Recovery and adaptation under uncertainty Learning from Feedback Loops Developing methods that allow intelligence to improve continuously from real-world outcomes. Examples include: * Reinforcement ...
New
Recovery and adaptation under uncertainty Learning from Feedback Loops Developing methods that allow intelligence to improve continuously from real-world outcomes. Examples include: * Reinforcement ...
New
Applied Research Intern, Proactive Intelligence & Customer World Models (PhD / Graduate Co-op)
Waterloo, IA · Remote
Recovery and adaptation under uncertainty Learning from Feedback Loops Developing methods that allow intelligence to improve continuously from real-world outcomes. Examples include: * Reinforcement ...
Applied Research Intern, Proactive Intelligence & Customer World Models (PhD / Graduate Co-op)
Waterloo, IA · Remote
Recovery and adaptation under uncertainty Learning from Feedback Loops Developing methods that allow intelligence to improve continuously from real-world outcomes. Examples include: * Reinforcement ...
Applied Research Intern, Proactive Intelligence & Customer World Models (PhD / Graduate Co-op)
Clinton, IA · On-site
Recovery and adaptation under uncertainty Learning from Feedback Loops Developing methods that allow intelligence to improve continuously from real-world outcomes. Examples include: * Reinforcement ...
Applied Research Intern, Proactive Intelligence & Customer World Models (PhD / Graduate Co-op)
Clinton, IA · On-site
Recovery and adaptation under uncertainty Learning from Feedback Loops Developing methods that allow intelligence to improve continuously from real-world outcomes. Examples include: * Reinforcement ...
Applied Research Intern, Proactive Intelligence & Customer World Models (PhD / Graduate Co-op)
Clintonia, IL · Remote
Recovery and adaptation under uncertainty Learning from Feedback Loops Developing methods that allow intelligence to improve continuously from real-world outcomes. Examples include: * Reinforcement ...
New
Applied Research Intern, Proactive Intelligence & Customer World Models (PhD / Graduate Co-op)
Clintonia, IL · Remote
Recovery and adaptation under uncertainty Learning from Feedback Loops Developing methods that allow intelligence to improve continuously from real-world outcomes. Examples include: * Reinforcement ...
New
Recovery and adaptation under uncertainty Learning from Feedback Loops Developing methods that allow intelligence to improve continuously from real-world outcomes. Examples include: * Reinforcement ...
New
Recovery and adaptation under uncertainty Learning from Feedback Loops Developing methods that allow intelligence to improve continuously from real-world outcomes. Examples include: * Reinforcement ...
New
Applied Research Intern, Proactive Intelligence & Customer World Models (PhD / Graduate Co-op)
Waterloo, IA · On-site
Recovery and adaptation under uncertainty Learning from Feedback Loops Developing methods that allow intelligence to improve continuously from real-world outcomes. Examples include: * Reinforcement ...
Applied Research Intern, Proactive Intelligence & Customer World Models (PhD / Graduate Co-op)
Waterloo, IA · On-site
Recovery and adaptation under uncertainty Learning from Feedback Loops Developing methods that allow intelligence to improve continuously from real-world outcomes. Examples include: * Reinforcement ...
Applied Research Intern, Proactive Intelligence & Customer World Models (PhD / Graduate Co-op)
Davenport, IA · On-site
Recovery and adaptation under uncertainty Learning from Feedback Loops Developing methods that allow intelligence to improve continuously from real-world outcomes. Examples include: * Reinforcement ...
Applied Research Intern, Proactive Intelligence & Customer World Models (PhD / Graduate Co-op)
Davenport, IA · On-site
Recovery and adaptation under uncertainty Learning from Feedback Loops Developing methods that allow intelligence to improve continuously from real-world outcomes. Examples include: * Reinforcement ...
Applied Research Intern, Proactive Intelligence & Customer World Models (PhD / Graduate Co-op)
Des Moines, IA · Remote
Recovery and adaptation under uncertainty Learning from Feedback Loops Developing methods that allow intelligence to improve continuously from real-world outcomes. Examples include: * Reinforcement ...
Applied Research Intern, Proactive Intelligence & Customer World Models (PhD / Graduate Co-op)
Des Moines, IA · Remote
Recovery and adaptation under uncertainty Learning from Feedback Loops Developing methods that allow intelligence to improve continuously from real-world outcomes. Examples include: * Reinforcement ...
Applied Research Intern, Proactive Intelligence & Customer World Models (PhD / Graduate Co-op)
Davenport, IA · Remote
Recovery and adaptation under uncertainty Learning from Feedback Loops Developing methods that allow intelligence to improve continuously from real-world outcomes. Examples include: * Reinforcement ...
