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Gis Machine Learning Jobs in Virginia (NOW HIRING)

Esri

GIS Solution Engineer - Defense

Vienna, VA

Experience incorporating real-time information streams with existing GIS data and IT infrastructure * Basic understanding of artificial intelligence/machine learning concepts * Programming and ...

Esri

GIS Solution Engineer - AEC

Vienna, VA

Experience incorporating real-time information streams with existing GIS data and IT infrastructure * Basic understanding of artificial intelligence/machine learning concepts * Programming and ...

Esri

GIS Solution Engineer - Defense

Vienna, VA · On-site

$79K - $130K/yr

Experience incorporating real-time information streams with existing GIS data and IT infrastructure * Basic understanding of artificial intelligence/machine learning concepts * Programming and ...

Esri

GIS Solution Engineer - AEC

Vienna, VA · On-site

$79K - $130K/yr

Experience incorporating real-time information streams with existing GIS data and IT infrastructure * Basic understanding of artificial intelligence/machine learning concepts * Programming and ...

BAE Systems

INTEL ANALYST

Fort Belvoir, VA

ORDER OF BATTLE experience * Experience and proficiency using GIS or imagery viewing and ... Experience with Machine Learning training data creation, annotation, and review as well as ...

BAE Systems

INTEL ANALYST

Fort Belvoir, VA · On-site

ORDER OF BATTLE experience * Experience and proficiency using GIS or imagery viewing and ... Experience with Machine Learning training data creation, annotation, and review as well as ...

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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 Virginia? For Gis Machine Learning jobs in Virginia, the most frequently searched job titles are:
What job categories do people searching Gis Machine Learning jobs in Virginia look for? The top searched job categories for Gis Machine Learning jobs in Virginia are:
What cities in Virginia are hiring for Gis Machine Learning jobs? Cities in Virginia with the most Gis Machine Learning job openings:
Gis Machine Learning jobs near you
GIS Solution Engineer - Defense

GIS Solution Engineer - Defense

Esri

Vienna, VA

Other

Posted 22 days ago

Job description

Overview

GIS Solution Engineers on our Defense team are highly technical, trusted advisors to customers across the National Government team. They inspire customers supporting mission-critical work pushing GIS to new heights. Not only do they create innovative solutions, they talk about solutions in ways that get others excited about the power of GIS technology.

Solution Engineers collaborate across Esri and advise customers on their most complex business challenges. Leveraging problem-solving and critical listening skills, they demonstrate the value of GIS finding unique patterns, trends, and understanding. Each day poses new challenges and new discoveries with ArcGIS. At Esri, your ideas and curiosity are celebrated, and a growth mindset isn't just encouraged - it's the standard.

Responsibilities

  • Build relationships. Present, demonstrate, and support selling Esri software and solutions as part of the account team. Support your team as you help plan and execute sales strategies.
  • Be an expert. Become a subject matter expert of Defense as well as a technical expert of ArcGIS. Speak confidently with customers about Esri technologies and thoroughly communicate the Esri message. Be a visionary for your customers anticipating their needs and the technology trends that may impact them.
  • Solve problems. Proactively craft and propose solutions that clarify how GIS brings business value to our customers by addressing the critical challenges they face. Define and deliver strategies to customers that align Esri technology with their business.
  • Tell our story. Present technical demonstrations of proposed solutions to customers. Successfully design presentations for technical and non-technical customers. Provide best practices related to the use, deployment, and administration of Esri technology. Present at conferences and trade shows.

Requirements

  • 2+ years of experience with Esri technology creating maps, performing spatial analysis, and configuring web applications
  • 1+ years of experience in supporting the Defense space
  • Understanding of ArcGIS from an IT context (such as hardware, storage, security, networking, web services, virtualization, cloud computing)
  • Experience in technical consulting and conceptual solution design as well as an understanding of sales and business development processes
  • Experience with geodatabases and underlying DBMS technology
  • Knowledge of cloud computing concepts and environments (Microsoft Azure or AWS)
  • Remarkable presentation, interpersonal, and listening skills
  • Ability to travel domestically or internationally 25-50%
  • Bachelor's degree in geography, computer science, or a related field
  • Applicants must be a US Citizen, undergo a background investigation, and obtain/maintain security clearance eligibility requirements for a Secret, Top Secret (TS), TS/SCI, or TS/SCI with polygraph

Recommended Qualifications

  • Ability to troubleshoot client issues related to Esri application deployment and system architecture
  • Experience integrating software solutions with other business systems including data warehousing, BI, CRM, ERP, and analytics platforms
  • Experience incorporating real-time information streams with existing GIS data and IT infrastructure
  • Basic understanding of artificial intelligence/machine learning concepts
  • Programming and scripting experience with languages such as Python and JavaScript
  • Master's degree in geography, computer science, or a related field

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About ESRI

Sourced by ZipRecruiter

Our passion for improving quality of life through geography is at the heart of everything we do. Esri's geographic information system (GIS) technology inspires and enables governments, universities, and businesses worldwide to save money, lives, and our environment through a deeper understanding of the changing world around them.

Industry

Scientific research and development services

Company size

1,001 - 5,000 Employees

Headquarters location

Redlands, CA, US

Year founded

1969

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