3D Reconstruction Scientist at Array Labs

Palo Alto, California, United States

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Not SpecifiedCompensation

Mid-level (3 to 4 years), Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

Aerospace, TechnologyIndustries

Requirements

Bachelor's degree in Computer Science, Electrical Engineering, or a related field
4+ years of experience in 3D image reconstruction, 3D computer vision, multi-view geometry, or a related field
Excellent teamwork and communication skills
Learns new concepts rapidly, completely, and in a self-directed manner
High levels of self-motivation and personal accountability
Ability to work in a fast-paced environment under significant time constraints
Proficient in Python, MATLAB, or C/C++
U.S. citizen, lawful permanent resident of the U.S., protected individual as defined by 8 U.S.C. 1324b(a)(3), or eligible to obtain the required authorizations from the U.S. Department of State (ITAR requirements)

Responsibilities

Research, design, and implement tomographic algorithms for 3D image reconstruction utilizing complex phase-history data from radar sensors
Develop autofocus techniques to sharpen images affected by inaccurate position knowledge of the sensor platform, and/or phase inaccuracies caused by various hardware imperfections in our distributed sensor system
Develop efficient data preprocessing and calibration techniques to enhance the quality and accuracy of 3D reconstructions
Optimize algorithms for near real-time production of 3D imagery in our cloud-based production pipeline
Collaborate with cross-functional teams to integrate 3D image reconstruction solutions into our products and services
Conduct thorough testing, validation, and performance evaluation of 3D image reconstruction algorithms to ensure they meet end-user expectations

Skills

Python

MATLAB

C/C++

3D Image Reconstruction

Tomographic Algorithms

Autofocus Techniques

Radar Sensors

Computer Vision

Multi-view Geometry

Data Preprocessing

Calibration Techniques

Algorithm Optimization

Array Labs

Provides high-resolution 3D geospatial imagery

About Array Labs

Array Labs specializes in creating high-quality 3D imagery using a network of small satellites called radar cubesats. These satellites work together to capture images of the same area from different angles, resulting in 3D images that are significantly more detailed than other options available. The company serves various clients, including government agencies and urban planners, who need accurate imagery for tasks like mapping and disaster response. Array Labs operates on a subscription model, allowing clients to access its continuously updated imagery data. Additionally, they offer a pilot program for early access customers to help refine their product based on user feedback. Their unique satellite system enables them to capture large areas quickly, providing timely data regardless of weather or terrain conditions. The goal of Array Labs is to enhance the geospatial imaging industry by offering cost-effective and precise 3D imagery solutions.

Thousand Oaks, CaliforniaHeadquarters

2019Year Founded

$5.4MTotal Funding

SEEDCompany Stage

Data & Analytics, Government & Public Sector, Enterprise SoftwareIndustries

11-50Employees

Benefits

Stock Options

Company Equity

Flexible Work Hours

Professional Development Budget

Risks

Increased competition from companies like Maxar Technologies challenges Array Labs' market position.

Regulatory changes in satellite deployment and data privacy could impact operations.

Open-source geospatial data platforms may attract potential customers away from Array Labs.

Differentiation

Array Labs uses radar cubesats for high-resolution 3D imagery, unlike competitors.

Their imagery is 10 times more detailed than existing alternatives, at lower costs.

The company offers a unique early access pilot program for customer collaboration.

Upsides

Growing demand for real-time geospatial data benefits Array Labs' rapid imaging capabilities.

Smart city initiatives globally require detailed 3D mapping, boosting Array Labs' market.

Advancements in AI enhance 3D imagery analysis, providing Array Labs a competitive edge.

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