Your Job
DarkVision is seeking a Data Engineer to join our Imaging & AI team. You will ensure the accuracy and reliability of our reporting pipelines by owning pipeline validation, data transformation logic and rapid development of new reporting deliverables. You will be the bridge between our expert data analysts, machine learning models, and the actionable insights delivered to our clients.
DarkVision's ultrasound imaging system collects large datasets in terabytes, capturing sub-millimetric defects across assets spanning hundreds of kilometers. Interpreting this data requires more than just black-box models; it requires rigorous statistical verification. You will focus on developing the analysis and reporting pipelines that enable the intuitive results our clients need.
This role is on-site at our North Vancouver, BC HQ, where employees enjoy a wide array of amenities including a fully equipped gym, squash court, steam room, climbing wall, and more!
Our Team
Working in the Imaging & AI team, you will join a multidisciplinary group of scientists and engineers. This team is responsible for early-stage ideation, research, experimentation, and development. You will collaborate closely with scientists and engineers within the team, as well as with product managers and data analysts, to bridge the gap between our clients' dreams and the raw data they acquire.
What You Will Do
- Data Pipeline Development: Build and optimize pipelines that power reporting and visualization deliverables. You will proactively identify bottlenecks, data quality issues, or gaps in pipeline coverage to support the rapid development of new reporting deliverables.
- Pipeline Validation and Report Integrity: Design and implement rigorous testing and validation processes for rendering and reporting pipelines. You will build automated quality checks to ensure reports are accurate, consistent, and delivered reliably to stakeholders.
- Information Visualization: Create compelling 3D visualizations and automated reports that translate complex acoustic data into clear, client-facing insights for VPs and C-suite executives.
Who You Are (Basic Qualifications)
- Bachelor's or master's degree in Computer Science, Mathematics, or a related technical field.
- Experience writing production code in a team environment.
- Proficiency in Python for data manipulation and analysis.
- Experience with data visualization tools and techniques.
What Will Put You Ahead
- Strong communication skills to present complex technical problems to senior non-technical audiences.
- Experience building and deploying data pipelines to cloud environments, preferably using AWS infrastructure.
- Experience analyzing high-dimensional, unstructured data (images, signals, or acoustic waveforms).
- Experience processing data for 3D visualization in various formats (point clouds, meshes, volumes).
General Salary Range
For this role, we anticipate paying $70,000 to $110,000 per year. This role is eligible for variable pay, issued as a monetary bonus or in another form.
At Koch companies, we are entrepreneurs. This means we openly challenge the status quo, find new ways to create value and get rewarded for our individual contributions. Any compensation range provided for a role is an estimate determined by available market data. The actual amount may be higher or lower than the range provided considering each candidate's knowledge, skills, abilities, and geographic location. If you have questions, please speak to your recruiter about the flexibility and detail of our compensation philosophy.
Who We Are
DarkVision Technologies Inc. is a Canada-based tech company that has been disrupting the industrial imaging market since 2013. We have created the world's most advanced acoustic-based imaging platform. We are packaging it into multiple new product lines, revolutionizing how our clients quantify and visualize the integrity of their critical assets.
Backed by Koch Inc., one of the world's largest privately held companies, DarkVision's team of Mechanical, Skunkworks, Electrical, Software, and Machine Learning Engineers is rapidly expanding to meet the demand for the company's current and upcoming products.
We allow employees to work on cutting-edge technologies that blend science with real-world applications. We invite you to join our team for the exciting journey ahead as we become the global leader in industrial imaging.
At Koch, employees are empowered to do what they do best to make life better. Learn how our business philosophy helps employees unleash their potential while creating value for themselves and the company.
Additionally, everyone has individual work and personal needs. We seek to enable the best work environment that helps you and the business work together to produce superior results.
How to Apply
If you have the above qualifications, we would like to hear from you. We thank all applicants in advance, but please be advised that only those selected for an interview will be contacted.
We are an equal opportunity employer. If you require accommodation or assistance at any time during the application or selection processes, please submit a request by following the directions located in the FAQ section at the bottom of the kochcareers.com webpage.
Successful candidates will be required to complete a criminal background check.
Keywords: Data Engineer, Statistics, Python, SQL, Signal Processing, Visualization, Automation, Reports, Image Processing.
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