Overview
News
Technologies
Salaries
Products
People
Growth
Jobs
Financials
Overview
Vatic Labs is a quantitative trading firm.
News
How 9 hedge funds including Millennium and AQR are thinking about AI - and the 11 experts leading the charge
Hedge funds have been on an AI hiring tear as firms look to solidify their teams and strategies. Wall Street aims to use AI to boost productivity and performance and cut costs. Business Insider takes you inside the booming world of AI at the country's big
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Report
How 9 hedge funds including Millennium and AQR are thinking about AI - and the 11 experts leading the charge
Hedge funds are readying their troops for an AI revolution. Here are the top experts leading the charge at nine hedge funds.
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Vatic Investments Appoints Li Deng, Ph.D., as Chief Artificial Intelligence Officer and Global Head of Machine Learning
Vatic Investments ("Vatic" or the "Firm"), a systematic quantitative investment manager, announced today the appointment of Li Deng, Ph.D., as Chief Artificial Intelligence Officer and Global Head of Machine Learning, effective May 9, 2022. Dr. Deng will
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Vatic Investments Appoints Li Deng, Ph.D., as Chief Artificial Intelligence Officer and Global Head of Machine Learning
Vatic Investments (
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JAMES CHIU INTERVIEWED BY PETER RABEY ON THE LEADERSHIP LEARNS PODCAST - "NEW PEOPLE ARE THE CHANGE AGENTS"
Our CEO, James Chiu, shares his inspiring philosophy behind Vatic Investments. With plans to expand our global presence in New York, London and Singapore, James shares how he has built a world-class team with some of the best mathematicians and physicists
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Technologies
Tech DNA
Python
C++
PyTorch
TensorFlow
GPT-4
AI/ML
Python
C++
Time Series Forecasting
Multimodal AI
NLP
Prompt Engineering
PyTorch
Quantization
TensorFlow
PyTorch C++
TensorFlow C++
NumPy
SciPy
GPT-4
Stack modernity
73/100
How modern this stack is, based on technology relevance, AI adoption and the share of legacy tools.
In-demand technologies
Python
6 jobs
Required
$275k
+53% vs market
C++
6 jobs
Required
$275k
+38% vs market
Time Series Forecasting
3 jobs
Required
$250k
+23% vs market
Multimodal AI
2 jobs
Required
$275k
-3% vs market
Quantization
2 jobs
Required
$250k
-3% vs market
Prompt Engineering
2 jobs
Required
$250k
+37% vs market
NLP
2 jobs
Required
$250k
+40% vs market
TensorFlow
2 jobs
Required
$250k
+22% vs market
Salary medians are calculated from this company's open jobs and compared with the market.
Stack changes
Time Series Forecasting
Aug 2026
GPT-4
Aug 2026
SciPy
Aug 2026
NumPy
Aug 2026
TensorFlow C++
Aug 2026
TensorFlow
Aug 2026
Quantization
Aug 2026
PyTorch C++
Aug 2026
Technologies recently added to or removed from this company's stack - a signal of tech migrations and new initiatives.
Salary insights
Compensation ranges based on this company's open jobs
Median
$275k
Typical range
$250k – $350k
Open positions
4
1
Jobs
Junior
100%
| Level | Jobs | Median | Typical range |
|---|---|---|---|
| Junior | 1 | $350k | $350k |
Highest paying role
Quantitative Developer
$350k
Normalized to USD per year
Growth
Hiring Momentum
63/100
Growing
Open positions
8
0 opened / 0 closed in 30 days
ATS activity
Every ~2 days
08/31/2026
Hiring Dynamics
+100%
Hiring Focus
The percentage next to each role is its share of the company's job openings over the last 90 days; the arrow shows the shift versus the previous period.
AI/ML
63% ▼
Backend
25% ▼
Data Science
13% ▼
Activity Timeline
New location: Abu Dhabi
Aug 2026
Added Time Series Forecasting to stack
Aug 2026
Added GPT-4 to stack
Aug 2026
Added SciPy to stack
Aug 2026
Added NumPy to stack
Aug 2026
Added TensorFlow C++ to stack
Aug 2026
Added TensorFlow to stack
Aug 2026
Added Quantization to stack
Aug 2026
Added PyTorch C++ to stack
Aug 2026
Added PyTorch to stack
Aug 2026
Added Prompt Engineering to stack
Aug 2026
Added NLP to stack
Aug 2026
Jobs
$175k – $275k per year • In office • New York
C++
Apply
$150k – $350k per year • In office • 2+ years exp • Bachelor's Degree • New York
C++
Python
Apply
$175k – $250k per year • In office • PhD • New York
C++
Python
PyTorch C++
TensorFlow C++
AI/ML
NLP
Prompt Engineering
PyTorch
Quantization
TensorFlow
GPT-4
Time Series Forecasting
Apply
$175k – $275k per year • In office • New York
Python
Multimodal AI
Apply
Apply
Apply
In office • Master's Degree • Abu Dhabi
C++
Python
PyTorch C++
TensorFlow C++
AI/ML
NLP
Prompt Engineering
PyTorch
Quantization
TensorFlow
Time Series Forecasting
Apply
In office • Internship • Master's Degree • Abu Dhabi
C++
Python
NumPy
SciPy
Time Series Forecasting
Apply

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