Data Engineer

We are looking for a Data Engineer, with ML & CV orientation to join our Computer Vision and Artificial Intelligence group in Haifa

Main Responsibilities

Construct and Operate ETL Processes to extract images and other data sources, along with their metrics and metadata, index in organization data lake and provide them to system engineers

Build and Support pipelines to identify data and annotation inliers and outliers, data quality, and construct datasets for algorithm training and evaluation

Collaborate with machine learning researchers to test algorithms in computer vision and deep learning

Experiment, Fine-Tune and use foundation models to embed and extract information from images and signals



Bachelor's degree in Computer, Software or Data Engineering, or a related field

Master’s is a plus

Experience: 1-3 years of experience working with data engineering, with a focus on computer vision applications

Proficiency in Python, and familiarity with libraries such as PyTorch, OpenCV, Pandas and Numpy

Experience with handling large data quantities

Basic experience with GIT version control

Basic experience with REST and network APIs

Basic experience with Linux OS and Docker containers

Basic understanding of deep learning architectures like CNN, GAN, Transformer, etc