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Job Description Senior Computer Vision & Spatial Geometry Engineer Location: New Yori, NY / Remote Duration: Full Time Role Overview We are building an automated system that converts scanned architectural floor plans (PDFs)—including NYC as-built condominium filings—into structured, coordinate-based spatial data suitable for 3D modeling and GIS workflows. This role focuses on reconstructing accurate geometry from raster scans, not extracting existing vectors and not training end-to-end black-box models. The core challenge is turning noisy, skewed, real-world blueprint scans into watertight room polygons with real-world coordinates. We are looking for a senior engineer who is strong in classical computer vision, computational geometry, and raster-to-vector reconstruction, and who enjoys solving hard, practical problems with deterministic and explainable systems. Key Responsibilities Geometry & Vision Pipeline • Design and implement a raster-to-geometry pipeline for scanned architectural PDFs, • Build robust preprocessing tools for:, • deskewing, • binarization, • noise reduction, • normalization of low-quality scans, • Isolate architectural linework (walls, boundaries) from:, • text, • dimensions, • symbols, • stamps and annotations, • Handle door gaps and broken boundaries to ensure enclosed, “watertight” regions, • Extract enclosed regions (rooms, corridors) using connected components and topology analysis, • Convert raster regions into clean polygon geometry, • contour extraction, • polygon simplification, • vertex snapping, • consistent winding and validity checks Spatial Accuracy & Scaling • Develop deterministic methods to convert pixel geometry into real-world X/Y coordinates, • Calibrate scale using:, • architectural dimension annotations, • scale notes when available, • Validate geometry numerically:, • closed polygons, • area consistency, • tolerance-based error detection Text & Semantic Integration • Integrate OCR outputs to:, • associate room labels with polygons, • parse dimension strings (feet/inches, metric), • extract height or ceiling notes, • Map semantic text to spatial geometry using proximity and containment logic Output & Integration • Produce structured JSON outputs aligned with downstream 3D/GIS systems, • Ensure outputs are explainable, debuggable, and consistent across floors and documents, • Build internal visualization/debugging tools (overlays, masks, polygon previews) What This Role Is Not • Not prompt engineering, • Not LLM application development, • Not training large end-to-end neural networks Required Technical Skills • 5+ years of experience in computer vision, image processing, or computational geometry, • Strong command of classical CV techniques, including:, • thresholding and morphology (dilate/erode/open/close), • edge and line detection (e.g., Hough transforms), • connected components and region analysis, • contour tracing and polygon simplification (e.g., Douglas–Peucker), • Solid understanding of planar geometry and numerical robustness, • Experience converting raster data into vector or polygon representations, • Strong Python skills (NumPy, OpenCV, scikit-image, etc.), • Comfortable debugging visually and iterating on messy real-world data Strongly Preferred • Experience with architectural drawings, floor plans, CAD, BIM, GIS, or maps, • Familiarity with OCR systems and bounding-box–based text extraction, • Experience parsing architectural dimensions (feet/inches or metric), • Experience validating polygon geometry (self-intersection, closure, area), • Prior work on document image analysis or technical drawings Nice to Have • Experience using pretrained segmentation models to supplement classical CV, • Exposure to GIS or BIM formats (GeoJSON, IFC, IMDF), • Knowledge of NYC as-built or Department of Buildings / Finance document conventions, • Experience building internal QA or visualization tools, • Familiarity with downstream 3D geometry pipelines

Experience using GIS apps and understanding relationships in GIS. Open to interviewing candidates that are recent college graduates with experience using GIS in school/internships. GIS Mapper Secaucus, NJ 24 months Pay Rate: $31/hr, W2 Duration: 24 Month Contract Location: Secaucus, NJ Below is a br

GIS Mapper for a long term contract assignment. Maintain the GIS connected model with information from sources including, but not limited to, work management systems, as-built construction drawings, work orders, completion records, field reports or other information from the job sponsor. Perform GIS

Develop understanding of eGIS project. Position: GIS Analyst (Job Id: 26-01138). The electric eGIS team has undertaken a project to replace the legacy mapping systems with ArcFM, Schneiders mapping platform.

Update, edit, and maintain geospatial data within GIS systems Maintain the GIS model for electric utility systems (electric only, not gas) Process work orders and update GIS records accordingly Perform data analysis and create custom maps, reports, and visual outputs Generate standard prints and ad-

Global Investment Strategy (GIS) is a unit of the Chief Investment Office (CIO) organization that is responsible for the management of the $400 billion General Account, which includes the domestic and international insurance investment portfolios of Prudential Financial Inc and affiliates. The GIS t

A leading consulting firm is seeking an experienced GIS IT Architect in New York, NY, to lead the modernization and integration of enterprise GIS platforms for utility operations. The ideal candidate has over 10 years of experience in GIS architecture, strong ESRI expertise, and proficiency in geoco

Update, edit, and maintain geospatial data within GIS systems Maintain the GIS model for electric utility systems (electric only, not gas) Process work orders and update GIS records accordingly Perform data analysis and create custom maps, reports, and visual outputs Generate standard prints and ad-

This role will work closely with the Senior Project Manager to ensure logistics, vendors, schedules, and on-site operations are executed smoothly and to the highest standard. Assist with venue coordination, vendor bookings, scheduling, sourcing, and managing logistical needs leading up to and during

Project Data & Operations Coordinator.BLDG was founded in 2011 to further LSS Architecture’s dedication to design, craft, collaboration, and desire to find the best ways to create great architecture.BLDG is more than just a construction management company.We integrate with design teams early in de

Job Title: Finance Business Analyst Location: Jersey City, NJ | Pay: 564.Team Overview: The Finance Americas COO department ensures that appropriate solutions are put in place for the Finance (accounting) and Tax organization to meet their business objectives.The team acts as the bridge for the Fina

