MLOps/Dataset Engineer

Project description

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.

Responsibilities

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

Skills

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

What do we offer our employees?

💰Copyrights which means higher net salary for Developers

🏠 Fully remote work from the territory of Poland (or hybrid if you prefer)

👩‍⚕️ LuxMed health & dental care, life insurance

🏋🏽‍♀️ MyBenefit program (sports card, well-being program, AskHenry etc.)

🖋 Stable employment based on an employment contract (or B2B)

🏦 Special offer of banking services

🎓 LuxTalent platform (webinars, training, courses with certificates)

🌎 Internal Mobility program - possibility of rotation between projects, locations, accounts

...and even more!