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Apprentice Machine Learning Testing Jobs in Florida

... learning, and clear career pathways. Job Summary The Commercial HVAC Sheet Metal Apprentice ... testing with guidance from leadership. • Properly use and maintain personal hand tools and ...

... machine learning models and large language models. • Conduct research to provide technical ... testing, and deployment methodology based on business and security requirements. • Work closely ...

... machine learning models and large language models. • Conduct research to provide technical ... testing, and deployment methodology based on business and security requirements. • Work closely ...

In this role, you will participate in tasks that help improve machine learning models, including data labeling, content evaluation, and user-based testing. Projects may vary in scope and format ...

In this role, you will participate in tasks that help improve machine learning models, including data labeling, content evaluation, and user-based testing. Projects may vary in scope and format ...

In this role, you will participate in tasks that help improve machine learning models, including data labeling, content evaluation, and user-based testing. Projects may vary in scope and format ...

In this role, you will participate in tasks that help improve machine learning models, including data labeling, content evaluation, and user-based testing. Projects may vary in scope and format ...

In this role, you will participate in tasks that help improve machine learning models, including data labeling, content evaluation, and user-based testing. Projects may vary in scope and format ...

In this role, you will participate in tasks that help improve machine learning models, including data labeling, content evaluation, and user-based testing. Projects may vary in scope and format ...

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Apprentice Machine Learning Testing information

What kinds of projects or tasks can I expect to work on as an Apprentice Machine Learning Testing?

As an Apprentice Machine Learning Testing, you’ll typically assist in evaluating machine learning models by designing and running tests, analyzing model outputs, and helping identify issues like bias or overfitting. You may work closely with data scientists and software engineers to validate model performance and ensure results align with project objectives. Your daily tasks might include preparing test datasets, executing automated testing scripts, and documenting findings to help improve model reliability. This role often serves as a valuable introduction to practical machine learning workflows and quality assurance processes in technical teams.

What are the key skills and qualifications needed to thrive as an Apprentice Machine Learning Testing, and why are they important?

To thrive as an Apprentice in Machine Learning Testing, a foundational understanding of statistics, programming (especially Python), and basic machine learning concepts is essential, often supported by a degree or coursework in computer science or a related field. Familiarity with tools such as TensorFlow, PyTorch, Jupyter Notebooks, and version control systems is typically required. Strong analytical thinking, attention to detail, and effective communication skills help apprentices collaborate and identify testing issues efficiently. These skills ensure accurate model validation, effective troubleshooting, and contribute to the robust deployment of machine learning solutions.

What does an Apprentice Machine Learning Testing do?

An Apprentice Machine Learning Testing professional assists in evaluating and validating machine learning models to ensure they perform as expected. They typically work under the guidance of experienced data scientists or engineers, running tests, analyzing results, and helping to identify issues such as bias or inaccuracies in algorithms. Their responsibilities may also include developing test cases, writing reports, and learning about data preprocessing and evaluation metrics. This role is ideal for those who are new to the field and want to build foundational skills in machine learning quality assurance.

What is the difference between Apprentice Machine Learning Testing vs Machine Learning Engineer?

AspectApprentice Machine Learning TestingMachine Learning Engineer
Required CredentialsBasic understanding of ML concepts, often pursuing relevant certifications or degreesAdvanced degrees (BSc, MSc, PhD) in CS or related fields, with extensive experience
Work EnvironmentEntry-level, supervised testing environments, often in training programsFull-time, independent development and deployment of ML models in production
Employer & Industry UsageInternships, training programs, entry-level roles in tech companiesEstablished tech firms, startups, research institutions

Apprentice Machine Learning Testing roles focus on learning and assisting with testing ML models under supervision, while Machine Learning Engineers design, build, and deploy ML systems independently. The apprentice position is ideal for gaining foundational skills, whereas the engineer role requires advanced expertise and experience.

What are popular job titles related to Apprentice Machine Learning Testing jobs in Florida? For Apprentice Machine Learning Testing jobs in Florida, the most frequently searched job titles are:
What job categories do people searching Apprentice Machine Learning Testing jobs in Florida look for? The top searched job categories for Apprentice Machine Learning Testing jobs in Florida are:
What cities in Florida are hiring for Apprentice Machine Learning Testing jobs? Cities in Florida with the most Apprentice Machine Learning Testing job openings:
Sheet Metal Apprentice

Sheet Metal Apprentice

Comfort Temp

Gainesville, FL • On-site

Full-time

Posted 24 days ago


Job description

About Us
CT Mechanical, a division of Comfort Temp Company, has been a trusted leader in Florida's commercial mechanical construction industry since 1985. With offices in Gainesville, Jacksonville, Orlando, and Tampa, we deliver large-scale HVAC systems across healthcare, education, industrial, and commercial markets.
We are committed to developing the next generation of skilled trades professionals through structured training, hands-on learning, and clear career pathways.
Job Summary
The Commercial HVAC Sheet Metal Apprentice supports the installation of HVAC duct systems on active commercial construction projects while learning industry standards, safety practices, and trade fundamentals.
This role is designed for individuals early in their HVAC career who are motivated to learn, follow direction, and grow into a skilled journeyman through field experience and mentorship from senior mechanics and foremen.
Key Responsibilities
• Learn and comply with OSHA, CT Mechanical, and jobsite safety rules at all times.
• Learn and apply SMACNA standards, Florida Building Code requirements, and company best practices.
• Assist with receiving, staging, and properly storing materials on jobsites.
• Develop the ability to read and interpret construction documents including blueprints, specifications, submittals, and material lists.
• Support layout and coordination of HVAC systems with other trades under supervision.
• Assist with setting hangers, strap, trapeze supports, roof curbs, and wall sleeves.
• Learn proper installation of duct accessories such as VAVs, fire dampers, louvers, control dampers, and branch take-offs.
• Assist in building, assembling, hanging, and sealing duct systems.
• Prepare duct systems for inspections and pressure testing with guidance from leadership.
• Properly use and maintain personal hand tools and battery-powered drills related to the HVAC trade.
• Safely use and care for company-provided equipment including ladders, gang boxes, and power tools.
• Ask questions, follow instructions, and proactively contribute to team success.
Required Qualifications
• High school diploma or equivalent required.
• OSHA 10 certification required or willingness to obtain.
• EPA certification preferred or willingness to obtain.
• Valid driver's license and reliable transportation.
• Punctual, dependable, and ready to work each day.
• Strong interest in learning commercial HVAC sheet metal installation.
• Prior construction or mechanical experience preferred but not required.
Company Culture
Our values guide how we train and promote from within:
Do what you say. Do what it takes. Walk with purpose. Do the right thing.
We believe apprentices succeed when they are supported, challenged, and given clear expectations and growth opportunities.
Application Instructions
Submit your resume to Brandon@comforttemp.com with "HVAC Sheet Metal Apprentice - CT Mechanical" in the subject line.