Applied Research Intern, Proactive Intelligence & Customer World Models (PhD / Graduate Co-op)
Davenport, IA · Remote
Recovery and adaptation under uncertainty Learning from Feedback Loops Developing methods that allow intelligence to improve continuously from real-world outcomes. Examples include: * Reinforcement ...
Applied Research Intern, Proactive Intelligence & Customer World Models (PhD / Graduate Co-op)
Cedar Rapids, IA · Remote
Recovery and adaptation under uncertainty Learning from Feedback Loops Developing methods that allow intelligence to improve continuously from real-world outcomes. Examples include: * Reinforcement ...
Applied Research Intern, Proactive Intelligence & Customer World Models (PhD / Graduate Co-op)
Cedar Rapids, IA · Remote
Recovery and adaptation under uncertainty Learning from Feedback Loops Developing methods that allow intelligence to improve continuously from real-world outcomes. Examples include: * Reinforcement ...
Applied Research Intern, Proactive Intelligence & Customer World Models (PhD / Graduate Co-op)
Iowa City, IA · On-site
Recovery and adaptation under uncertainty Learning from Feedback Loops Developing methods that allow intelligence to improve continuously from real-world outcomes. Examples include: * Reinforcement ...
Applied Research Intern, Proactive Intelligence & Customer World Models (PhD / Graduate Co-op)
Iowa City, IA · On-site
Recovery and adaptation under uncertainty Learning from Feedback Loops Developing methods that allow intelligence to improve continuously from real-world outcomes. Examples include: * Reinforcement ...
Recovery and adaptation under uncertainty Learning from Feedback Loops Developing methods that allow intelligence to improve continuously from real-world outcomes. Examples include: * Reinforcement ...
New
Recovery and adaptation under uncertainty Learning from Feedback Loops Developing methods that allow intelligence to improve continuously from real-world outcomes. Examples include: * Reinforcement ...
New
Applied Research Intern, Proactive Intelligence & Customer World Models (PhD / Graduate Co-op)
Sioux City, IA · Remote
Recovery and adaptation under uncertainty Learning from Feedback Loops Developing methods that allow intelligence to improve continuously from real-world outcomes. Examples include: * Reinforcement ...
Applied Research Intern, Proactive Intelligence & Customer World Models (PhD / Graduate Co-op)
Sioux City, IA · Remote
Recovery and adaptation under uncertainty Learning from Feedback Loops Developing methods that allow intelligence to improve continuously from real-world outcomes. Examples include: * Reinforcement ...
Applied Research Intern, Proactive Intelligence & Customer World Models (PhD / Graduate Co-op)
Sioux City, IA · On-site
Recovery and adaptation under uncertainty Learning from Feedback Loops Developing methods that allow intelligence to improve continuously from real-world outcomes. Examples include: * Reinforcement ...
Applied Research Intern, Proactive Intelligence & Customer World Models (PhD / Graduate Co-op)
Sioux City, IA · On-site
Recovery and adaptation under uncertainty Learning from Feedback Loops Developing methods that allow intelligence to improve continuously from real-world outcomes. Examples include: * Reinforcement ...
Applied Research Intern, Proactive Intelligence & Customer World Models (PhD / Graduate Co-op)
Iowa City, IA · Remote
Recovery and adaptation under uncertainty Learning from Feedback Loops Developing methods that allow intelligence to improve continuously from real-world outcomes. Examples include: * Reinforcement ...
Applied Research Intern, Proactive Intelligence & Customer World Models (PhD / Graduate Co-op)
Iowa City, IA · Remote
Recovery and adaptation under uncertainty Learning from Feedback Loops Developing methods that allow intelligence to improve continuously from real-world outcomes. Examples include: * Reinforcement ...
Recovery and adaptation under uncertainty Learning from Feedback Loops Developing methods that allow intelligence to improve continuously from real-world outcomes. Examples include: * Reinforcement ...
New
Recovery and adaptation under uncertainty Learning from Feedback Loops Developing methods that allow intelligence to improve continuously from real-world outcomes. Examples include: * Reinforcement ...
New
Recovery and adaptation under uncertainty Learning from Feedback Loops Developing methods that allow intelligence to improve continuously from real-world outcomes. Examples include: * Reinforcement ...
New
Recovery and adaptation under uncertainty Learning from Feedback Loops Developing methods that allow intelligence to improve continuously from real-world outcomes. Examples include: * Reinforcement ...
New
Applied Research Intern, Proactive Intelligence & Customer World Models (PhD / Graduate Co-op)
Clinton, IA · Remote
Recovery and adaptation under uncertainty Learning from Feedback Loops Developing methods that allow intelligence to improve continuously from real-world outcomes. Examples include: * Reinforcement ...
Applied Research Intern, Proactive Intelligence & Customer World Models (PhD / Graduate Co-op)
Clinton, IA · Remote
Recovery and adaptation under uncertainty Learning from Feedback Loops Developing methods that allow intelligence to improve continuously from real-world outcomes. Examples include: * Reinforcement ...
