September 1, 11:59pm EST Program Summary - Commercial Technology Internships Company Overview ... reinforcement learning, or predictive modeling to solve problems involving complex data patterns ...
September 1, 11:59pm EST Program Summary - Commercial Technology Internships Company Overview ... reinforcement learning, or predictive modeling to solve problems involving complex data patterns ...
Research Scientist, Learnable Planner
Dallas, TX · On-site +1
$158K - $269K/yr
... reinforcement learning, optimal control, optimization based approaches, search methods, probabilistic decision making). - Demonstrated research experience through previous internships, work ...
Research Scientist, Learnable Planner
Dallas, TX · On-site +1
$158K - $269K/yr
... reinforcement learning, optimal control, optimization based approaches, search methods, probabilistic decision making). - Demonstrated research experience through previous internships, work ...
Research Scientist, Learnable Planner
Dallas, TX · On-site +1
$158K - $269K/yr
... reinforcement learning, optimal control, optimization based approaches, search methods, probabilistic decision making). - Demonstrated research experience through previous internships, work ...
Quick apply
Research Scientist, Learnable Planner
Dallas, TX · On-site +1
$158K - $269K/yr
... reinforcement learning, optimal control, optimization based approaches, search methods, probabilistic decision making). - Demonstrated research experience through previous internships, work ...
Research Scientist, Learnable Planner
Dallas, TX · On-site +1
$158K - $269K/yr
... reinforcement learning, optimal control, optimization based approaches, search methods, probabilistic decision making). - Demonstrated research experience through previous internships, work ...
Research Scientist, Learnable Planner
Dallas, TX · On-site +1
$158K - $269K/yr
... reinforcement learning, optimal control, optimization based approaches, search methods, probabilistic decision making). - Demonstrated research experience through previous internships, work ...
Research Scientist, Simulation Agents
Dallas, TX · On-site +1
$158K - $269K/yr
... reinforcement learning, generative models, foundation models, planning and search, and other ... Mentor junior scientists and interns; foster a culture of scientific rigor and rapid ...
Research Scientist, Simulation Agents
Dallas, TX · On-site +1
$158K - $269K/yr
... reinforcement learning, generative models, foundation models, planning and search, and other ... Mentor junior scientists and interns; foster a culture of scientific rigor and rapid ...
Research Scientist, Simulation Agents
Dallas, TX · On-site +1
$158K - $269K/yr
... reinforcement learning, generative models, foundation models, planning and search, and other ... Mentor junior scientists and interns; foster a culture of scientific rigor and rapid ...
Quick apply
Research Scientist, Simulation Agents
Dallas, TX · On-site +1
$158K - $269K/yr
... reinforcement learning, generative models, foundation models, planning and search, and other ... Mentor junior scientists and interns; foster a culture of scientific rigor and rapid ...
Research Scientist, Simulation Agents
Dallas, TX · On-site +1
$158K - $269K/yr
... reinforcement learning, generative models, foundation models, planning and search, and other ... Mentor junior scientists and interns; foster a culture of scientific rigor and rapid ...
Research Scientist, Simulation Agents
Dallas, TX · On-site +1
$158K - $269K/yr
... reinforcement learning, generative models, foundation models, planning and search, and other ... Mentor junior scientists and interns; foster a culture of scientific rigor and rapid ...
... internship. SKILLS AND REQUIREMENTS * Python Proficiency: Demonstrated ability to write clean ... Reinforcement Learning o: Familiarity with RL training loops, policy rollouts models. EDUCATION and ...
New
... internship. SKILLS AND REQUIREMENTS * Python Proficiency: Demonstrated ability to write clean ... Reinforcement Learning o: Familiarity with RL training loops, policy rollouts models. EDUCATION and ...
New
Hardware Systems Engineering
$122K - $161K/yr
... and reinforcement learning, as well as other related areas such as accessibility, privacy, and ... Prior internship(s), group or personal project exposure, TA and/or work experience. This posting is ...
Hardware Systems Engineering
$122K - $161K/yr
... and reinforcement learning, as well as other related areas such as accessibility, privacy, and ... Prior internship(s), group or personal project exposure, TA and/or work experience. This posting is ...
Hardware Systems Engineering
$122K - $161K/yr
... and reinforcement learning, as well as other related areas such as accessibility, privacy, and ... Prior internship(s), group or personal project exposure, TA and/or work experience. This posting is ...
Hardware Systems Engineering
$122K - $161K/yr
... and reinforcement learning, as well as other related areas such as accessibility, privacy, and ... Prior internship(s), group or personal project exposure, TA and/or work experience. This posting is ...
