What you offer * 0-3 years of experience in a quantitative, analytical, or financial modelling role ... stochastic processes. * Strong analytical and problem‑solving skills, attention to detail, and ...
What you offer * 0-3 years of experience in a quantitative, analytical, or financial modelling role ... stochastic processes. * Strong analytical and problem‑solving skills, attention to detail, and ...
Sr. Data Scientist, Ops Research
Irving, TX · On-site
$136K - $227K/yr
... modelling. The candidate should possess the ability to develop statistical models and derive ... Demonstrated experience in developing stochastic process simulations to guide business decisions ...
Sr. Data Scientist, Ops Research
Irving, TX · On-site
$136K - $227K/yr
... modelling. The candidate should possess the ability to develop statistical models and derive ... Demonstrated experience in developing stochastic process simulations to guide business decisions ...
Build valuation templates and analytics tools with strong optionality modelling capabilities (stochastic methods, scenario analysis). * Contribute valuation and optionality insight to large global ...
Build valuation templates and analytics tools with strong optionality modelling capabilities (stochastic methods, scenario analysis). * Contribute valuation and optionality insight to large global ...
Build valuation templates and analytics tools with strong optionality modelling capabilities (stochastic methods, scenario analysis). * Contribute valuation and optionality insight to large global ...
Build valuation templates and analytics tools with strong optionality modelling capabilities (stochastic methods, scenario analysis). * Contribute valuation and optionality insight to large global ...
Sr. Data Scientist, Ops Research
Irving, TX · On-site
$136K - $227K/yr
... modelling. The candidate should possess the ability to develop statistical models and derive ... Demonstrated experience in developing stochastic process simulations to guide business decisions ...
Sr. Data Scientist, Ops Research
Irving, TX · On-site
$136K - $227K/yr
... modelling. The candidate should possess the ability to develop statistical models and derive ... Demonstrated experience in developing stochastic process simulations to guide business decisions ...
Build valuation templates and analytics tools with strong optionality modelling capabilities (stochastic methods, scenario analysis). * Contribute valuation and optionality insight to large global ...
Build valuation templates and analytics tools with strong optionality modelling capabilities (stochastic methods, scenario analysis). * Contribute valuation and optionality insight to large global ...
Build valuation templates and analytics tools with strong optionality modelling capabilities (stochastic methods, scenario analysis). * Contribute valuation and optionality insight to large global ...
Build valuation templates and analytics tools with strong optionality modelling capabilities (stochastic methods, scenario analysis). * Contribute valuation and optionality insight to large global ...
Sr. Data Scientist, Ops Research
Irving, TX · On-site
$136K - $227K/yr
... modelling. The candidate should possess the ability to develop statistical models and derive ... Demonstrated experience in developing stochastic process simulations to guide business decisions ...
Sr. Data Scientist, Ops Research
Irving, TX · On-site
$136K - $227K/yr
... modelling. The candidate should possess the ability to develop statistical models and derive ... Demonstrated experience in developing stochastic process simulations to guide business decisions ...
Sr. Data Scientist, Ops Research
Irving, TX · On-site
$136K - $227K/yr
... modelling. The candidate should possess the ability to develop statistical models and derive ... Demonstrated experience in developing stochastic process simulations to guide business decisions ...
Sr. Data Scientist, Ops Research
Irving, TX · On-site
$136K - $227K/yr
... modelling. The candidate should possess the ability to develop statistical models and derive ... Demonstrated experience in developing stochastic process simulations to guide business decisions ...
Quantitative Strategist (Emerging Markets - Vice President
New York, NY · On-site
$155K - $252K/yr
Strong quantitative analytic and modelling understanding with practical pricing and risk management ... Strong understanding of math skills in probability, stochastic calculus, and numerical methods
Quantitative Strategist (Emerging Markets - Vice President
New York, NY · On-site
$155K - $252K/yr
Strong quantitative analytic and modelling understanding with practical pricing and risk management ... Strong understanding of math skills in probability, stochastic calculus, and numerical methods
Strong technical pricing skills with knowledge of exposure-based pricing, experience modelling, catastrophe modelling and stochastic simulation techniques. SUPERVISORY RESPONSIBILITIES This role does ...
Strong technical pricing skills with knowledge of exposure-based pricing, experience modelling, catastrophe modelling and stochastic simulation techniques. SUPERVISORY RESPONSIBILITIES This role does ...
