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Reinforcement Learning Engineer Jobs in Rhode Island

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Reinforcement Learning Engineer information

See Rhode Island salary details

$37.2K

$113.5K

$187.5K

How much do reinforcement learning engineer jobs pay per year?

As of Jul 17, 2026, the average yearly pay for reinforcement learning engineer in Rhode Island is $113,467.00, according to ZipRecruiter salary data. Most workers in this role earn between $81,300.00 and $148,400.00 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 are popular job titles related to Reinforcement Learning Engineer jobs in Rhode Island? For Reinforcement Learning Engineer jobs in Rhode Island, the most frequently searched job titles are:
What job categories do people searching Reinforcement Learning Engineer jobs in Rhode Island look for? The top searched job categories for Reinforcement Learning Engineer jobs in Rhode Island are:
What cities in Rhode Island are hiring for Reinforcement Learning Engineer jobs? Cities in Rhode Island with the most Reinforcement Learning Engineer job openings:
Reinforcement Learning Engineer jobs near you
Infographic showing various Reinforcement Learning Engineer job openings in Rhode Island as of July 2026, with employment types broken down into 89% Full Time, 8% Part Time, and 3% Contract. Highlights an 87% Physical, 4% Hybrid, and 9% Remote job distribution, with an average salary of $113,467 per year, or $54.6 per hour.
Research Full Stack Coder

Research Full Stack Coder

Brown University Health

Providence, RI • On-site

Other

Posted 3 days ago

New

Brown University Health rating

6.8

Company rating: 6.8 out of 10

Based on 70 frontline employees who took The Breakroom Quiz

495th of 886 rated healthcare providers

Job description

SUMMARY: span style=font-family:Times New Roman,serif;mso-fareast-font-family:Times New RomanBrown University Health is seeking a highly motivated Full-Stack AI Developer to join a government-funded research team working at the intersection of artificial intelligence, digital health, and public health interventions. The ideal candidate will play a key role in the development and optimization of multimodal AI models, AI-driven chatbots, and agent-based modeling frameworks, contributing to research on HIV prevention, sexually transmitted infection (STI) prevention, nutrition counseling, overdose prevention, and opioid use disorder (OUD) treatment. Brown University Health employees are expected to successfully role model the organization's values of Compassion, Accountability, Respect, and Excellence as these values guide our everyday actions with patients, customers and one another.

In addition to our values, all employees are expected to demonstrate the core Success Factors which tell us how we work together and how we get things done. The core Success Factors include: Instill Trust and Value Differences Patient and Community Focus and Collaborate RESPONSIBILITIES: ul type=disc li class=MsoNormalspan style=font-family: times= new= roman,serif;mso-fareast-font-family:times= roman=AI and Software Development:span style=font-family: times= new= roman,serif;= mso-fareast-font-family:times= roman= Design, develop, and optimize multimodal AI models, AI-based chatbots, and modify existing agent-based modeling frameworks. li class=MsoNormalspan style=font-family: times= new= roman,serif;mso-fareast-font-family:times= roman=Full-Stack Engineering:span style=font-family: times= new= roman,serif;= mso-fareast-font-family:times= roman= Develop and maintain both front-end and back-end components of AI-driven applications, ensuring seamless user experiences.

li class=MsoNormalspan style=font-family: times= new= roman,serif;mso-fareast-font-family:times= roman=Cloud-Based Deployment:span style=font-family: times= new= roman,serif;= mso-fareast-font-family:times= roman= Deploy and maintain AI solutions on cloud platforms (e.g., AWS, Azure, or Google Cloud) with scalable architectures. li class=MsoNormalspan style=font-family: times= new= roman,serif;mso-fareast-font-family:times= roman=Domain-Specific Adaptation:span style=font-family: times= new= roman,serif;= mso-fareast-font-family:times= roman= Learn and integrate public health knowledge in HIV prevention, STI prevention, nutrition counseling, and OUD treatment into AI-based solutions. li class=MsoNormalspan style=font-family: times= new= roman,serif;mso-fareast-font-family:times= roman=Collaboration:span style=font-family: times= new= roman,serif;mso-fareast-font-family:times= roman= Work closely with public health experts, data scientists, and researchers to refine AI models and improve application performance

