Senior ML developer (with 3D graphics), Saint Petersburg
The goal is to develop of new sophisticated algorithms using deep learning techniques to improve quality of physically-based and real-time rendering and build and integrate them to existing and new software products.
Prototype ML pipelines, frameworks etc.
Integrate ML models.
MustMS or PhD + 5+ years of experience in Computer Science or related technical field.
Strong mathematical background (ability to read and understand recent research papers).
Experience in machine learning and DNN
Solid knowledge of algorithms and data structures
Advanced C/C++ skills
Advanced Python skills
Experience in mathematical and ML frameworks (TensorFlow, PyTorch, Numpy, etc)
Experience in SW engineering process: version control (Git), bug tracking, code review
English knowledge (upper-intermediate)
Nice to haveExperience in image processing and computer vision
Experience in Scala
Experience in BigData technologies (ETL pipeline, Apache Spark, Kafka)
Experience in distributed systems develpoment
- English: Intermediate