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Vionlabs

Machine Learning Engineer

Vionlabs
Sweden · Full-time · Entry

About Us

Vionlabs AB is at the forefront of AI-driven innovation in media and entertainment, providing cutting-edge machine learning solutions that power personalized content recommendations and metadata generation for leading global streaming services. As part of our mission to revolutionize the way people experience content, we are expanding our Applied Machine Learning group with a key role focused on developing and deploying state-of-the-art machine learning models.


Position Overview

We are seeking a talented Machine Learning Engineer who is passionate about building, deploying, and optimizing machine learning models in production environments. The ideal candidate will have strong software engineering fundamentals and a proven track record of working on real-world machine learning projects from concept to deployment.


Key Responsibilities

  • Develop, train, and optimize machine learning models for production use cases.
  • Collaborate with cross-functional teams to integrate ML models into scalable, production-grade systems.
  • Work closely with data scientists, software engineers, and product teams to define model requirements
  • and implement robust solutions.
  • Deploy and monitor models in production environments, ensuring reliability, performance, and scalability.
  • Design and develop tools to automate and streamline model training, testing, and deployment workflows.
  • Keep up to date with the latest advancements in machine learning and AI technologies to continuously improve our systems.


Qualifications

  • Proven experience in building and deploying machine learning models into production environments.
  • Strong foundation in software engineering principles, including experience with version control, testing, and optimization.
  • Proficiency in machine learning frameworks such as TensorFlow, PyTorch, or similar.
  • Solid programming skills in Python, Java, or another modern language.
  • Experience working with cloud platforms (e.g., AWS, Google Cloud) and tools for deploying and monitoring ML models.
  • Familiarity with MLOps practices and tools for managing machine learning pipelines.
  • Bachelor’s or Master’s degree in Computer Science, Engineering, or a related field.


Nice to Have

  • Experience with large-scale data processing frameworks such as Spark or Hadoop.
  • Knowledge of CI/CD pipelines for ML model deployment.
  • Familiarity with recommendation systems or media/entertainment industry-specific machine learning use cases.


What We Offer

  • A dynamic and collaborative work environment where your ideas can shape the future of media and AI.
  • The opportunity to work on exciting, cutting-edge projects that make a real impact.
  • Competitive salary and benefits package.
  • Flexible working hours and remote work opportunities.


Key Skills

Ranked by relevance

ai cloud aws java mlops spark hadoop python pytorch tensorflow
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Posted
Oct 07, 2024
Type
Full-time
Level
Entry
Location
Stockholm
Company
Vionlabs

Industries

Software Development

Categories

Engineering Information Technology

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