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Gis Machine Learning Jobs in Washington (NOW HIRING)

BAE Systems

Imagery Anst Sr

Sterling, VA · On-site

$95K - $161K/yr

Experience with Machine Learning training data creation, annotation, and review as well as ... Bachelors in GIS, Geography, or related major. * Experience with Python scripting and geospatial ...

BAE Systems

Imagery Anst Sr

Falls Church, VA · On-site

$95K - $161K/yr

Experience with Machine Learning training data creation, annotation, and review as well as ... Bachelors in GIS, Geography, or related major. * Experience with Python scripting and geospatial ...

BAE Systems

Imagery Anst II

Falls Church, VA · On-site

$79K - $134K/yr

Experience with Machine Learning training data creation, annotation, and review as well as ... Bachelors in GIS, Geography, or related major. * Experience with Python scripting and geospatial ...

GRVTY

Geospatial Analyst - Mid

Falls Church, VA

... Machine Learning algorithm training and evaluation. The ideal candidate brings strong multi-INT ... Implement technical knowledge of GA tradecraft including GIS analyses such as: * Viewshed / Line of ...

Unissant

Data Scientist

Washington, DC · On-site

Responsibilities : • Develop and implement predictive modeling and machine learning solutions to ... SQL, AI, Tableau, GIS, Python, QLIK, Databricks; support FOIA and litigation data pulls from ERO ...

GRVTY

Geospatial Analyst - Mid

Falls Church, VA · On-site

... Machine Learning algorithm training and evaluation. The role involves leveraging multi-INT data ... GIS analyses such as: • Viewshed / Line of Sight (LOS) • Mobility and Order of Battle • ...

THOMSON REUTERS

Data Scientist

Mclean, VA

... GIS). * 3-5 years of experience in data processing, analysis, and machine learning development (education can substitute for some experience). * Proficiency in Python and experience working with ...

Geo Owl

Geospatial Analyst

Springfield, VA · On-site

Experience working with or developing machine learning algorithms for exploiting overhead imagery ... GIS Analysis ML Algorithms [Preferred] What Makes Someone Successful in This Role * You read ...

Geo Owl

Geospatial Analyst

Springfield, VA · On-site

... · MIDDLE Machine learning models need training data that reflects the real world -- and ... apply GIS analysis methods (viewshed/LOS, mobility, terrain, spatial statistics, geospatial ...

Geo Owl

Geospatial Analyst

Springfield, VA · On-site

... data curation and development for Machine Learning algorithm training and evaluation ... GIS analyses such as viewshed/LOS, Mobility, Order of Battle, Geospatial Synthesis, Geospatial ...

Esri

Product Engineer

Vienna, VA

Write data science and machine learning samples using ArcGIS and open-source ecosystem * Author ... Bachelor's degree, or foreign equivalent degree, in Computer science, Engineering, GIS, or a ...

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Gis Machine Learning information

What are GIS Machine Learning jobs?

GIS Machine Learning jobs involve applying machine learning techniques to geographic information systems (GIS) data to analyze spatial patterns, make predictions, and solve complex geospatial problems. Professionals in this field use algorithms and models to process location-based data, automate mapping tasks, and extract insights from satellite imagery or sensor data. These roles often require skills in programming, data analysis, and an understanding of both GIS principles and machine learning methodologies. GIS Machine Learning specialists can work in industries like urban planning, environmental monitoring, agriculture, and disaster management.

What are some common challenges faced when integrating machine learning models with GIS data, and how can they be addressed?

One common challenge in GIS machine learning roles is handling the complexity and diversity of spatial data, which often comes in various formats and resolutions. Ensuring data quality and alignment is crucial, as inconsistencies can negatively impact model performance. Another challenge is computational efficiency, since spatial datasets can be very large. Collaboration with data engineers and GIS analysts is often necessary to preprocess data effectively and optimize workflows. Staying updated with advancements in geospatial libraries and cloud-based solutions can help address these challenges.

What are the key skills and qualifications needed to thrive as a GIS Machine Learning Specialist, and why are they important?

To thrive as a GIS Machine Learning Specialist, you need expertise in geospatial analysis, machine learning algorithms, and a background in GIS-related fields, often supported by a relevant degree. Familiarity with tools like ArcGIS, QGIS, Python, R, and libraries such as scikit-learn and TensorFlow, as well as experience with spatial databases, is crucial. Strong problem-solving, critical thinking, and effective communication skills help translate complex data into actionable insights. These abilities enable professionals to develop innovative geospatial solutions and drive informed decision-making in diverse sectors.

What is the difference between Gis Machine Learning vs GIS Analyst?