Hardware Systems Engineering
$122K - $161K/yr
... and reinforcement learning, as well as other related areas such as accessibility, privacy, and ... Prior internship(s), group or personal project exposure, TA and/or work experience. This posting is ...
Hardware Systems Engineering
$122K - $161K/yr
... and reinforcement learning, as well as other related areas such as accessibility, privacy, and ... Prior internship(s), group or personal project exposure, TA and/or work experience. This posting is ...
Hardware Systems Engineering
Austin, TX · On-site
$122K - $161K/yr
... and reinforcement learning, as well as other related areas such as accessibility, privacy, and ... Prior internship(s), group or personal project exposure, TA and/or work experience. This posting is ...
Hardware Systems Engineering
Austin, TX · On-site
$122K - $161K/yr
... and reinforcement learning, as well as other related areas such as accessibility, privacy, and ... Prior internship(s), group or personal project exposure, TA and/or work experience. This posting is ...
Intern, Applied AI
$22 - $40/hr
The internship will focus on creating AI agents capable of analyzing industrial control ... Experience in the following Python, machine learning or Generative AI, reinforcement learning ...
New
Intern, Applied AI
$22 - $40/hr
The internship will focus on creating AI agents capable of analyzing industrial control ... Experience in the following Python, machine learning or Generative AI, reinforcement learning ...
New
... internship. SKILLS AND REQUIREMENTS * Python Proficiency: Demonstrated ability to write clean ... Reinforcement Learning o: Familiarity with RL training loops, policy rollouts models. EDUCATION and ...
New
... internship. SKILLS AND REQUIREMENTS * Python Proficiency: Demonstrated ability to write clean ... Reinforcement Learning o: Familiarity with RL training loops, policy rollouts models. EDUCATION and ...
New
Intern, Applied AI
$22 - $40/hr
The internship will focus on creating AI agents capable of analyzing industrial control ... Experience in the following Python, machine learning or Generative AI, reinforcement learning ...
New
Intern, Applied AI
$22 - $40/hr
The internship will focus on creating AI agents capable of analyzing industrial control ... Experience in the following Python, machine learning or Generative AI, reinforcement learning ...
New
... internships, portfolio development, and experiential learning opportunities. * Support recording, sound reinforcement, and technical production needs associated with departmental performances ...
... internships, portfolio development, and experiential learning opportunities. * Support recording, sound reinforcement, and technical production needs associated with departmental performances ...
Educational Clinician / Tutor
Austin, TX · On-site
$21/hr
Implement positive reinforcement strategies that maximize learning. * Facilitate the use of the ... Internship credits may be available. What We're Looking For We value transferable skills and a ...
Educational Clinician / Tutor
Austin, TX · On-site
$21/hr
Implement positive reinforcement strategies that maximize learning. * Facilitate the use of the ... Internship credits may be available. What We're Looking For We value transferable skills and a ...
Educational Clinician / Tutor
Austin, TX · On-site
$21/hr
Implement positive reinforcement strategies that maximize learning. * Facilitate the use of the ... Internship credits may be available. What We're Looking For We value transferable skills and a ...
Educational Clinician / Tutor
Austin, TX · On-site
$21/hr
Implement positive reinforcement strategies that maximize learning. * Facilitate the use of the ... Internship credits may be available. What We're Looking For We value transferable skills and a ...
Successful candidates will demonstrate strong learning agility, resilience, initiative ... Demonstrated leadership potential through internships, student organizations, athletics, military ...
Successful candidates will demonstrate strong learning agility, resilience, initiative ... Demonstrated leadership potential through internships, student organizations, athletics, military ...
Successful candidates will demonstrate strong learning agility, resilience, initiative ... Demonstrated leadership potential through internships, student organizations, athletics, military ...
Successful candidates will demonstrate strong learning agility, resilience, initiative ... Demonstrated leadership potential through internships, student organizations, athletics, military ...
Reinforcement Learning Internship information
What are some common challenges faced during a Reinforcement Learning Internship and how can I prepare for them?
As a Reinforcement Learning Intern, you may encounter challenges such as tuning hyperparameters, managing computational resources, and understanding the intricacies of reward design. Interns often work with large datasets and complex environments, which can be resource-intensive and require efficient coding skills. To prepare, it's helpful to familiarize yourself with popular RL frameworks (like TensorFlow or PyTorch), brush up on mathematical concepts such as Markov Decision Processes, and practice implementing algorithms from academic papers. Collaboration with senior researchers and regular code reviews are also key aspects of the internship experience.
What is a Reinforcement Learning Internship?
