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Machine Builder Jobs in Georgia (NOW HIRING)

Winixx

Machine Learning Engineer

Atlanta, GA · On-site

$130 - $185/hr

Design, build, and deploy machine learning models that improve core platform outcomes including load matching, pricing, and fraud detection * Collaborate with data engineers to build and maintain ...

NewCold

Machine Operator

Atlanta, GA · On-site

$16.25 - $19.50/hr

Machine Operator Build thefuture of food Join the team transforming food logistics. Be part of a dynamic andfast-growing global company. Find your future with NewCold. Why join NewCold? Competi tive ...

CNN

Machine Learning Engineer I

Atlanta, GA · On-site

Responsibilities : • Build and deploy full-lifecycle machine learning systems in Python for CNN digital products, including personalization, search, recommendations, and content understanding • ...

Five and Fly

Machine Learning Engineer

Atlanta, GA · On-site

$120 - $165/hr

Machine Learning Engineer Employment Type: Full Time Location: Atlanta, GA Description We are ... This is a hands‑on engineering role where you will not only build and scale ML systems but also ...

Lockheed Martin

Crater Builder - Shipping

Marietta, GA · On-site

$15.25 - $18.75/hr

Operates radio controlled and pendant cranes, 5,000 lbs. and above electric fork lifts and pneumatic nailing machines. Works from rough sketches, engineering blueprints, military specifications and ...

SIG Combibloc

Machine Operator Night Shift

Peachtree City, GA · On-site

$15.75 - $18.75/hr

Machine Operator Night Shift Posting Start Date: 6/30/26 Main Location: Peachtree City,GA ... Finally, we are looking for colleagues who build partnerships and work collaboratively with others ...

Express Employment

Machine Operator

Adel, GA · On-site

$14.25 - $17/hr

This is an excellent opportunity for individuals who enjoy hands-on work and want to build a career ... Monitor machine performance and production output * Perform quality inspections on finished ...

New

Commercial Metals Company

Machine Operator

Rincon, GA · On-site

$15.50 - $18.50/hr

Operate cage welding machines to build steel reinforcement cages for concrete pipe and box culverts * Monitor equipment and make adjustments as needed * Inspect finished cages for quality and ...

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All JobsMachine Builder JobsMachine Builder Jobs in Georgia

Machine Builder information

See Georgia salary details

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$19

$26

How much do machine builder jobs pay per hour?

As of Aug 15, 2026, the average hourly pay for machine builder in Georgia is $19.27, according to ZipRecruiter salary data. Most workers in this role earn between $16.63 and $21.54 per hour, depending on experience, location, and employer.

What are some common challenges a machine builder might face during the assembly process, and how can they be overcome?

Machine Builders often encounter challenges such as interpreting complex technical drawings, managing tight project deadlines, and troubleshooting unexpected mechanical issues during assembly. To overcome these, it's important to develop strong problem-solving skills, maintain clear communication with engineers and team members, and stay organized throughout the build process. Utilizing checklists, regularly reviewing schematics, and participating in ongoing training can also help Machine Builders navigate and resolve these challenges effectively.

What is a machine builder?

A machine builder is a skilled tradesperson or technician who designs, assembles, and tests industrial machinery and equipment. They often work with blueprints, mechanical tools, and electrical systems, ensuring machines operate safely and efficiently. This role may require knowledge of welding, pneumatics, hydraulics, and relevant certifications.

What is the difference between Machine Builder vs Mechanical Assembler?

AspectMachine BuilderMechanical Assembler
CredentialsHigh school diploma or equivalent; technical training or certifications in machineryHigh school diploma; on-the-job training often provided
Work EnvironmentManufacturing plants, workshops, construction sitesAssembly lines, manufacturing facilities
Job ResponsibilitiesDesign, assemble, troubleshoot complex machinery and systemsAssemble components, follow diagrams, perform basic mechanical tasks
Industry UsageHeavy machinery, automation, manufacturingConsumer products, small machinery, general manufacturing

The main difference between a Machine Builder and a Mechanical Assembler is the scope of work. Machine Builders typically handle complex machinery design, assembly, and troubleshooting, requiring more technical skills and certifications. Mechanical Assemblers focus on assembling parts and components, often following detailed instructions. Both roles are essential in manufacturing but differ in complexity and responsibilities.

What does a machine builder do?

A Machine Builder is responsible for assembling, installing, and maintaining machinery or mechanical equipment according to engineering specifications. They read blueprints or technical drawings, gather the necessary components, and use hand tools, power tools, and precision instruments to construct machines. Machine Builders may work in manufacturing, automation, or specialized industries, collaborating with engineers and other technicians to ensure machines operate efficiently and safely. Their work often involves troubleshooting, adjusting, and testing machines to meet performance standards.

What are the key skills and qualifications needed to thrive as a machine builder?

