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Machine Learning Object Detection Jobs in Georgia

Autodesk

Senior Machine Learning Test Engineer

Atlanta, GA · On-site +1

$106.30K - $138K/yr

Job Requisition ID # 26WD98377 Senior Machine Learning Test Engineer Location: United States East ... Build quality gates for training and deployment pipelines (e.g., regression checks, drift detection)

Slip Robotics

Robotics Perception Engineer

Atlanta, GA · On-site

... object detection, segmentation, localization, and mapping * Integrate and calibrate LiDAR, depth ... Familiarity with machine learning frameworks (PyTorch, TensorFlow) for perception tasks * Track ...

Slip Robotics

Robotics Perception Engineer

Atlanta, GA · On-site +1

... object detection, segmentation, localization, and mapping * Integrate and calibrate LiDAR, depth ... Familiarity with machine learning frameworks (PyTorch, TensorFlow) for perception tasks * Track ...

SOSi

Data Scientist Expert

Fort Eisenhower, GA

The role involves applying advanced statistical, computational, and machine learning techniques to ... Design and deploy models for object detection, image classification, feature extraction, and ...

SOSi

Data Scientist Expert

Fort Eisenhower, GA

The role involves applying advanced statistical, computational, and machine learning techniques to ... Design and deploy models for object detection, image classification, feature extraction, and ...

SOSi

Data Scientist Expert

Gordon, GA · On-site

The role involves applying advanced statistical, computational, and machine learning techniques to ... Design and deploy models for object detection, image classification, feature extraction, and ...

Elite WorkForce Inc

Data Scientist at GA

Atlanta, GA · On-site

Develop and deploy machine learning models for fraud detection. * Collaborate with engineering and compliance teams for real-time solutions. * Design KPIs to assess model performance and improve ...

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Machine Learning Object Detection information

What are the key skills and qualifications needed to thrive as a Machine Learning Object Detection Engineer, and why are they important?

To excel as a Machine Learning Object Detection Engineer, you need a solid background in computer science, mathematics, and deep learning principles, often backed by a relevant degree and experience in computer vision. Familiarity with frameworks like TensorFlow, PyTorch, and OpenCV, as well as experience with annotation tools and GPU computing, is typically required. Strong problem-solving abilities, attention to detail, and effective communication are vital soft skills for collaborating with cross-functional teams and addressing complex challenges. These competencies ensure accurate model development, efficient deployment, and continual improvement of object detection systems in real-world applications.

What are some common challenges faced when working on machine learning object detection projects?

One of the main challenges in machine learning object detection roles is dealing with the quality and quantity of annotated data, as accurate labeling is essential for model performance. Another common challenge is managing variations in object scale, lighting, and occlusion within real-world images, which can affect detection accuracy. Additionally, balancing model accuracy with computational efficiency—especially for real-time applications—often requires careful model selection and optimization. Collaboration with data engineers and domain experts is also typical to ensure data relevance and model applicability.

What is machine learning object detection?

Machine learning object detection is a field within artificial intelligence that focuses on identifying and locating objects within images or videos. It uses algorithms and deep learning models, such as convolutional neural networks (CNNs), to analyze visual data and predict the presence and position of various objects. Object detection is widely used in applications like autonomous vehicles, security surveillance, and image search. The process typically involves training models on labeled datasets so they can accurately detect and classify multiple objects in complex scenes.
What are popular job titles related to Machine Learning Object Detection jobs in Georgia? For Machine Learning Object Detection jobs in Georgia, the most frequently searched job titles are:
What job categories do people searching Machine Learning Object Detection jobs in Georgia look for? The top searched job categories for Machine Learning Object Detection jobs in Georgia are:
What cities in Georgia are hiring for Machine Learning Object Detection jobs? Cities in Georgia with the most Machine Learning Object Detection job openings:
Machine Learning Object Detection jobs near you
Industrial Automation & Machine Learning Engineer

Industrial Automation & Machine Learning Engineer

Shaw Industries Group, Inc.