A Reinforcement Learning Internship is a temporary position, often for students or recent graduates, where you work on projects involving reinforcement learning—a type of machine learning where agents learn by interacting with their environment to achieve goals. Interns typically assist with research, data analysis, algorithm development, and experimentation under the supervision of experienced professionals. This role provides hands-on experience with RL frameworks, coding in languages like Python, and exposure to real-world applications such as robotics, gaming, or autonomous systems. The internship helps build practical skills and can pave the way for advanced study or a career in artificial intelligence research.
What are the key skills and qualifications needed to thrive as a Reinforcement Learning Intern, and why are they important?
To thrive as a Reinforcement Learning Intern, you need a strong background in mathematics (especially probability, statistics, and linear algebra), programming proficiency (commonly in Python), and foundational knowledge of machine learning concepts. Experience with libraries and frameworks such as TensorFlow, PyTorch, OpenAI Gym, and familiarity with relevant research papers or coursework are highly beneficial. Analytical thinking, creativity, and effective communication skills help interns solve complex problems and collaborate with research teams. These skills are crucial for contributing to innovative RL projects and efficiently learning from real-world experimentation.
What is the difference between Reinforcement Learning Internship vs Machine Learning Internship?
| Aspect | Reinforcement Learning Internship | Machine Learning Internship |
|---|---|---|
| Required Skills | Reinforcement learning algorithms, Python, data analysis | Supervised/unsupervised learning, Python, data preprocessing |
| Work Environment | Research labs, AI startups, tech companies | Tech firms, research institutions, data-driven companies |
| Industry Usage | Specialized in decision-making models and sequential learning | Broader applications including classification, regression, clustering |
Reinforcement Learning Internship focuses on decision-making algorithms and sequential learning, often in research or AI startup environments. Machine Learning Internship covers a wider range of algorithms and applications, suitable for various industries. Both roles require programming skills and a background in data science, but reinforcement learning internships are more specialized in AI decision systems.
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Data Science Machine Learning Internship (Summer 2027)
Houston, TX
Full-time
Posted 10 days ago
Job description
Application Deadline: September 1, 11:59pm EST
Program Summary - Commercial Technology Internships
Company Overview:
Castleton Commodities International is a leading global energy commodities merchant and infrastructure asset investor. As a trader, CCI deploys capital on a proprietary basis in the physical and financial commodity markets, providing the Company with market insights and access. As a strategic investor and developer, CCI leverages its market expertise, operations capabilities, and industry knowledge to invest in, and develop, select commodity infrastructure assets. Our strategically integrated platform has generated strong risk-adjusted returns for our investors since our formation.
Position Overview:
CCI is developing a leading-edge Data Science platform, as staying at the forefront of data management and analytics is essential to our investment strategy. We are looking for motivated and detail-oriented Machine Learning Interns with a strong interest in quantitative analysis, particularly time series forecasting to join our Global Data Science team in Stamford, CT, Houston, TX, or New York City offices. Our Machine Learning Internship provides a unique opportunity to work with fundamental market data, generating insights that support our commercial trading business. You will be responsible for analyzing time series data related to market fundamentals in the Power, Natural Gas, and Oil sectors, helping to identify key supply and demand drivers. These insights will play a vital role in forecasting price movements and supporting risk management decisions.
Responsibilities:
- Apply mathematical and statistical knowledge to enhance existing machine learning applications and explore new solutions.
- Work closely with Data Scientists, Analysts, and Traders to design, implement, and optimize machine learning models for time series forecasting, including ARIMA/SARIMA, gradient boosting methods (e.g., XGBoost), LSTM networks, and linear regression-based approaches.
- Assist in designing and implementing end-to-end data ingestion processes, ensuring seamless data flow to investing teams.
- Work with desk heads, traders, and analysts to understand current data architecture, investment processes, and functional requirements for data science analysis.
- Contribute to identifying and back-testing new data sets, leveraging machine learning techniques to drive insights.
- Conduct ad hoc research on emerging project topics, including energy fundamental data, analytics trends, and best practices in big data and artificial intelligence.
Qualifications:
- Currently pursuing a Bachelor's Degree or higher in Mathematics, Statistics, Physics, Computer Science or related technical field with a focus in Machine Learning.
- Expected graduation date of Winter 2027 or Spring/Summer 2028.
- Experience applying machine learning techniques such as regression, time series forecasting, deep learning, reinforcement learning, or predictive modeling to solve problems involving complex data patterns and market dynamics.
- Strong programming experience in Python (preferred libraries: Pandas, NumPy, etc.)
- Ability to communicate and interact with a wide range of users, from very technical to non-technical backgrounds.
- Strong analytical skills with demonstrated attention to detail.
About Castleton Commodities International
Sourced by ZipRecruiter
Industry
Oil and gas extraction
Company size
501 - 1,000 Employees
Headquarters location
Stamford, CT, US
Year founded
1997