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Physics Informed Machine Learning Jobs in Kentucky

Pwc

Oracle Cloud Finance - Manager

Louisville, KY · On-site

$99K - $232K/yr

... Machine Learning and Analytics in conjunction with their ERP platform. You will bring a blend of ... Provides candid, meaningful feedback in a timely manner; and, Keeps leadership informed of progress ...

Rural King Supply

Recovery Associate

Elizabethtown, KY · On-site

Use general office equipment such as telephone, copy machine, fax machine, calculator, computer ... Actively participate in learning initiatives offered such as training programs, workshops, and ...

Rural King

Recovery Associate

Shelbyville, KY · On-site

Use general office equipment such as telephone, copy machine, fax machine, calculator, computer ... Actively participate in learning initiatives offered such as training programs, workshops, and ...

Rural King

Recovery Associate

Shelbyville, KY · On-site

Use general office equipment such as telephone, copy machine, fax machine, calculator, computer ... Actively participate in learning initiatives offered such as training programs, workshops, and ...

Rural King Supply

Recovery Associate

Winchester, KY · On-site

Use general office equipment such as telephone, copy machine, fax machine, calculator, computer ... Actively participate in learning initiatives offered such as training programs, workshops, and ...

Rural King Supply

Recovery Associate

Shelbyville, KY · On-site

Use general office equipment such as telephone, copy machine, fax machine, calculator, computer ... Actively participate in learning initiatives offered such as training programs, workshops, and ...

Rural King

Recovery Associate

Winchester, KY · On-site

Use general office equipment such as telephone, copy machine, fax machine, calculator, computer ... Actively participate in learning initiatives offered such as training programs, workshops, and ...

Rural King Supply

Recovery Associate

Shelbyville, KY · On-site

Use general office equipment such as telephone, copy machine, fax machine, calculator, computer ... Actively participate in learning initiatives offered such as training programs, workshops, and ...

Rural King

Recovery Associate

Elizabethtown, KY · On-site

Use general office equipment such as telephone, copy machine, fax machine, calculator, computer ... Actively participate in learning initiatives offered such as training programs, workshops, and ...

Rural King

Recovery Associate

Winchester, KY

Use general office equipment such as telephone, copy machine, fax machine, calculator, computer ... Actively participate in learning initiatives offered such as training programs, workshops, and ...

Rural King

Recovery Associate

Shelbyville, KY

Use general office equipment such as telephone, copy machine, fax machine, calculator, computer ... Actively participate in learning initiatives offered such as training programs, workshops, and ...

Rural King Supply

Recovery Associate

Pikeville, KY · On-site

Use general office equipment such as telephone, copy machine, fax machine, calculator, computer ... Actively participate in learning initiatives offered such as training programs, workshops, and ...

Rural King

Recovery Associate

Shelbyville, KY

Use general office equipment such as telephone, copy machine, fax machine, calculator, computer ... Actively participate in learning initiatives offered such as training programs, workshops, and ...

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All JobsPhysics Informed Machine Learning JobsPhysics Informed Machine Learning Jobs in Kentucky

Physics Informed Machine Learning information

What are the key skills and qualifications needed to thrive in the Physics Informed Machine Learning position, and why are they important?

To thrive in Physics Informed Machine Learning, you need a solid background in physics, strong mathematical and statistical skills, and experience with machine learning algorithms, typically supported by an advanced degree in a relevant field. Proficiency with programming languages like Python, frameworks such as TensorFlow or PyTorch, and familiarity with numerical simulation tools are commonly required. Effective problem-solving, clear communication, and the ability to collaborate with interdisciplinary teams make a significant impact in this role. These capabilities are essential for developing robust, interpretable machine learning models that leverage physical laws to solve complex, real-world problems.

What are the typical challenges faced by professionals working in Physics Informed Machine Learning roles?

Professionals in Physics Informed Machine Learning often encounter challenges integrating complex physical theories with advanced machine learning models, requiring deep domain knowledge and strong technical skills. Balancing model accuracy with computational efficiency and ensuring that models are both interpretable and generalizable can be demanding. Collaboration with domain experts, data scientists, and engineers is common, as projects often span multiple disciplines. Successfully navigating these challenges provides valuable experience and is highly regarded, often leading to further career advancement in research, engineering, or leadership positions.

What is a Physics Informed Machine Learning job?