li class=MsoNormalspan style=font-family: times= new= roman,serif;mso-fareast-font-family:times= roman=Continuous Learning & Innovation:span style=font-family: times= new= roman,serif;= mso-fareast-font-family:times= roman= Stay updated on cutting-edge AI technologies, including large language models, reinforcement learning, and agentic frameworks.font face=Times New Roman, serif/fontfont face=Times New Roman, serifRequired Qualifications:/fontspan times= new= roman,serif;mso-fareast-font-family:times= roman= style=font-size: 1.6rem; font-weight: 400; background-color: transparent; -webkit-text-fill-color: unsetProgramming Expertise:span times= new= roman,serif;= mso-fareast-font-family:times= roman= style=font-size: 1.6rem; font-weight: 400; background-color: transparent; -webkit-text-fill-color: unset Proficiency in Python, JavaScript (React/Node.js), or other full-stack technologies for AI and web applications.ul type=discli class=MsoNormalul type=disc li class=MsoNormalspan style=font-family: times= new= roman,serif;mso-fareast-font-family:times= roman=AI/ML Experience:span style=font-family: times= new= roman,serif;= mso-fareast-font-family:times= roman= Hands-on experience with machine learning frameworks (e.g., TensorFlow, PyTorch, LangChain, AutoGen). li class=MsoNormalspan style=font-family: times= new= roman,serif;mso-fareast-font-family:times= roman=Back-End Development:span style=font-family: times= new= roman,serif;= mso-fareast-font-family:times= roman= Strong knowledge of API development, databases (SQL/NoSQL), and cloud computing. li class=MsoNormalspan style=font-family: times= new= roman,serif;mso-fareast-font-family:times= roman=Front-End Development:span style=font-family: times= new= roman,serif;= mso-fareast-font-family:times= roman= Experience in React, Vue.js, or Angular for interactive and user-friendly applications

li class=MsoNormalspan style=font-family: times= new= roman,serif;mso-fareast-font-family:times= roman=Cloud & DevOps:span style=font-family: times= new= roman,serif;= mso-fareast-font-family:times= roman= Experience in deploying AI applications on AWS, Google Cloud, or Azure, and familiarity with containerization (Docker, Kubernetes). li class=MsoNormalspan style=font-family: times= new= roman,serif;mso-fareast-font-family:times= roman=Agent-Based Modeling:span style=font-family: times= new= roman,serif;= mso-fareast-font-family:times= roman= Familiarity with modifying agent-based models (ABMs) in domains such as epidemiology or public health. li class=MsoNormalspan style=font-family: times= new= roman,serif;mso-fareast-font-family:times= roman=Ability to Learn Domain Knowledge:span style=font-family: times= new= roman,serif;= mso-fareast-font-family:times= roman= Strong interest and ability to understand and integrate public health concepts into AI-driven solutions.

li class=MsoNormalspan style=font-family: times= new= roman,serif;mso-fareast-font-family:times= roman=Team Player:span style=font-family: times= new= roman,serif;= mso-fareast-font-family:times= roman= Ability to collaborate in a multidisciplinary research team and contribute to government-funded projects. MINIMUM QUALIFICATIONS: span style=font-family: times= new= roman,serif;= mso-fareast-font-family:times= roman=Preferred Qualifications: ul type=disc li class=MsoNormalspan style=font-family: times= new= roman,serif;letter-spacing:-.1pt;mso-font-width:105%=Bachelor'sspan style=font-family: times= new= roman,serif;letter-spacing:-.25pt;= mso-font-width:105%= span style=font-family: times= new= roman,serif;= letter-spacing:-.1pt;mso-font-width:105%=Degree or abovespan style=font-family: times= new= roman,serif;letter-spacing:-.25pt;= mso-font-width:105%= span style=font-family: times= new= roman,serif;= letter-spacing:-.1pt;mso-font-width:105%=inspan style=font-family: times= new= roman,serif;letter-spacing:-.25pt;mso-font-width:105%= span style=font-family: times= new= roman,serif;letter-spacing:-.1pt;= mso-font-width:105%=computerspan style=font-family: times= new= roman,serif;= letter-spacing:-.25pt;mso-font-width:105%= span style=font-family: times= new= roman,serif;letter-spacing:-.1pt;mso-font-width:105%=sciencespan style=font-family: times= new= roman,serif;letter-spacing:-.25pt;= mso-font-width:105%= span style=font-family: times= new= roman,serif;= letter-spacing:-.1pt;mso-font-width:105%=orspan style=font-family: times= new= roman,serif;letter-spacing:-.25pt;mso-font-width:105%= span style=font-family: times= new= roman,serif;letter-spacing:-.1pt;= mso-font-width:105%=closelyspan style=font-family: times= new= roman,serif;= letter-spacing:-.25pt;mso-font-width:105%= span style=font-family: times= new= roman,serif;letter-spacing:-.1pt;mso-font-width:105%=relatedspan style=font-family: times= new= roman,serif;letter-spacing:-.25pt;= mso-font-width:105%= span style=font-family: times= new= roman,serif;= letter-spacing:-.1pt;mso-font-width:105%=fieldspan style=font-family: times= new= roman,serif;mso-fareast-font-family:times= roman= li class=MsoNormalspan style=font-family: times= new= roman,serif;mso-fareast-font-family:times= roman=Experience working in health-related AI applications. li class=MsoNormalspan style=font-family: times= new= roman,serif;mso-fareast-font-family:times= roman=Knowledge of LLMs, multimodal AI, and reinforcement learning