Recovery and adaptation under uncertainty Learning from Feedback Loops Developing methods that allow intelligence to improve continuously from real-world outcomes. Examples include: * Reinforcement ...
New
Recovery and adaptation under uncertainty Learning from Feedback Loops Developing methods that allow intelligence to improve continuously from real-world outcomes. Examples include: * Reinforcement ...
New
Applied Research Intern, Proactive Intelligence & Customer World Models (PhD / Graduate Co-op)
Cedar Rapids, IA · On-site
Recovery and adaptation under uncertainty Learning from Feedback Loops Developing methods that allow intelligence to improve continuously from real-world outcomes. Examples include: * Reinforcement ...
Applied Research Intern, Proactive Intelligence & Customer World Models (PhD / Graduate Co-op)
Cedar Rapids, IA · On-site
Recovery and adaptation under uncertainty Learning from Feedback Loops Developing methods that allow intelligence to improve continuously from real-world outcomes. Examples include: * Reinforcement ...
Recovery Intern information
What is a recovery intern?
Recovery Interns are individuals, often students or recent graduates, who assist organizations such as hospitals, rehabilitation centers, or disaster relief teams in supporting recovery processes. Their duties can include helping with patient care, administrative tasks, data collection, or supporting recovery programs under supervision. Recovery Interns gain hands-on experience in their field while contributing to the wellbeing and progress of individuals or communities in recovery. This role is typically temporary and designed to provide valuable training and exposure to real-world recovery work.
What are the typical responsibilities and learning opportunities for a recovery intern in a healthcare setting?
As a Recovery Intern, you'll support the recovery team by assisting with patient care, documentation, and administrative tasks within a clinical or rehabilitation environment. You'll gain hands-on experience in patient interaction, learn about treatment plans, and observe the collaboration between nurses, therapists, and case managers. This role offers valuable exposure to the recovery process and provides opportunities to develop communication, organizational, and clinical observation skills, which are important for those considering a career in healthcare or social services.
What are the key skills and qualifications needed to thrive as a recovery intern, and why are they important?
To thrive as a Recovery Intern, you typically need a background in psychology, social work, or counseling, often as a current student or recent graduate, along with a foundational understanding of substance use and recovery principles. Familiarity with case management systems, group facilitation tools, and data entry software is often required. Strong interpersonal skills, empathy, active listening, and the ability to maintain confidentiality are crucial soft skills for supporting clients in recovery. These skills ensure effective support for individuals on their recovery journey, help build trust, and contribute to a positive team environment in recovery settings.
What is the difference between Recovery Intern vs Recovery Technician?
| Aspect | Recovery Intern | Recovery Technician |
|---|---|---|
| Required Credentials | High school diploma or equivalent; some internships may require coursework in health or social services | High school diploma or equivalent; certifications like CPR or first aid often preferred |
| Work Environment | Internship setting, often supervised, in healthcare or social service facilities | Hands-on work in healthcare, hospitals, or recovery centers, with more direct patient interaction |
| Employer & Industry Usage | Used in healthcare, social services, and rehabilitation programs as an entry-level position for training | Common in healthcare and recovery centers, providing direct recovery or rehabilitation services |
Recovery Interns typically gain experience through supervised internships, focusing on learning and observation. Recovery Technicians perform direct recovery or rehabilitation tasks, requiring more hands-on skills and certifications. The internship serves as a training pathway to becoming a Recovery Technician, who plays a more active role in patient recovery processes.
What are the most commonly searched types of Recovery jobs in Iowa?
The most popular types of Recovery jobs in Iowa are:
What are popular job titles related to Recovery Intern jobs in Iowa?
For Recovery Intern jobs in Iowa, the most frequently searched job titles are:
What job categories do people searching Recovery Intern jobs in Iowa look for?
The top searched job categories for Recovery Intern jobs in Iowa are:
What cities in Iowa are hiring for Recovery Intern jobs?
Cities in Iowa with the most Recovery Intern job openings:
Applied Research Intern, Proactive Intelligence & Customer World Models (PhD / Graduate Co-op)
Remote
Internship
Posted 2 days ago
New
Block rating
7.9
Based on 16 frontline employees who took The Breakroom Quiz
9th of 21 rated payment service providers
Job description
Team: Apollo - Block Applied R&D Location: Remote (US / Canada) Duration: Fall/Winter 2026 co-op - 8 months, flexible start September 2026 Level: Graduate student (MS or PhD, returning to your program after the co-op)
About Apollo
Apollo leads Block's efforts to build the Customer World Model (CWM) : a continuously evolving representation of each customer's goals, context, history, constraints, and likely future needs.