Administrative Project Coordinator.Join one of the most prestigious law firms in the world.This firm has an incredible culture of teamwork and growth opportunity.Coordinate and manage administrative projects to ensure timely and accurate completion.Provide support to the Secretarial & Business Suppo

Brand New is looking for a Project Manager to own the day to day across programs within our client portfolio.You'll sit at the intersection of creative ambition and operational reality, keeping projects on time, on budget, and on brand.From talent-led, cultural tentpoles to immersive brand experienc

A leading global investment firm is expanding its sector-focused data science capability, embedding data more deeply into the investment research process.This team partners directly with investors to generate differentiated insights by applying rigorous analytics to large, complex, and often unstruc

Property & Casualty (P&C) Insurance.The ideal candidate will bring hands-on expertise in SQL, data mapping, and business analysis, along with deep domain knowledge of policy and claims data.This role requires close collaboration with business stakeholders, SMEs, and technical teams to drive

Support temporary relocations, access logistics, and safety compliance.

Reporting to the Head of Research & Insights, the Senior Research Analyst is responsible for supporting Media Sales and Ad Sale Marketing with compelling data-driven insights to drive sales and position as a must-buy, and deliver marketplace intelligence for prospecting.The role consists of repo

The Research Project Coordinator provides support for ARF Councils and the Research Leadership Committee, while also assisting the Research team with research projects.ARF Councils are member-led and ARF-facilitated peer groups formed around broad industry topics.The role requires exceptional organi

A leading global trading firm is expanding its alternative data initiative and is seeking an experienced Data Scientist to help drive the next phase of signal discovery and deployment.Sitting at the intersection of quantitative research and live trading, you'll work with datasets that are large, mes

One of the top Hedge Funds is looking to hire a Data Analyst/Associate.Coverage includes Financials, Consumer, TMT, Healthcare, and Energy/Industrials.The opportunity to turn high-velocity, unstructured alternative data into sector-deep signals that inform investment decisions.Triangulate investor t

Trauma Registry Course Completion Required.

This is an excellent opportunity to gain industry experience in print production, logistics, and client coordination while contributing to high-profile retail campaigns in the beauty, fashion, and cosmetics space. Help manage timelines, production schedules, and shipping logistics to ensure timely d

Pm/Project Coordinator W/ Capital Markets And Azure.Role: PM/Project Coordinator w/ Capital Markets and Azure.Location: Hybrid in Midtown NYC (NY/NJ candidates only).Candidate Must Have's on a resume and for submitt.

ADVANCED EXCEL SKILLS ARE A MUST This is an entry-level position responsible for supporting executive management, including preparing financial analysis, drafting term sheets, reviewing financials and contracts, preparing and maintaining documentation, contributing to project planning, and monitorin

Experience In Tech Or High-growth Startups.Marketing or marketing-adjacent background.Experience supporting B2C audiences.East Coast-based for timezone alignment.

Contribute to provide business information to Japanese companies who aim to expand their businesses in the U.Finding buyers, building networks, and arranging business meetings in the design, daily necessities, apparel, and fashion fields.Operations related to business (seminars, exhibitions, busines

Be the operational backbone of large-scale remediation and recovery projects.At SERVPRO, we manage complex disaster recovery operations that demand precision, speed, and problem-solvingand we need someone who understands the realities of field work.As a Project Coordinator, you'll translate technica

How You Move Is Why We're Here.Get back to what you need and love to do.Now more than ever, our guiding principles are helping us in our search for exceptional talent - candidates who align with our unique workplace culture and who want to maximize the abundant opportunities for growth and success.I

Program Manager/Shopping Experience/Ecommerce Midtown New York City, Ny.Onsite Once In A Quarter 12+ Months Web Cam Interview Program Manager With Experience Leading Enterprise Retail/Ecommerce Online Shopping Experience Projects.Candidates Need To Be Coming Out Of Large Retail Enterprises And Have

Vice President, General Manager - Development Program.The Vice President, General Manager - Development Program prepares the Assistant General Manager of Merchandising via a series of critical touchpoints and milestones that provide insight into SFA culture, people, client experience and business ow

Staff Technical Program Manager, NPI.The Staff Technical Program Manager, NPI is responsible for leading the schedule and execution of new products programs in manufacturing to meet or exceed milestones as set forth by ZT.The Staff Technical Program Manager, NPI's scope of responsibility covers the

Project Coordinator/Banking - Hybrid/NYC - 6 Months+.Candidate Must Have's on a resume and for submittal:.Experience working as a Project Coordinator.Proficiency in PowerPoint, Visio, Outlook, Excel.Experience in banking, financial services or capital markets.Ability to manage multiple tasks.

The Senior Specialist leads special initiatives, small to mid-scale initiatives, and ad-hoc activities.This includes collaboration and coordination with internal business partners, contributors, and subject matter experts to ensure content is complete, accurate, and maximizes business opportunities.

In order to make an application, simply read through the following job description and make sure to attach relevant documents.Stake Property Group is a New York-based real estate investment and development firm specializing in multifamily and mixed-use properties.Founded by Michael Yakubov, the comp

Principal Associate, Data Scientist - Specialist Models.Data is at the center of everything we do.As a startup, we disrupted the credit card industry by individually personalizing every credit card offer using statistical modeling and the relational database, cutting edge technology in 1988! Fast-fo

Principal Data Scientist, AI Foundations.Data is at the center of everything we do.As a startup, we disrupted the credit card industry by individually personalizing every credit card offer using statistical modeling and the relational database, cutting edge technology in 1988! Fast-forward a few yea

Manage end-to-end logistics: scheduling, room setup, stakeholder coordination, and communications.