We're seeking a dedicated MLOps/Dataset Engineer to join our team. This role involves iterative dataset improvements, auto-annotation, large-scale data scanning, and constructing robust infrastructure around our machine learning models, with a particular focus on computer vision and related tasks.

  • Design and develop large-scale data scanners and auto-annotation engines for optimizing computer vision datasets
  • Collaborate closely with internal and external data annotation teams and services to enhance dataset production
  • Create, deploy, and automate ML pipelines, ensuring an efficient transition from model training to deployment
  • Monitor model performance and manage models and datasets versioning to bolster operational efficiency
  • Participate in end-to-end development, from problem statement and data aggregation to model design, experiments, deployment, and iterative improvement automation

  • BS, MS, or PhD in Machine Learning, Computer Science, Electrical Engineering, or a related field
  • Minimum 3 years of experience in MLOps, with a focus on computer vision applications, including building, deploying, and monitoring ML models
  • Proficiency in Python
  • Proven experience with ML pipeline tools and services, such as Kubeflow, MLflow, TFX, Airflow, Vertex AI, Dataflow, DVC etc.
  • Familiarity with standard tools and libraries, e.g. Pytorch, OpenCV, Tensorflow, CVAT, Albumentations, Cleanlab etc.
  • Hands-on experience with large-scale data and datasets management for computer vision tasks
  • Demonstrated expertise in developing robust auto-annotation tools for visual data
  • Experience in integrating with and utilizing external and internal data annotation services
  • Knowledge of active learning, semi-supervised learning, and other similar approaches for visual data analysis
  • Demonstrated experience in automating machine learning pipelines and understanding of MLOps best practices
  • General understanding of DL models development and their deployment process on both embedded platforms such as Nvidia Jetson and various cloud inference solutions
  • Experience with multi-task model training and semi-supervised DL model training on video data
  • Proven track record - significant industry experience and/or publications at venues such as ICRA, RSS, IROS, or CVPR

Luxoft, a DXC Technology Company is a global digital strategy and software engineering firm with over 17,000 international employees within its 58 offices in 29 countries. It is headquartered in Zug, Switzerland. 

In January 2019, Luxoft was acquired by U.S. company DXC Technology. Luxoft partnered with LG Electronics to create a next-generation Autonomous Mobility concept vehicle that integrates consumers' personalized digital lifestyles into a driving experience. Luxoft enabled Switzerland's first Blockchain based e-vote platform with the City of Zug and Hochschule Luzern's Blockchain Lab.

Luxoft, a DXC Technology Company is a world-renowned company. It has been present on the Polish market for over 13 years. We have offices in Krakow, Warsaw, Wroclaw, and Gdansk. We employ over 2,000 professional experts carrying out projects for over 100 clients from the financial, automotive, medical, tourist industries, etc. We work for many international clients, including the USA, Great Britain, and Switzerland.

So far, Luxoft Poland has made a name for itself as a company that offers work on innovative projects, we offer various experiences in the field of IT, opportunities for rapid development, an extensive training program, and attractive benefits for employees.

At present, 62% of Luxoft Poland employees come from Poland, and 38% from around 50 countries, including Ukraine, Brazil, India, Turkey, Spain, Portugal, Italy, Romania, USA, etc.

At Luxoft, a DXC Technology Company almost 80 percent of employees are experts with the "Senior" experience level, with at least five years of experience. We care about our employees, so every day we try to provide them with the best possible conditions for work and development.

Technology is our passion! We focus on top engineering talent means that you will be working with the best industry professionals from around the world. Because of that, Luxoft is a global family with an epic atmosphere – we love what we do!