CV Data Scientist Dallas, TX (Hybrid) -Only Permanent Residents

Overview

On Site
$50 - $60
Contract - W2

Skills

ARM
Algorithms
Computer Vision
Deep Learning
Machine Learning (ML)
PyTorch
TensorFlow
Software Development

Job Details

Job Title: CV Data Scientist Dallas, TX (Hybrid)

Location: Dallas area (Hybrid)

Reports to: Project Lead

Job Summary

We are seeking an experienced and innovative CV Data Scientist with a passion for building Efficient CV solutions to spearhead the design, development. As a subject matter expert, you will own the technical architecture and provide hands-on leadership to a team of skilled engineers. The ideal candidate is a passionate problem-solver, solve the complex problems, driving the technical vision and execution for critical projects that enhance efficiency, visibility, and automation for our clients.

Computer Vision modeler who will develop real-time computer vision models like

  1. Python, Pytorch, tensorflow
  2. CV/ML model development
  3. Object recognition/Detection
  4. NVIDIA technologies
  5. MLOps

Job Description:

  • Should have the hands on experience to train computer vision and deep learning models to solve computer vision use cases.
  • Should be able to create and optimize algorithms for image and video analysis, for tasks such as object detection, image recognition, segmentation and video analytics.
  • Should have expertise on different object tracking algorithms and track multi objects in multi cameras.
  • Should be able to articulate camera calibration and region of interest extraction.
  • Should have experience working on a large-scale implementation with 100+ stream in real time
  • Fine-tune deep learning models like CNNs, vision transformers using frameworks such as Tensorflow, PyTorch, onnx etc.
  • Should have used NVIDIA frameworks preferably like Nmodels, TAO toolkit, metropolis Deep stream, triton server, and triton server to create inferencing pipeline and its deployment.
  • Should have knowledge of optimizing inferencing pipelines to work on edge
  • Should be able to perform necessary pre and post processing to optimize the computer vision models and evaluate it.
  • Should have experience working on action recognition with temporal analysis
  • Should have knowledge on pruning the model for deploying on edge/ARM devices
  • Collaborate with Business and IT teams

Experience: Minimum of 8+ years in software development, with at least 5 years of direct, hands-on experience in designing and implementing Computer Vision solutions.

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