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Cloud Engineer for Machine Learning Solutions

2 weeks ago

Copenhagen, Copenhagen, Denmark Boyum IT Solutions Full time
About Boyum IT Solutions

We are an international company with a diverse team of over 40 nationalities. Our core values prioritize equal opportunities, career development, and a healthy work-life balance.

Job Description

As a Machine Learning Engineer, you will be part of a dynamic team responsible for developing and optimizing our document processing engine. Your key responsibilities will include:

  • Engine Optimization: Enhance and maintain our Python-based document processing engine using neural networks, heuristic rules, and post-processing techniques.
  • Pipeline Design: Design and optimize Dagster pipelines to produce high-quality training and evaluation datasets.
  • ML Training Pipelines: Build ML training pipelines in Azure ML using PyTorch and Hugging Face Transformers.
  • Integration and Deployment: Integrate third-party OCR and document processing solutions to expand capabilities, deploy and scale models with Triton Inference Server and Azure ML.
  • Evaluation Frameworks: Develop evaluation frameworks for tasks like NER, classification, similarity detection, and semantic search.
Benefits
  • Diversity and Inclusion: Join an international team with people from over 40 different countries.
  • Career Development: Enjoy a career development path that matches your personal goals and promotes a sense of belonging.
  • Healthy Work-Life Balance: Prioritize your physical and mental health through internal initiatives and flexible work arrangements.
  • Innovative Environment: Collaborate with knowledgeable, innovative, and helpful colleagues who share your vision.