Cartersville, GA • On-site

Full-time

Medical, Dental, Vision, Life, Retirement, PTO

Posted 14 days ago

Job description

Job Title
Industrial Automation & Machine Learning Engineer
Position Overview
Shaw Industries is seeking an Industrial Automation and Machine Learning Engineer to develop and scale software and data solutions that connect our production floor to actionable insights across our Commercial manufacturing division. This role focuses on industrial automation, manufacturing data, and OT system integration, supporting multiple plants and enabling operational excellence at scale.
The ideal candidate has a strong background in manufacturing automation and industrial systems-including PLCs, SCADA, and industrial networking-along with experience building manufacturing applications using platforms such as Ignition and Machine Learning. This is not an IT or consumer software role; it is a hands-on manufacturing systems position centered on machinery, process data, and production environments.
This role will work closely with automation engineers and plant teams to deliver standardized tools, alerts, dashboards, and integrations that improve quality, reliability, and efficiency across Shaw's manufacturing operations.
Position Responsibilities
  • Ensure seamless integration of software with existing OT/IT infrastructure.
  • Develop software that adheres to established best practices and standards, including thorough documentation and meaningful code comments.
  • Contribute to the development and refinement of best practices and standards for software and automation systems - a strong plus.
  • Collaborate with cross-functional teams to understand equipment and automation systems.
  • Train manufacturing and technical teams on the use of developed systems and tools, and support knowledge-sharing around emerging process control technologies.
  • Support hardware automation initiatives as needed.
  • Manage and budget capital projects related to automation and data systems.
  • Collaborate with plant leadership to identify opportunities.

Key Competencies
  • Influence Others
  • Innovate
  • Adapt And Change
  • Demonstrate Inclusive Leadership
  • Deliver Compelling Communication

Position Requirements
  • Bachelor's degree in software engineering or related field. Other engineering degrees may be considered with relevant experience.
  • Proficient in one or more programming languages commonly used in automation and data systems, i.e Machine Learning
  • Proficient in designing, querying, and maintaining databases.
  • Experience with enterprise-level data platforms and visualization tools.
  • Working knowledge of industrial equipment and data acquisition systems.
  • Strong problem-solving and analytical skills.
  • Excellent communication and project management abilities.
  • On-call, weekend, and holiday support as needed.
  • Some travel is required across the division.

Preferred Skills
  • 3-5 years of experience in manufacturing automation.
  • Knowledge of control systems, PLCs, and industrial networking.
  • Experience with Ignition by Inductive Automation.
  • Experience with APIs (e.g., web service calls, MQTT).
  • Experience with Rockwell Software (e.g., RSLogix 500, Studio 5000).
  • Experience with Siemens Software (e.g., TIA Portal).
  • Exposure to AI technologies in manufacturing, such as platforms like Databricks or similar, used to analyze process data, build predictive models, detect anomalies, or optimize performance.

Shaw benefits include:
  • Medical, dental, vision insurance and Pet insurance
  • Life insurance and disability coverage
  • Tuition reimbursement
  • Employee assistance program
  • Health savings account
  • Paid Time Off
  • Parental Leave
  • 401K and Retirement Plans
  • Product discounts for employees
  • Gym membership discounts
  • Adoption assistance
  • Shaw Family Health Center (Dalton, GA, and Cartersville, GA, locations)
  • And much more.

Shaw Industries Group, Inc. is a wholly owned subsidiary of Berkshire Hathaway, and is a global leader in delivering carpet, hardwood, tile & stone, laminate, synthetic turf, and other specialty products to residential and commercial markets worldwide. We are committed to creating a better future for our customers, our people, our company, and our communities.
#LI-CL1
#ShawIND
Work Shift
8 Hr non-rotating shift, Hrs fall to in punch day, Observed Calendar, shift starts AM
Shaw Industries is an equal opportunity employer as to all protected groups, including protected veterans and individuals with disabilities.

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