136 applicants
The Carlyle Group · 2 days ago
Financial Data Scientist, Machine Learning
District of Columbia, United States
Full-time
Onsite
Mid Level
$140K/yr - $160K/yr
3+ years exp
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Responsibilities
Model Development & Implementation: Design and implement Machine Learning models for predictive analytics in the private equity sector, encompassing the full lifecycle from exploratory data analysis to deployment.
Model Optimization & Management: Continuously analyze and refine model performance. Ensure robust testing, effective deployment, and ongoing maintenance in a production environment.
Data Analysis & Insight Generation: Identify, analyze, and interpret complex data trends within private equity markets, contributing to data-driven decision-making.
Collaboration & Technical Leadership: Collaborate with data engineers to enhance data pipelines and automate processing tasks; and with Quant Researchers to validate the backtests. Communicate project statuses, findings, and recommendations effectively with diverse stakeholders.
Industry Trend Awareness & Skill Development: Stay abreast of the latest in statistical and ML techniques, particularly those relevant to
Qualification
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Required
Bachelor's degree in a STEM field required.
At least 3-5 years in data science or machine learning, with experience in finance or private equity.
Expertise in Python and its data-related libraries (e.g., Numpy, Pandas, Scikit-learn).
Deep understanding of ML algorithms for time series analysis and model selection.
Proficiency in SQL and experience with cloud computing (AWS preferred).
Demonstrated experience in managing ML models in production, including aspects like scaling and monitoring.
Strong analytical, problem-solving, and communication skills.
Preferred
Master's degree in Computer Science, Data Science, Statistics, Mathematics, or related field preferred.
Familiarity with MLOps tools and practices is a plus.
Benefits
Retirement benefits
Health insurance
Life insurance and disability
Paid time off
Paid holidays
Family planning benefits
Wellness programs
Annual discretionary incentive program
Company
The Carlyle Group
The Carlyle Group is a private equity firm that caters to early and later-stage companies.
1,001-5,000 employees
H1B Sponsorship
The Carlyle Group has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Trends of Total Sponsorships
2020 (3)
Funding
Current Stage
Public CompanyTotal Funding
$2.5BKey Investors
Audax Private Debt
2023-10-03Debt Financing· $2.5B
2020-06-26Debt Financing· Undisclosed
2012-05-03IPO· nasdaq:CG
Leadership Team
Curtis Buser
Managing Director and Chief Financial Officer
John Redett
Chief Financial Officer
Recent News
Global Legal Chronicle
2024-05-31
MarketScreener
2024-05-26
2024-05-24
Company data provided by crunchbase