The CWM powers proactive intelligence across Block's ecosystem. Instead of customers navigating products in search of features, intelligence observes their world, understands what matters, anticipates what comes next, and initiates actions on their behalf.
We believe the next generation of AI products will not be defined by chat interfaces or isolated agents. They will be defined by rich world models that enable systems to reason over a customer's evolving state, make better decisions, and learn continuously from outcomes. Apollo designs, prototypes, and guides the development of this intelligence layer.
About the role
We're hiring a small cohort of graduate research interns to help build the foundations of proactive intelligence.
This is not a traditional internship. You'll own a research problem end-to-end: framing the question, developing methods, running experiments, publishing findings, and, when successful, shipping your work into production systems used by millions of customers and sellers.
You'll work at the intersection of representation learning, foundation models, reinforcement learning, causal reasoning, agentic systems, and product intelligence. The goal is not simply to build smarter models, but to build systems that develop a deeper understanding of customers and use that understanding to make better decisions over time.
Past interns have shipped production systems within months and published their work in the same year.
What you'll work on
Depending on your interests and Apollo's roadmap, you'll focus on one or more of the following areas:
Customer World Models
Building rich representations of customers from event streams, financial activity, operational signals, and behavioral data.
Examples include:
- Representation learning over long-horizon customer histories
- Event-based foundation models
- Multi-modal customer representations spanning structured, sequential, and graph data
- Memory architectures for long-term customer understanding
Proactive Intelligence
Developing systems that can anticipate customer needs and initiate helpful actions before being asked.
Examples include:
- Opportunity detection and next-best-action systems
- Long-horizon planning and decision-making
- Preference and goal inference
- Learning when intervention creates value versus friction
Agentic Decision Systems
Building agents that reason over customer world models and take actions in real environments.
Examples include:
- Tool use and planning
- Multi-step reasoning over customer state
- Autonomous workflow execution
- Recovery and adaptation under uncertainty
Learning from Feedback Loops
Developing methods that allow intelligence to improve continuously from real-world outcomes.
Examples include:
- Reinforcement learning from customer and product feedback
- Reward modeling and preference learning
- Counterfactual evaluation
- Credit assignment over long decision horizons
Evaluation and Measurement
Building evaluation frameworks that predict real-world performance, trust, and customer value.
Examples include:
- Simulated customer environments
- Longitudinal evaluation
- Decision quality metrics
- Safety and reliability benchmarks
What we're looking for
We're looking for researchers interested in building systems that understand people, learn from experience, and improve over time.
Required
- Currently enrolled in an MS or PhD program in Computer Science, Machine Learning, Statistics, Mathematics, Operations Research, or a related field, and returning to that program after the co-op.
- Strong foundations in modern machine learning, including deep learning, optimization, representation learning, and foundation models.
- Experience conducting independent research and translating ideas into working systems.
- Fluency in Python and experience with PyTorch, JAX, or similar frameworks.
- Evidence of research excellence through publications, open-source contributions, technical leadership, or equivalent work.
Nice to have
- Experience with large language models and agentic systems.
- Experience with reinforcement learning, reward modeling, or sequential decision-making.
- Experience with representation learning for structured, temporal, or graph data.
- Familiarity with large-scale training and production ML systems.
- Interest in building AI systems that directly affect customer outcomes.
What you'll get
- Direct mentorship from researchers working on the future of proactive intelligence at Block.
- Access to large-scale datasets, modern infrastructure, frontier models, and substantial compute resources.
- Opportunities to publish and contribute to open-source projects.
- A chance to shape foundational technology that could power the next generation of Block products.
- Exposure to both scientific research and product deployment, with a clear path from idea to impact.
Application Guidelines
Candidates may submit up to 9 active applications within a 60-day period. Reapplications to the same role are accepted 90 days after a previous application has been reviewed.
Use of AI in Our Hiring Process
We may use automated AI tools to evaluate job applications for efficiency and consistency. These tools comply with local regulations, including bias audits, and we handle all personal data in accordance with state and local privacy laws.
Contact us here with hiring practice or data usage questions.
Every benefit we offer is designed with one goal: empowering you to do the best work of your career while building the life you want. Remote work, medical insurance, flexible time off, retirement savings plans, and modern family planning are just some of our offering. Check out our other benefits at Block.
Block, Inc. (NYSE: XYZ) builds technology to increase access to the global economy. Each of our brands unlocks different aspects of the economy for more people. Square makes commerce and financial services accessible to sellers. Cash App is the easy way to spend, send, and store money. Afterpay is transforming the way customers manage their spending over time. TIDAL is a music platform that empowers artists to thrive as entrepreneurs. Bitkey is a simple self-custody wallet built for bitcoin. Proto is a suite of bitcoin mining products and services. Together, we're helping build a financial system that is open to everyone.