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Gis Machine Learning Jobs in Nebraska (NOW HIRING)

Gis Machine Learning information

What is a GIS Machine Learning job?

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 common challenges 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 Nebraska? For Gis Machine Learning jobs in Nebraska, the most frequently searched job titles are:
What job categories do people searching Gis Machine Learning jobs in Nebraska look for? The top searched job categories for Gis Machine Learning jobs in Nebraska are:

Full-time

Posted 14 days ago


McCarthy Building Companies rating

7.8

Company rating: 7.8 out of 10

Based on 26 frontline employees who took The Breakroom Quiz


Job description

POSITION SUMMARY

The Geomatics Field Engineer is responsible for the execution of all field survey related activities on assigned projects including but not limited to establishing and maintaining project control, topographic data collection, construction layout (staking), as-built documentation, equipment calibration, machine control calibrations & tech support, GIS, utility locating, and drone flight planning & operations. In addition to traditional survey means and methods the Geomatics Field Engineer will be responsible for all flight operations and necessary means of aerial data collection. The Geomatics Field Engineer will report to the jobsite for the projects they are assigned and integrate with the operational management of the project with a focus on cost and schedule enhancement, Quality, adherence to design intent and collaboration with the design team. The Geomatics Field Engineer will directly report to and take direction from their respective Geomatics Manager from whom they will receive operational support, direction on means and methods, and learning and career development.  The Geomatics Field Engineer is responsible for ensuring the accuracy and quality of surveyed data and laid out or constructed components and instrumental to overall success of the projects they support.


RESPONSIBILITIES

Safety & Quality

  • Ensure adherence to all safety best practices and McCarthy’s Safety Guidelines
  • Adhere to all QA/QC processes and procedures to ensure the accuracy and quality of all deliverables and services provided.

Operations

  • Utilize GNSS Equipment and survey best practices to provide Data Collection, Layout, As-Built and Machine Control Calibration support for all assigned projects
  • Perform site calibration and maintain project control network
  • Work with Pile Operators and Supervisors to provide technical support and ensure proper calibration of all pile driving equipment
  • Coordinate with Operations and Design teams to ensure adherence to design intent
  • Provide Survey Data collection to support the design team with critical site topographic and planimetric survey data using traditional and aerial survey means
  • Document Existing and As-Built site conditions to support grading optimization and development of Pile Design.
  • Pilot unmanned aerial vehicles (UAV) equipped with LiDAR, photogrammetry, IR, and multispectral sensors in support of project deliverables
  • Utilize utility locate equipment to mark out underground utilities and support the utility avoidance program
  • Maintain Civil base files and ensure site layout and machine control files align with design documents
  • Maintain Electrical AsBuilt CAD files and mark out utilities in response to Dig Tickets per our Critical Work Environment policy.
  • Support the GIS program with quality survey data and as an onsite subject matter expert
  • Participation in regularly scheduled Project and Design team meetings throughout the project lifecycle to support design development and construction operations
  • Support the overall site-specific quality program with accurately surveyed data
  • Work with Geospatial management and leadership staff to continuously improve project workflows and field procedures
  • Participation in technical training and development opportunities


QUALIFICATIONS

  • 2+ Years of Geodetic Survey experience utilizing GNSS equipment.
  • Experienced remote pilot in possession of FAA part 107 Certificate 
  • Experienced in Autodesk Civil 3D and Trimble Business Center (Preferred)  
  • Strong ability to Communicate and Integrate with Project Teams 
  • Developmentally minded and focused on continuous improvement 
  • Knowledgeable in aspects of Design and Construction 


McCarthy is proud to be an equal opportunity employer, including disability and protected veteran status.
NOTICE TO EXTERNAL SEARCH FIRMS: McCarthy’s Talent Acquisition Team is the only authorized representative permitted to engage with external search firms, staffing agencies, or other third-party recruiting partners. McCarthy maintains an Approved Agency List for recruiting partners, which is reviewed and updated annually.
McCarthy will only consider submissions from agencies with a signed fee agreement in place for the current year. McCarthy does not accept unsolicited resumes, candidate submissions, or referrals from agencies that do not meet these requirements.
If a candidate is submitted without an active agreement, McCarthy will have no obligation to pay any fees and reserves the right to contact, engage, interview, or hire such candidate(s) without any financial or other responsibility to the submitting agency. Unsolicited resumes, including those sent directly to hiring managers or other employees, will be considered the property of McCarthy.


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Benefits

Hours and flexibility

Workplace

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About McCarthy Building

Sourced by ZipRecruiter

McCarthy Building, headquartered in Saint Louis, MO, US, is a leading construction company primarily offering general contracting, design-build and construction management services throughout the United States. Its prominent industry presence can be explored in detail on its official website, mccarthy.com. Founded in 1864, the company has built a robust legacy marked by significant contributions to the U.S. construction industry. McCarthy Building engages a broad range of sectors, including healthcare, education, commercial, renewable energy, and advanced technology.

Industry

Construction

Company size

1,001 - 5,000 Employees

Headquarters location

Saint Louis, MO, US

Year founded

1864

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