A Physics Informed Machine Learning (PIML) job involves developing AI models that integrate physics-based principles to improve accuracy, interpretability, and generalization. Professionals in this role use machine learning techniques alongside domain knowledge in physics, engineering, or applied sciences to solve complex problems in areas like fluid dynamics, materials science, and climate modeling. Responsibilities often include designing algorithms, implementing simulations, and validating results against experimental or real-world data. Employers typically seek expertise in deep learning, numerical methods, and programming languages like Python.

What are popular job titles related to Physics Informed Machine Learning jobs in Kentucky? For Physics Informed Machine Learning jobs in Kentucky, the most frequently searched job titles are:
What job categories do people searching Physics Informed Machine Learning jobs in Kentucky look for? The top searched job categories for Physics Informed Machine Learning jobs in Kentucky are:
What cities in Kentucky are hiring for Physics Informed Machine Learning jobs? Cities in Kentucky with the most Physics Informed Machine Learning job openings:
Physics Informed Machine Learning jobs near you
Infographic showing various Physics Informed Machine Learning job openings in Kentucky as of June 2026, with employment types broken down into 1% Locum Tenens, 83% Full Time, 12% Part Time, 2% Contract, and 2% Nights. Highlights an 72% Physical, 3% Hybrid, and 25% Remote job distribution.

Senior Geomatics Technician

Ayoroa Simmons LLC

Lexington, KY • On-site

Full-time

Medical, Dental, Vision, Life, Retirement, PTO

Posted 3 days ago

Job description

About Ayoroa | Simmons
Ayoroa | Simmons, LLC is a specialized professional services firm focused on 3D laser scanning, scan-to-BIM, and BIM coordination for complex facilities and infrastructure. We partner with Government and private-sector clients to create accurate digital representations of the built environment that support better planning, operations, and decision-making.
We are seeking a Senior Geomatics Technician to lead the data processing side of our growing Reality Capture Department.
Position Overview
We are seeking an experienced and forward-thinking Senior Geomatics Technician to join our Reality Capture group and serve as a technical leader across point cloud processing, survey integration, and spatial data production workflows. In this role, you will pair strong technical execution with curiosity, initiative, and sound judgment-helping evaluate emerging technologies, assess new tools and platforms, and recommend improvements that strengthen how we deliver services for clients and project teams. The right candidate will also bring market awareness and industry insight, helping identify opportunities to expand our Reality Capture capabilities into new project types, applications, and client sectors that support the group's long-term growth.
Key Responsibilities
Point Cloud Processing & Data Production
  • Post-process raw scan data from Mobile, Terrestrial, and Aerial LiDAR acquisitions including registration, classification, filtering, and 3D feature extraction.
  • Import, register, and quality-control scan projects in Leica Register360 and Cyclone; process mobile and aerial datasets in TopoDOT, TerraSolid/TerraModeler, and Global Mapper.
  • Process aerial photogrammetry and drone-captured imagery using Pix4D and Agisoft Metashape to produce orthomosaics, dense point clouds, and DSMs/DTMs.
  • Explore and pilot emerging capture and visualization formats including Gaussian Splat models for immersive existing-condition deliverables targeted at design teams.

Survey Integration & CAD Deliverables
  • Perform field-to-finish processing of conventional survey data in AutoCAD Civil 3D, including point import, surface generation, contour production, and plan preparation.
  • Review and QC OPUS reports and control point observations to ensure geodetic accuracy across survey, CAD, LiDAR, and GIS deliverables.
  • Learn and assist in Leica Infinity control processing.
  • Produce and review base map drawings, contour maps, as-built Civil 3D deliverables, and GIS-ready datasets that integrate LiDAR-derived data with conventional survey control.
  • Prepare, manage, and export spatial data for use in GIS platforms, including shapefiles, geodatabases, feature layers, raster surfaces, and other geospatial deliverable formats.
  • Support GIS workflows related to coordinate systems, projections, metadata, data attribution, spatial analysis, and integration with CAD/BIM deliverables.
  • Maintain consistent CAD and GIS standards across projects, including layer structure, symbology, annotation, metadata, naming conventions, and delivery formats.

