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Reinforcement Learning Engineer Jobs in Tennessee

Children need to have FUN while learning the FUNdamentals of sport. Our goal is to provide an ... reinforcement to encourage children to do better and • celebrate success • And finally, our ...

Children need to have FUN while learning the FUNdamentals of sport. Our goal is to provide an ... reinforcement to encourage children to do better and • celebrate success • And finally, our ...

Children need to have FUN while learning the FUNdamentals of sport. Our goal is to provide an ... reinforcement to encourage children to do better and celebrate success And finally, our coaches ...

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Reinforcement Learning Engineer information

See Tennessee salary details

$34.5K

$105.2K

$173.8K

How much do reinforcement learning engineer jobs pay per year?

As of Jul 18, 2026, the average yearly pay for reinforcement learning engineer in Tennessee is $105,161.00, according to ZipRecruiter salary data. Most workers in this role earn between $75,300.00 and $137,500.00 per year, depending on experience, location, and employer.

What are Reinforcement Learning Engineers?

Reinforcement Learning Engineers are specialized professionals who design, develop, and implement algorithms based on reinforcement learning, a type of machine learning where agents learn to make decisions by receiving rewards or penalties. They work on building models that enable machines to learn optimal actions through trial and error in complex environments. Their responsibilities often include developing RL architectures, tuning hyperparameters, running simulations, and applying RL methods to real-world problems like robotics, gaming, or recommendation systems. RL Engineers typically have strong backgrounds in computer science, mathematics, and deep learning, along with experience in programming languages like Python and frameworks such as TensorFlow or PyTorch.

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

To thrive as a Reinforcement Learning Engineer, you need a strong background in machine learning, mathematics (especially probability and statistics), and programming languages like Python, often supported by a relevant degree in computer science or engineering. Familiarity with deep learning frameworks (such as TensorFlow or PyTorch), RL libraries (like OpenAI Gym), and cloud computing platforms is typically required. Problem-solving skills, creativity, and effective collaboration help set outstanding engineers apart in this field. These competencies enable the design and deployment of advanced RL solutions that address real-world challenges and drive innovation.

What are some common challenges faced by Reinforcement Learning Engineers when deploying models in real-world environments?

One of the main challenges Reinforcement Learning (RL) Engineers face is bridging the gap between simulation and real-world deployment. Models that perform well in controlled environments may struggle with unpredictable data, safety constraints, or limited feedback in production. Additionally, RL algorithms often require significant computational resources and careful tuning to avoid instability. Collaboration with domain experts and software engineers is essential to address these issues and ensure successful integration of RL solutions into existing systems.

What is the difference between Reinforcement Learning Engineer vs Machine Learning Engineer?

AspectReinforcement Learning EngineerMachine Learning Engineer
CredentialsBachelor's/Master's in CS, AI, or related; experience with RL frameworksBachelor's/Master's in CS, Data Science, or related; experience with ML algorithms
Work EnvironmentResearch labs, AI startups, tech companies focusing on RL applicationsTech companies, data-driven firms, AI departments across industries
Industry UsageSpecialized in RL projects like robotics, game AI, autonomous systemsBroader applications including predictive modeling, NLP, computer vision

Reinforcement Learning Engineers focus on developing algorithms that learn through interactions with environments, often in robotics or gaming. Machine Learning Engineers work on a wider range of models and applications. While both roles require strong programming and math skills, RL Engineers specialize in sequential decision-making, whereas ML Engineers handle diverse data-driven tasks across industries.

What cities in Tennessee are hiring for Reinforcement Learning Engineer jobs? Cities in Tennessee with the most Reinforcement Learning Engineer job openings:
Machine Operator - Mon.-Thur., 7pm-7am - Night Shift

Machine Operator - Mon.-Thur., 7pm-7am - Night Shift

Insteel Industries Inc.