li class=MsoNormalspan style=font-family: times= new= roman,serif;mso-fareast-font-family:times= roman=Prior work with digital health interventions. span style= times= new= roman,serif;= mso-fareast-font-family:times= roman=When you Apply: span style=font-family: times= new= roman,serif;mso-fareast-font-family:times= roman=Interested candidates should submit a CV and a short cover letter to Jun Tao (a href=mailto:jun_tao@brown.edu)/span style=font-family: times= new= roman,serif;= mso-fareast-font-family:times= roman=jun_tao@brown.edu)//aspan style=font-family: times= new= roman,serif;mso-fareast-font-family:times= roman;= color:blue= span style=font-family: times= new= roman,= serif;=Philip Chan span style=font-family: times= new= roman,serif;= mso-fareast-font-family:times= roman;color:blue=(philip_chan@brown.edu)span style=font-family: times= new= roman,serif;mso-fareast-font-family:times= roman=. Applications will be reviewed on a rolling basis.Experience:Three to Five years in AI application developing.span style=background-color: transparent; -webkit-text-fill-color: unset; font-size: 11pt; font-family: times= new= roman,= serif;=INDEPENDENTspan style=letter-spacing: -0.2pt span style=background-color: transparent; -webkit-text-fill-color: unset; font-size: 11pt; font-family: times= new= roman,= serif;= letter-spacing:= -0.1pt;=ACTION:; background-color: transparent; -webkit-text-fill-color: unset; font-size: 11pt; line-height: 115%; font-family: times= new= roman,= serif;= letter-spacing:= -0.1pt;=Performs; background-color: transparent; -webkit-text-fill-color: unset; font-size: 11pt; line-height: 115%; font-family: times= new= roman,= serif;= letter-spacing:= -0.2pt;= ; background-color: transparent; -webkit-text-fill-color: unset; font-size: 11pt; line-height: 115%; font-family: times= new= roman,= serif;= letter-spacing:= -0.1pt;=independently; background-color: transparent; -webkit-text-fill-color: unset; font-size: 11pt; line-height: 115%; font-family: times= new= roman,= serif;= letter-spacing:= -0.2pt;= ; background-color: transparent; -webkit-text-fill-color: unset; font-size: 11pt; line-height: 115%; font-family: times= new= roman,= serif;= letter-spacing:= -0.1pt;=within; background-color: transparent; -webkit-text-fill-color: unset; font-size: 11pt; line-height: 115%; font-family: times= new= roman,= serif;= letter-spacing:= -0.2pt;= ; background-color: transparent; -webkit-text-fill-color: unset; font-size: 11pt; line-height: 115%; font-family: times= new= roman,= serif;= letter-spacing:= -0.1pt;=the; background-color: transparent; -webkit-text-fill-color: unset; font-size: 11pt; line-height: 115%; font-family: times= new= roman,= serif;= letter-spacing:= -0.2pt;= ; background-color: transparent; -webkit-text-fill-color: unset; font-size: 11pt; line-height: 115%; font-family: times= new= roman,= serif;= letter-spacing:= -0.1pt;=department's; background-color: transparent; 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