Technology Leadership & Innovation
  • Continuously monitor developments in geomatics hardware, software, and data workflows - including LiDAR sensors, photogrammetry platforms, point cloud processing tools, and spatial data formats.
  • Evaluate new tools and methods and provide informed recommendations on adoption, workflow integration, and ROI.
  • Help establish and document internal best practices, processing standards, and QA/QC procedures.
  • Lead internal training and knowledge sharing on new platforms and workflows as they are adopted.
  • Evaluate and implement AI-enabled tools and workflows for point cloud classification, feature extraction, object recognition, model generation, QA/QC, visualization, and data management.
  • Develop, test, and maintain scripts or lightweight applications that automate repetitive production tasks, improve file handling, standardize outputs, and reduce manual processing time.
  • Use scripting, coding, APIs, and automation platforms to connect reality capture, CAD, GIS, BIM, and project management workflows where appropriate.
  • Explore and pilot emerging tools such as machine-learning-assisted point cloud segmentation, AI-based photogrammetry enhancement, automated clash or deviation detection, and immersive visualization formats.

Business Development & Market Intelligence
  • Identify new project types, service lines, and client markets that align with team capabilities - including transportation corridor mapping, AEC as-built documentation, infrastructure inspection, heritage documentation, and site planning support.
  • Contribute to proposals, capability statements, and project pricing by providing technical scope input and production estimates.
  • Represent the firm at industry events, conferences, and professional organizations relevant to geomatics and remote sensing.

Success Profile
In your first year, success will look like:
  • Establishing yourself as one of the technical authority for LiDAR processing, photogrammetry, and Civil 3D survey deliverables within the team.
  • Completing at least one pilot project utilizing a new technology or workflow (e.g., Gaussian Splat visualization, updated mobile LiDAR pipeline) and presenting findings internally.
  • Identifying a minimum of two to three new project or client market opportunities with a concrete approach to pursue them.
  • Mentoring junior technicians and contributing to documented QA/QC and processing standards.
  • Delivering projects on time and within scope with consistent, client-ready output quality.

Qualifications
Required:
  • 5+ years of experience in geomatics, remote sensing, LiDAR processing, or a closely related technical field.
  • Proficiency in AutoCAD Civil 3D including field-to-finish survey data processing, surface generation, and plan production.
  • Hands-on experience with Leica Register360, TopoDOT, Global Mapper, and TerraSolid/TerraModeler.
  • Working knowledge of aerial photogrammetry workflows using Pix4D and/or Agisoft Metashape.
  • Ability to read and interpret OPUS reports and perform QC on geodetic control point observations.
  • Experience reviewing and producing base maps, contour maps, and survey-integrated CAD deliverables.
  • Strong understanding of LiDAR data formats, coordinate reference systems, and geospatial data quality standards.
  • Excellent communication skills and ability to work both independently and within a collaborative team environment.

Preferred:
  • Experience with Part 107 sUAS operations and aerial data acquisition.
  • Background in architecture, civil engineering, or a related built environment discipline.
  • Familiarity with Microstation or other DOT-preferred CAD environments.

Why Join Us
At Ayoroa | Simmons, we invest in people and technology to deliver exceptional results in geomatics, remote sensing, and spatial data production. You will not be siloed into a single task, you will have direct influence over how our team grows, what tools we adopt, and which clients and markets we pursue. We offer:
  • 401(k) with 4% company match
  • Comprehensive health, dental, vision, and life insurance
  • Paid Time Off (PTO)
  • Employee referral program

Work Environment & Conditions of Employment
  • This position requires U.S. citizenship.
  • Primarily office work environment.
  • This position may include fieldwork, travel to client sites, and overnight stays depending on project location. Travel approximately 25%.
  • Must meet all client and Ayoroa | Simmons security, conduct, and compliance requirements for applicable project sites, including background checks and training where required.
  • Valid driver's license required.

How to Apply
Please submit the following:
  1. Resume or CV highlighting relevant geomatics, survey, and remote sensing experience.
  2. Brief cover letter describing your experience with point cloud processing, Civil 3D deliverables, and any technology evaluation or business development activities you have led or contributed to.

EEO
Ayoroa Simmons is an equal opportunity employer, and we value diversity. All employment decisions are based on qualifications, merit, and business needs. We do not discriminate on the basis of race, color, religion, sex, national origin, age, disability, or any other protected status.
Title VI Compliance
Ayoroa Simmons ensures nondiscrimination in all programs and activities in accordance with Title VI of the Civil Rights Act of 1964 regulation. If you need more information or special assistance for persons with disabilities or limited English proficiency, please contact the Title VI Coordinator: Kim Short at (866) 726-2246.
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