As a trader, CCI deploys capital on a proprietary basis in the physical and financial commodity ... Our Machine Learning Internship provides a unique opportunity to work with fundamental market data ...
As a trader, CCI deploys capital on a proprietary basis in the physical and financial commodity ... Our Machine Learning Internship provides a unique opportunity to work with fundamental market data ...
As a trader, CCI deploys capital on a proprietary basis in the physical and financial commodity ... Our Machine Learning Internship provides a unique opportunity to work with fundamental market data ...
As a trader, CCI deploys capital on a proprietary basis in the physical and financial commodity ... Our Machine Learning Internship provides a unique opportunity to work with fundamental market data ...
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One or more certifications in artificial intelligence, machine learning, Amazon Web Services ... Work you'll do As a Finance Analytics & AI Manager on the Finance Transformation team, you'll work ...
One or more certifications in artificial intelligence, machine learning, Amazon Web Services ... Work you'll do As a Finance Analytics & AI Manager on the Finance Transformation team, you'll work ...
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Implement machine learning models for predictive forecasting and trend analysis within the planning framework * Build anomaly detection systems to identify unusual patterns in financial data and flag ...
Machine Learning Finance information
See Connecticut salary details
$23.8K - $33.3K
0% of jobs
$33.3K - $42.9K
5% of jobs
$42.9K - $52.5K
4% of jobs
$52.5K - $62K
7% of jobs
$62K - $71.6K
7% of jobs
$71.9K is the 25th percentile. Wages below this are outliers.
$71.6K - $81.1K
16% of jobs
The median wage is $85.9K / yr.
$81.1K - $90.7K
19% of jobs
$90.7K - $100.2K
14% of jobs
$101.3K is the 75th percentile. Wages above this are outliers.
$100.2K - $109.8K
14% of jobs
$109.8K - $119.3K
9% of jobs
$119.3K - $128.9K
4% of jobs
$23.8K
$88.1K
$128.9K
How much do machine learning finance jobs pay per year?
Can machine learning be used in finance?
What are the key skills and qualifications needed to thrive in machine learning finance, and why are they important?
To excel in Machine Learning Finance, you need strong quantitative skills, proficiency in programming (typically Python or R), and a solid background in both finance and machine learning, often supported by a relevant degree such as in computer science, statistics, mathematics, or finance. Familiarity with machine learning libraries (like TensorFlow, scikit-learn), financial modeling tools, and certifications such as CFA or FRM can be highly beneficial. Excellent problem-solving abilities, communication skills, and a collaborative attitude help professionals translate complex data into practical financial insights and work effectively with both technical and non-technical stakeholders. These competencies enable you to create robust predictive models, drive innovation in financial analysis, and ensure sound decision-making in dynamic industry settings.
What are some typical challenges faced by professionals in machine learning finance roles?
Professionals in Machine Learning Finance often encounter challenges such as working with noisy or incomplete financial data, keeping up with rapidly evolving algorithms, and ensuring model compliance with industry regulations. They may also need to bridge the gap between technical model development and practical business needs, communicating complex findings to non-technical teams. These roles typically involve close collaboration with traders, financial analysts, and risk managers to ensure that machine learning solutions are both accurate and actionable. Facing these challenges can be rewarding, offering significant opportunities for skill development and career advancement in a data-driven financial landscape.
What is a machine learning finance?
A Machine Learning Finance job involves applying machine learning techniques to financial problems such as risk assessment, algorithmic trading, fraud detection, and portfolio optimization. Professionals in this field build predictive models, analyze large datasets, and automate decision-making processes to improve financial performance. They typically work with tools like Python, TensorFlow, and financial datasets to develop AI-driven solutions. These roles require expertise in machine learning, statistics, and financial markets, often blending data science with quantitative finance.

Data Science Machine Learning Internship (Summer 2027)
Stamford, CT • On-site
Full-time
Posted 20 days ago
Job description
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