Gallatin, TN • On-site

$22.50 - $29.50/hr

Full-time

Medical, Dental, Vision, Life, Retirement, PTO

Re-posted 4 days ago


Insteel Industries rating

7.8

Company rating: 7.8 out of 10

Based on 8 frontline employees who took The Breakroom Quiz


Job description

Machine Operator - Night Shift
Are you a detailed individual that wants to work in a fast-paced manufacturing environment. If so, look no further.
About Us
Insteel Industries, established in 1953, started from humble beginnings, embraces strong values, and has its Home Office in Mount Airy, NC. We are the nation's largest manufacturer of steel wire reinforcing products for concrete construction applications. We manufacture and market prestressed concrete (PC) strand and welded wire reinforcement, including engineered structural mesh, concrete pipe reinforcement, and standard welded wire reinforcement for concrete reinforcement applications. The company operates 11 manufacturing facilities in 9 states.
Not sure what all that is? Our product is found in large concrete projects including roads, bridges, parking garages, etc... Come join our team and make an impact on our country's infrastructure.
Schedule
Monday-Thursday 12-hour shifts 7pm-7am
About You
The person we are looking for has a strong foundation in mechanical and analytical skills. A person with great judgment, initiative, and the ability to deal with complex machinery. The ideal candidate has experience working with and on machinery.
Position Snapshot
A machine operator is commonly expected to know how his/her equipment operates and be able to identify and repair simple mechanical problems like stalls or jams. Workers hired into this position will be trained to eventually operate various machines and learn processes related to manufacturing steel wire products. To be successful in this role you will:
  • Operate designated machinery to facility standards and production specifications
  • Perform necessary operator quality checks according to ASTM standards
  • Conduct equipment inspections for proper operation and mechanical integrity
  • Assist in the repair and maintenance of machines and facilities as required
  • Use computer systems to track and document daily production activity
  • Assist other operators as needed
  • Practice safe work habits to reduce risk to as low as reasonably achievable. Including adhering to strict PPE guidelines and learning safety standards for the facility and equipment.
  • Work effectively within a team environment

Requirements and Education:
  • High School Diploma or equivalent
  • Ability to complete simple forms and understand simple written instructions
  • Knows and understands basic mechanical processes and equipment function principles.
  • Understands basic mathematical principles and has the ability to perform simple arithmetic skills involving addition, subtraction, multiplication, division, fractions, and decimals

For your hard work, you receive:
  • Up to $27.00 per hour going through Pay for Skills program.
  • Receive $2.00/hourshift premium for working nights.
  • Competitive base pay
  • Bonus eligibility based on facility performance
  • Paid time off including holidays and vacation
  • Excellent benefits to include medical, dental, vision, company paid life/short-term disability/long-term disability insurance, flexible spending accounts (FSA), health savings account (HSA), 401(k) with match, company paid tele-health, stock purchase plan, tuition reimbursement assistance, and Employee Assistance Plan (EAP)

For your hard work, you receive:
  • Opportunity for professional growth
  • Paid time off including holidays and vacation
  • Excellent benefits to include medical, dental, vision, company paid life/short-term disability/long-term disability insurance, flexible spending accounts (FSA), health savings account (HSA), 401(k) with match, company paid tele-health, stock purchase plan, tuition reimbursement assistance, and Employee Assistance Plan (EAP)

These duties may be modified or changed at any time at the sole discretion of management either orally or in writing. The above statements are not to be construed as an exhaustive list of all responsibilities, duties, and skills required of this position. All employees may be required to perform duties outside of their normal responsibilities from time to time, as needed.
INSTEEL is an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex including sexual orientation and gender identity, national origin, age, disability, protected veteran status, or any other characteristic protected by applicable federal, state, or local law. If you are qualified individual with a disability or a disabled veteran, you have the right to request an accommodation if you are unable or limited in your ability to use or access our career center as a result of your disability. To request accommodation, contact a Human Resources Representative.
Applicants must be authorized to work for ANY employer in the U.S. We are unable to consider applicants residing in locations outside the US requiring Visa sponsorship at this time.
About the Company:
Insteel Industries is the nation's largest manufacturer of steel wire reinforcing products for concrete construction, including prestressed concrete strand and welded wire reinforcement such as engineered structural mesh and concrete pipe reinforcement. Founded in 1953 and headquartered in Mount Airy, NC, Insteel operates 11 manufacturing plants across the U.S. and has a dedicated engineering services division. As a publicly traded company, our goal is to be the supplier of choice by delivering superior value to our customers. Learn more at insteel.com/careers.
Fraud Prevention Notice:
Please note that Insteel Industries will never ask applicants to purchase equipment, send money, or provide payment information at any point in the hiring process. We may request certain personal information only after an official offer has been extended and the background check and drug screen have been successfully completed. If you receive a request for sensitive information or payment before these steps, it is not from our company. To protect yourself, please report any suspicious activity to our HR team by calling us at (336) 786-2141.

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