AspectGis Machine LearningGIS Analyst
Required CredentialsBachelor's in GIS, Computer Science, or related; knowledge of machine learningBachelor's in Geography, GIS, or related; GIS certifications often preferred
Work EnvironmentData science teams, software development, research projectsUrban planning, environmental agencies, government offices
Employer & Industry UsageTech companies, research institutions, environmental firmsGovernment agencies, consulting firms, urban planning departments
Common Search & Comparison IntentUnderstanding technical skills and data modelingAnalyzing spatial data for projects and reports

Gis Machine Learning focuses on applying machine learning techniques to spatial data, often requiring programming and data science skills. In contrast, GIS Analysts primarily work with spatial data analysis, mapping, and reporting within various industries. While both roles involve GIS, Gis Machine Learning emphasizes advanced data modeling, whereas GIS Analysts focus on spatial data management and visualization.

What are popular job titles related to Gis Machine Learning jobs in Washington? For Gis Machine Learning jobs in Washington, the most frequently searched job titles are:
What job categories do people searching Gis Machine Learning jobs in Washington look for? The top searched job categories for Gis Machine Learning jobs in Washington are:
What cities in Washington are hiring for Gis Machine Learning jobs? Cities in Washington with the most Gis Machine Learning job openings:
Gis Machine Learning jobs near you
Imagery Anst Sr

Imagery Anst Sr

BAE Systems

Sterling, VA • On-site

$95K - $161K/yr

Full-time

Posted 17 hours ago

BAE Systems rating

8.5

Company rating: 8.5 out of 10

Based on 145 frontline employees who took The Breakroom Quiz

5th of 46 rated military and defense

Job description


BAE Systems is seeking a motivated, experienced Sr Imagery Analyst to join our team supporting the National Geospatial-Intelligence Agency (NGA). Candidates must demonstrate the ability to understand intelligence issues, military affairs, and use GIS skills and software to create, edit, and review geospatial intelligence and imagery products.
Responsibilities for this position include providing imagery and geospatial analysis services in the Machine Learning disciplines to facilitate the creation, review, and verification of training data for use in Artificial Intelligence platforms. Candidates must apply photointerpretation skills to available imagery, multi-INT, and other source data sources to properly identify, categorize, and annotate target objects. Candidates are expected to possess strong order of battle subject matter expertise. Additionally, candidates must possess experience training and conveying knowledge and experience to junior team members, as well as strong communication and collaboration skills.
Required Skills and Education
  • 8+ years of demonstrated imagery or geospatial analysis experience in the Intelligence Community at the national level, and/or military operational level, including GEOINT exploitation and reporting.
  • ORDER OF BATTLE experience
  • Experience and proficiency using GIS or imagery viewing and exploitation software such as SOCET GXP, ArcGIS, QGIS, RemoteView, ERDAS IMAGINE, ENVI, Google Earth.
  • Attended a certified imagery schoolhouse or the Geospatial Intelligence Training Program.
  • Experience with Machine Learning training data creation, annotation, and review as well as Structured Observation Management
  • Extensive order of battle knowledge including air, sea, and ground equipment and infrastructure.
  • Knowledge of the intelligence collection process.
  • Experience in targeting and precision point mensuration.
  • Demonstrated good oral and written communication skills.
  • Knowledge of common office software to include Adobe, MS Office 365 to support the building of slide presentations, spreadsheets, word processing.
  • Ability to work in a very dynamic and demanding work environment.
  • Ability to attain and maintain GPC-F and IA-II certifications.
  • Experience training and mentoring junior and upcoming team members.

About BAE Systems Intelligence & Security
BAE Systems, Inc. is the U.S. subsidiary of BAE Systems plc, an international defense, aerospace and security company which delivers a full range of products and services for air, land and naval forces, as well as advanced electronics, security, information technology solutions and customer support services. Improving the future and protecting lives is an ambitious mission, but it's what we do at BAE Systems. Working here means using your passion and ingenuity where it counts - defending national security with breakthrough technology, superior products, and intelligence solutions. As you develop the latest technology and defend national security, you will continually hone your skills on a team-making a big impact on a global scale. At BAE Systems, you'll find a rewarding career that truly makes a difference.
Intelligence & Security (I&S), based in McLean, Virginia, designs and delivers advanced defense, intelligence, and security solutions that support the important missions of our customers. Our pride and dedication shows in everything we do-from intelligence analysis, cyber operations and IT expertise to systems development, systems integration, and operations and maintenance services. Knowing that our work enables the U.S. military and government to recognize, manage and defeat threats inspires us to push ourselves and our technologies to new levels.
This position will be posted for at least 5 calendar days. The posting will remain active until the position is filled, or a qualified pool of candidates is identified.
Preferred Skills and Education
  • Working with multi-int information and data.
  • Experience with multi-modal imagery exploitation.
  • Experience using ESRI ArcPro and extensions for analytical support.
  • Experience using, creating, updating, and maintaining geodatabases.
  • Bachelors in GIS, Geography, or related major.
  • Experience with Python scripting and geospatial modeling.

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