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Apprentice Machine Learning Testing Jobs in Illinois

Performing construction, reconditioning, installation, maintenance, repair, inspection, and testing ... Operating equipment (backhoes, trenchers, boom trucks, and directional boring machines). Daily work ...

You'll work with machine learning, Generative AI, IoT data, and advanced analytics while partnering ... This involves testing, research, and analysis of cellular, satellite, Wi-Fi, Bluetooth, and other ...

... build machine learning models while collaborating with various teams and stakeholders ... testing datasets • Analyze raw datasets using descriptive statistics, working directly with ...

Sr. Data Scientist

Chicago, IL · On-site

$85 - $100/hr

... Machine Learning, and Operations Research models that transform business objectives into data ... Conduct testing and validation of models to ensure robustness, scalability, and reliability in ...

Sr. Data Scientist

Chicago, IL · On-site +1

$85 - $100/hr

... Machine Learning, and Operations Research models that transform business objectives into data ... Conduct testing and validation of models to ensure robustness, scalability, and reliability in ...

... and Machine Learning solutions that solve complex business challenges. In this role, you will ... Conduct rigorous testing and validation of AI models to ensure performance, accuracy, and ...

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

Signal Apprentice -Jacksonville, IL

BNSF

Jacksonville, IL • On-site

$36.44/hr

Other

Medical, Dental, Vision, Life, Retirement

Posted 6 days ago


Job description

Be part of a team that values safety, diversity, and excellence

We are one of the largest U.S. railroads transporting the nation's freight across 28 western states and 3 Canadian provinces. As a member of our team, you will play a role in supporting the movement of essential products and materials that help feed, clothe, supply, and power communities throughout America and the world.  

We are committed to a culture where all employees are included, belong, and have equal opportunity to achieve their full potential.Come make a difference with us!

Learn more about BNSF and our Benefits

Job Location: Jacksonville
Other Potential Locations: Jacksonville, IL 
Anticipated Start Date: 08/24/2026
Number of Positions: 1 
Salary Range: Entry rate is approx. $36.44/hr; avg annual pay 85K-95K with 3-5 years seniority.

Apply early as this job may be removed or filled prior to the closing date, which is approximately seven (7) days after the posting date.

Embark on a fulfilling career at BNSF Railway, where joining our Engineering Department means contributing to the backbone of our nation's rail infrastructure. The Signal Apprentice is an apprenticeship for the positions of Signalman, Signal Maintainer and/or Shop Signalman.    

This is a full-time (40hrs/wk) position that is subject to on-call (24/7), overtime, nights, alternating shifts, weekends, and holidays. Shifts may vary (5 - 8/hr days followed by 2 days off; 4 - 10/hr days followed by 3 days off; 8 - 10/hr days followed by 6 days off).

Travel is required up to 90% outside of the headquarter location on and off the seniority district. Travel may also be required to (and remain at) job sites for extended periods, sometimes for days or weeks at a time, in the designated seniority region. Travel costs will be covered according to the collective bargaining agreement when traveling outside of the seniority district.

Training for this position is company-paid on-the-job and classroom training and will include travel to the BNSF Training Center. Successful candidates will enter an apprenticeship program, pass progressive exams, and demonstrate field proficiency. Pay rates will increase with each completed step of qualification.

Key responsibilities may include: 

Performing construction, reconditioning, installation, maintenance, repair, inspection, and testing of wayside signal devices.

Loading and unloading supplies, installing underground and overhead cables including trenching and hand digging, and working around or operating heavy machinery.

Working on or around highway grade crossings, climbing signal masts, bridges, and ladders, and handling cables and wires for electrical connections.

Using various power and non-power tools, including shovels, picks, axes, sledgehammers, micrometers, voltmeters, amp meters, computer-based systems, screwdrivers, wrenches, pliers, tape measures, drills, and power saws.

Operating equipment (backhoes, trenchers, boom trucks, and directional boring machines).

Daily work is conducted in a safety sensitive environment where the working conditions can include diverse and extreme weather conditions (hot, cold, rain, snow, and sleet), walking and performing work on uneven surfaces, working around loud noises, fumes, and heavy/moving machinery.  

BNSF prioritizes safety as a core value of how we do business. Our employees engage in daily safety conversations to achieve our vision. In addition, they must adhere to safety regulations, rules, and policies, including wearing safety equipment, responding to concerns, and taking action in emergencies. 

There is a 60-day probationary period and relocation assistance is not available. 

The duties and responsibilities in this posting are representative categories to be used in deciding whether to apply for this position.This is notan exhaustive list of the position's duties. 

At BNSF Railway, we encourage individuals from all backgrounds to apply, showcasing their skills, experiences and development. We provide resources and tools to help you reach your full potential, fostering a supportive and inclusive environment.

Basic Qualifications: 

  • Able to work in the US without company sponsorship now AND in the future. 
  • At least 18 years of age or will be by the anticipated start date listed above. 
  • Possess a valid state-issued driver's license.  
  • Ability to report for duty at the designated work location. 
  • Ability to travel for extended periods of time (Fly, Drive, or Ride). 
  • Able to work safely in the above working conditions. 
  • Able toworkthe above shift/hours. 
  • Ableto meet the above travel requirements. 
  • Able to read, write and communicate (speak, hear, and understand) Englishlanguage. 
  • Able to lift and carry up to 60 lbs occasionally and 15 to 30lbs frequently   
  • Able to visually distinguish colors - red, blue, green, yellow, and lunar (clear light) 
  • Ability to discriminate and differentiate between verbal and non-verbal sounds (signals, alarms, etc.) in the work environment. 
  • Able to use handsand hand toolsto perform activities involving holding, grasping, turning, pushing, and pulling. 
  • Frequently climb ladders; get on/off equipment; climb signal poles/ platforms to perform installationsand maintenance.  
  • Bend, walk, stand, or sit for periods of time 
  • Learn, comprehend, and follow safety policies and procedures; wear the required personal protective equipment. 
  • Ability to perform work on various terrain types (Uneven, Snow, Mud, Rock, sand, etc).

Union membership is with the Brotherhood of Railroad Signalmen and union dues are required per union agreement. Signal positions are based on seniority and collective bargaining agreements.

Seniority district transfersare handled per union agreement, are seniority based and are permitted once during apprenticeship period with seniority forfeited upon transfer. 

Here are some of the perks/benefits you can expect as a BNSF employee

At BNSF, you will have access to a comprehensive and competitive benefits package that meets you where you are, a few of those benefits include:

  • A range of health care options for you and your dependents including medical, dental, vision, telemedicine, mental health, wellness coaching, 2nd opinion services, and high-quality care network options. You will also have life insurance, provided at no cost to you.
  • A Railroad Retirement program and competitive 401(k) plan to help you meet your retirement goals.
  • Family benefits including parental and pediatric support, adoption and surrogacy reimbursement, and spending accounts.
  • Access to discounts on travel, gym memberships and more!
  • Benefits vary by union collective bargaining agreement.
  • For more information, visit Benefits.

All positions require pre-employment background verification, medical review and pre-employment drug screen. You can find more information by reviewing the Hiring Process.  Federal authority requires BNSF employees, whose work requires unescorted access to secure areas of port facilities, to obtain a TWIC.  More information is available at https://www.tsa.gov/for-industry/twic

BNSF Railway is an Equal Opportunity Employer, all qualified applicants receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability or protected veteran status.

F: MO | Engineering Transitioning Military  | Operations - Engineering | Jacksonville, IL | 62650