DarkVision Tech Stack

Ultrasonic imaging platform for industrial asset inspection and integrity analysis

Information Services North Vancouver, British Columbia 201–500 employees Founded 2013 Privately Held

DarkVision builds acoustic-based imaging hardware and software for detecting defects in critical industrial infrastructure. The tech stack reveals a production-grade ML ops backbone—PyTorch, JAX, SageMaker, Kubeflow, Prefect, DVC—paired with low-level embedded systems work (CUDA, C++, Embedded Linux), suggesting they're shipping both real-time sensor processing and cloud-based analytics. Active hiring skews heavily toward engineering and data (21 of 26 roles), while pain points cluster around manual workflows and dataset handling, indicating they're automating inspection pipelines at scale.

Tech Stack 29 technologies

Core StackPython SolidWorks MATLAB C++ AWS Linux Kubernetes Prefect SageMaker AWS Lambda Docker Apache Airflow Kubeflow Terraform Ansible Weights & Biases MLflow PyTorch Inventor Fusion 360 Creo CUDA Windows Fusion Embedded Linux Batch DVC JAX SQL

What DarkVision Is Building

◆Challenges

Manual processing inefficiencies
Improving quality assurance processes
Automating analysis workflows
Balancing coverage with speed
Improving product reliability
Reducing unnecessary bureaucracy
Balancing reliability with speed
Reducing inspection time
Turning massive datasets into insights
Removing roadblocks or inefficiencies

▲Active Projects

Process definition and training for ili data analysis team
Subject matter expert pipeline nde/ndt integrity inspection
Pressure vessel design for ultrasonic imaging devices
Ultrasonic imaging technology development
Process automation and client reporting
Integrate testing into ci/cd pipelines
Develop analysis dashboards for kpi tracking
Continuous improvement of test processes
Define and evolve qa strategy
Desktop visualization application

Hiring Activity

Steady25 roles · 10 in 30d

Department

Engineering

Data

Manufacturing

Design

Ops

Sales

Seniority

Mid

Junior

Manager

Senior

Lead

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About DarkVision

DarkVision designs and manufactures ultrasonic imaging systems for inspecting tubular and pressure vessel infrastructure, serving industries where asset failure carries high safety or financial cost. The company owns the full stack: sensor arrays, high-speed electronics, imaging algorithms, and cloud analytics. Founded in 2013 and based in North Vancouver, DarkVision operates across Canada and the United States with approximately 201–500 employees. Their platform captures ultrasound datasets at industrial scale and converts them into actionable integrity assessments through ML-driven visualization and reporting tools.

HeadquartersNorth Vancouver, British Columbia

Company Size201–500 employees

Founded2013

Hiring MarketsCanada, United States

Frequently Asked Questions

What does DarkVision's technology do?

DarkVision develops acoustic-based imaging systems for inspecting critical industrial assets like pipelines and pressure vessels. The platform captures ultrasound data, processes it with ML analytics, and generates visual reports on structural integrity.

What tech stack does DarkVision use?

Core languages: Python, C++, CUDA. ML frameworks: PyTorch, JAX. Infrastructure: AWS (SageMaker, Lambda, Batch), Kubernetes, Docker. Orchestration: Prefect, Apache Airflow, Kubeflow. Design tools: SolidWorks, Fusion 360, Inventor, Creo. ML ops: Weights & Biases, DVC, MLflow.