To thrive as a Machine Builder, you need strong mechanical aptitude, precision in assembly, and a background in engineering or technical training, often supported by a relevant vocational diploma or apprenticeship. Familiarity with CAD software, hand and power tools, and the ability to read blueprints and technical diagrams are typically required. Attention to detail, problem-solving skills, and effective teamwork make someone stand out in this role. These skills and qualities are vital to ensure the safe, efficient, and accurate construction of machines according to specifications.

What are the most commonly searched types of Machine Builder jobs in Georgia?

The most popular types of Machine Builder jobs in Georgia are:

What are popular job titles related to Machine Builder jobs in Georgia?

For Machine Builder jobs in Georgia, the most frequently searched job titles are:

What job categories do people searching Machine Builder jobs in Georgia look for?

The top searched job categories for Machine Builder jobs in Georgia are:

What are popular job titles related to Machine Builder jobs in GA?

For Machine Builder jobs in GA, the most frequently searched job titles are:

Machine Builder jobs near you
Infographic showing various Machine Builder job openings in Georgia as of August 2026, with employment types broken down into 81% Full Time, 12% Part Time, 2% Temporary, 3% Contract, and 2% Nights. Highlights an 94% Physical, 1% Hybrid, and 5% Remote job distribution, with an average salary of $40,081 per year, or $19.3 per hour.

Machine Learning Engineer

Winixx

Atlanta, GA • On-site

$130 - $185/hr

Other

PTO

Posted 10 days ago

Job description

Openings › Software › Machine Learning Engineer

Software

Machine Learning Engineer

Atlanta, US Remote Full-time $130,000 – $185,000

About Winixx

Winixx Inc. is a New York-based technology holding company operating a portfolio of over 30 SaaS platforms across freight, fleet management, financial infrastructure, and market intelligence. Founded with a mission to modernize fragmented and underserved industries, Winixx builds technology that removes inefficiencies, creates transparency, and puts more value in the hands of the people doing the actual work. Our flagship products include Winixx Freight, a next-generation load board with embedded instant payment; fleetOS, a comprehensive fleet management and roadside assistance platform; and Baron Meddy Financial, our financial infrastructure arm facilitating capital deployment, escrow, and M&A advisory across verticals. Winixx is headquartered in Atlanta, Georgia, with remote teams operating nationwide.

Role Summary

The Machine Learning Engineer at Winixx builds the models and data systems that power intelligent features across our platforms — from load matching optimization and dynamic pricing to predictive maintenance alerts and fraud detection. You will work at the intersection of data engineering and applied research, taking models from proof-of-concept to production.

What You'll Do

  • Design, build, and deploy machine learning models that improve core platform outcomes including load matching, pricing, and fraud detection
  • Collaborate with data engineers to build and maintain feature stores and training data pipelines
  • Implement model monitoring and retraining pipelines to maintain model performance over time
  • Work with product and engineering teams to integrate ML predictions into production systems
  • Conduct experimentation to validate model improvements using rigorous A/B testing methodology
  • Document model architectures, training procedures, and performance benchmarks
  • Evaluate and adopt new ML tools, frameworks, and techniques relevant to logistics and marketplace problems
  • Contribute to the development of Winixx's internal ML platform and infrastructure

What We're Looking For

  • 3+ years of machine learning engineering or applied research experience
  • Strong Python skills with proficiency in ML frameworks such as PyTorch, TensorFlow, or scikit-learn
  • Experience building and maintaining end-to-end ML pipelines in a production environment
  • Solid foundation in statistics, probability, and optimization
  • Experience with recommendation systems, pricing models, or anomaly detection is highly valued
  • Familiarity with MLOps practices including model versioning, monitoring, and deployment
  • Strong SQL and data manipulation skills
  • Bachelor's or Master's degree in Computer Science, Statistics, or a related quantitative field
  • Competitive base salary commensurate with experience
  • Performance bonus program tied to individual and company milestones
  • Hybrid work environment with flexible scheduling
  • Career growth opportunities across 30+ SaaS products and multiple verticals
  • Front-row seat at a technology company at the beginning of a major national expansion
  • Collaborative, mission-driven team environment
  • Paid time off and company holidays
  • Professional development and continuing education support

Winixx Inc. is an equal opportunity employer. We evaluate all applicants on the basis of qualifications, experience, and demonstrated ability without regard to race, color, religion, sex, national origin, disability, veteran status, or any other characteristic protected by applicable law.

The compensation range reflected in this posting represents the minimum and maximum target range for this position. Individual pay within the posted range is determined by a candidate's demonstrated experience, educational background, skill set, and geographic location. Final compensation is established at the time of offer and may fall anywhere within the stated range based on these factors.

Compensation ranges reflect national US market data and are subject to change. Additional forms of compensation may include performance bonuses, equity participation, and other benefits as outlined in your offer documentation.

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