specialized models
  • •Collaborate with engineering and product teams to integrate ML prototypes
  • •Ensure products meet the needs of a global user base
  • •Document and communicate technical concepts to stakeholders

Tools & Technologies

PythonPyTorchTensorFlowHugging FaceAWS

Languages

English – Business Fluent

Benefits

Flexible Working

  • •Flexible work policy
  • •Remote and in-office hybrid work

Mentorship & Coaching

  • •Growth mindset

Learning & Development

  • •Continuous education

Other Benefits

  • •Diversity, Equity, and Inclusion
Find the original job posting in its most current version here. Nejo automatically captured this job from the website of Sonar and processed the information on Nejo with the help of AI for you. Despite careful analysis, some information may be incomplete or inaccurate. Please always verify all details in the original posting! Content and copyrights of the original posting belong to the advertising company.
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