Senior Computer Vision & Deep Learning Engineer (Remote)

Svitla Systems; United States; Remote; USD 120,000 - 180,000; Full time

Benefits offered by this job

Remote work flexibility

Bonuses for talks and articles

Generous time off

Personalized learning programs

Tech webinars and meetups

Job summary

Svitla Systems is seeking a Senior Computer Vision and Deep Learning Engineer for a full-time role focused on OCR pipelines and document understanding. You will train and deploy models, debug geometry pipelines, and collaborate across remote teams on shared codebases and client projects spanning Europe and the US.

The ideal candidate has deep experience with PyTorch, OpenCV, and dataset curation, plus strong scripting and debugging skills. Remote work is flexible with potential office options.

Qualifications

• Strong programming skills in Python and libraries such as NumPy and OpenCV.
• Hands‑on experience training and deploying deep learning models in PyTorch.
• Solid background in scene text and document understanding including text detection, text recognition, sequence decoding and layout grouping.

Responsibilities

• Own and improve the OCR pipeline end to end.
• Diagnose failures on real customer images and identify root causes.
• Develop and optimize text detection, recognition, decoding, and layout components.
• Work with image geometry, feature matching, homographies, RANSAC, and perspective transforms.
• Build and curate datasets, run augmentations and fine‑tuning, and conduct controlled experiments.
• Benchmark changes against tracked baselines and document measurable improvements.
• Use PyTorch, OpenCV, NumPy, Hydra, Weights & Biases, GPUs, containers, and Git.
• Collaborate with the team on shared codebases and provide clear technical analysis.

Skills

Python

Deep learning

Tools

PyTorch

OpenCV

NumPy

Hydra

Weights & Biases

Git

GitHub

Docker

Containers

Job description

Svitla Systems is seeking a Senior Computer Vision and Deep Learning Engineer for a full-time role focused on OCR pipelines and document understanding. You will train and deploy models, debug geometry pipelines, and collaborate across remote teams on shared codebases and client projects spanning Europe and the US.

The ideal candidate has deep experience with PyTorch, OpenCV, and dataset curation, plus strong scripting and debugging skills. Remote work is flexible with potential office options.