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Insight Global
Insight Global

Computer Vision Engineer

Location

Remote restrictions apply
See all remote locations

Salary Estimate

N/AIconOpenNewWindows

Seniority

N/A

Tech stacks

Python
Automation
C++
+18

Contract role
11 days ago
Apply now

Remote

6 Month Contract + High Chance of Extensions

Insight Global is looking for a Data Scientist for one of our top clients. This is a 6 month contract, with a high likelihood of extensions. A successful candidate will play a key role in the development and deployment of AI/ML-driven solutions for operational technology (OT) and information technology (IT) systems, with a focus on enhancing automation, predictive analytics, and digital transformation initiatives

REQUIRED SKILLS AND EXPERIENCE

• Proficiency in the development of high-throughput intelligent visual analytics systems, including:

o Training & Implementation of state-of-the-art machine-learning models including detection of anomalies and extraction of features within monitored industrial processes (e.g. Belt conveyors, continuous miners, loadout equipment)

o Development of low-latency frame-decoding, processing, and ML inference utilizing highly efficient on-GPU pipelines (gstreamer, deepstream)

o Ability to identify, communicate, and correct CV system inefficiencies using trace tools such as Nvidia Nsight.

o Expertise with a broad array of CV & ML toolsets including Pytorch, accelerated OpenCV, CUDA, Gstreamer, Deepstream and supporting libraries such as CuPy.

• Deep technical proficiency with Python, the Unix OS ecosystem, containerization, virtualization, and familiarity with C++ and memory management:

o Expertise in Python concurrency, efficient use of threading and subprocesses, and an understanding of the GIL and it’s limitations.

o Expertise developing in a Unix OS environment, comfortability working primarily with CLI tools, bootstrapping and maintaining software environments, compilation of open source software from source, Unix system automation, building and managing containers, etc.

o Understanding of C++ and low-level concepts such as memory management, efficient use of system IO (especially CPU & GPU synchronization), understanding of OS level process management, scheduling, concurrency, etc.

About Insight Global

👥1001-5000
📍Atlanta, Georgia, United States
🔗Website

Insight Global Service

Insight Global product / service
Insight Global product / service
Insight Global product / service
Insight Global product / service
Insight Global product / service

How does Insight Global work?

forms genuine relationships with our consultants and clients, building a deep understanding of their needs so that we can find the best match

Company culture

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