We are looking for savvy Data and Automation Engineer to join our growing AR/VR research team. As Data Engineer you will support our computer vision and deep learning algorithm researchers on data initiatives, data preparation, automation of the data pre-processing, models training and benchmarking tools.
Roles and Responsibilities:
? Assemble large, complex visual and inertial data sets that meet functional / non-functional business requirements.
? Evaluate, select and run data pre-processing tools like 3D point cloud and mesh tools
? Automate data pre-processing tasks
? Automate computer vision and deep learning training tasks
? Automate Computer vision and Deep Learning benchmarks
? Create tool-chains for analytics and algorithm research team members that assist them in building and optimizing our results.
? Work with computer vision and deep learning researchers to strive for greater functionality in our data and model life cycle management systems.
Requirements:
? 3-5 years experience using the following software/tools:
? Experience with object-oriented/object function scripting languages: Python, C++.
? Computer vision libraries like OpenCV
? Deep Learning engines like PyTorch and TensorFlow
? Experience with CI/CD (Jenkins)
? Experience working with Linux environments
? Experience working with source control (Git – advantage)
? Experience with ? AWS, GCP or Azure
? Experience with Docker
? BS degree in Computer Science.
? Excellent Communication Skills
Nice to Have:
? Experience with point cloud based localization
? Experience with GPS
? Knowledge of SLAM
? Geospatial – Familiarity with geospatial datasets and services, such as maps, geo-localization, points of interest data, mobile device location and GPS traces