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.