Machine Learning Engineer

About the job

Responsibilities

• Analyze state-of-the-art architectures and new solutions/algorithms.
• Propose and implement new Proof of Concept projects.
• Build Proof of Concept projects from scratch (data collection/annotation/cleaning, model creation/training/optimization, demos).
• Implement algorithms (vision/signal processing) to support research.
• Optimize existing implementations for product core development.
• Use and optimize existing developments.

Requirements

• Minimum 2 years of professional experience in Machine Learning.
• Hands-on experience in Computer Vision applications (object detection, classification, segmentation, prediction, or tracking).
• Very good knowledge of machine learning for classification, clustering, segmentation, optimization, and regression problems.
• Proven experience in constructing, training, evaluating, and optimizing ML models for production or Proof of Concept projects.
• Very good knowledge of Convolutional Neural Networks and Transformer architectures.
• Very good knowledge of machine learning frameworks (PyTorch/TensorFlow/Keras).
• Very good Python knowledge (virtual environments, numpy, Jupiter Lab, opencv, scikit-learn).
• Understanding of Windows, Linux development and OOP.
• Knowledge of C/C++ is a plus.
• Knowledge of embedded systems or ARM architectures/development is a plus.
• Knowledge about DevOps (MLFlow/MLops skills will be highly appreciated).
• Experience with ROS2, AWS, Databricks is an advantage.

Benefits

• Annual gross salary starting from 140,000 RON.
• Flexible working hours.
• Hybrid work.
• Health and wellbeing programs.
• Meal allowance of 35 RON per day (meal tickets).
• Team events and company initiatives.
• Extensive training.
• Internal development opportunities.