Strong technical pricing skills with knowledge of exposure-based pricing, experience modelling, catastrophe modelling and stochastic simulation techniques. SUPERVISORY RESPONSIBILITIES This role does ...
Strong technical pricing skills with knowledge of exposure-based pricing, experience modelling, catastrophe modelling and stochastic simulation techniques. SUPERVISORY RESPONSIBILITIES This role does ...
... capital modelling or pricing. Responsibilities * Provide technical leadership in your area of ... Validate, challenge and sign-off model outputs and assumptions (deterministic and stochastic ...
... capital modelling or pricing. Responsibilities * Provide technical leadership in your area of ... Validate, challenge and sign-off model outputs and assumptions (deterministic and stochastic ...
Staff Software Engineer, Fleet Optimization
San Francisco, CA · On-site
$251K - $310K/yr
... system modelling) , optimization (gradient descent, linear algebra, filtering), control (linear, state space, stochastic, feedback control), operations research (constraint optimization, Linear ...
Staff Software Engineer, Fleet Optimization
San Francisco, CA · On-site
$251K - $310K/yr
... system modelling) , optimization (gradient descent, linear algebra, filtering), control (linear, state space, stochastic, feedback control), operations research (constraint optimization, Linear ...
Staff Software Engineer, Fleet Optimization
San Francisco, CA · On-site
$251K - $310K/yr
... system modelling) , optimization (gradient descent, linear algebra, filtering), control (linear, state space, stochastic, feedback control), operations research (constraint optimization, Linear ...
New
Staff Software Engineer, Fleet Optimization
San Francisco, CA · On-site
$251K - $310K/yr
... system modelling) , optimization (gradient descent, linear algebra, filtering), control (linear, state space, stochastic, feedback control), operations research (constraint optimization, Linear ...
New
$251K - $310K/yr
... system modelling) , optimization (gradient descent, linear algebra, filtering), control (linear, state space, stochastic, feedback control), operations research (constraint optimization, Linear ...
New
$251K - $310K/yr
... system modelling) , optimization (gradient descent, linear algebra, filtering), control (linear, state space, stochastic, feedback control), operations research (constraint optimization, Linear ...
New
Vice President II, Investments
New York, NY · Hybrid
$303K - $375K/yr
... stochastic risk metrics such as VAR and t-VAR at various confidence intervals Coordinating with Group Chief Risk Officer (CRO) regarding investment controls and modelling to align with overall ...
Vice President II, Investments
New York, NY · Hybrid
$303K - $375K/yr
... stochastic risk metrics such as VAR and t-VAR at various confidence intervals Coordinating with Group Chief Risk Officer (CRO) regarding investment controls and modelling to align with overall ...
Vice President II, Investments
$303K - $375K/yr
... stochastic risk metrics such as VAR and t-VAR at various confidence intervals Coordinating with Group Chief Risk Officer (CRO) regarding investment controls and modelling to align with overall ...
Vice President II, Investments
$303K - $375K/yr
... stochastic risk metrics such as VAR and t-VAR at various confidence intervals Coordinating with Group Chief Risk Officer (CRO) regarding investment controls and modelling to align with overall ...
Vice President II, Investments
$303K - $375K/yr
... stochastic risk metrics such as VAR and t-VAR at various confidence intervals Coordinating with Group Chief Risk Officer (CRO) regarding investment controls and modelling to align with overall ...
Vice President II, Investments
$303K - $375K/yr
... stochastic risk metrics such as VAR and t-VAR at various confidence intervals Coordinating with Group Chief Risk Officer (CRO) regarding investment controls and modelling to align with overall ...
Vice President II, Investments
New York, NY · On-site
$303K - $375K/yr
... and stochastic risk metrics such as VAR and t-VAR at various confidence intervals • Coordinating with Group Chief Risk Officer (CRO) regarding investment controls and modelling to align with ...
Vice President II, Investments
New York, NY · On-site
$303K - $375K/yr
... and stochastic risk metrics such as VAR and t-VAR at various confidence intervals • Coordinating with Group Chief Risk Officer (CRO) regarding investment controls and modelling to align with ...
Stochastic Modelling information
See salary details
$35.58 - $42.92
13% of jobs
$45.44 is the 25th percentile. Wages below this are outliers.
$42.92 - $50.26
36% of jobs
The median wage is $50.58 / hr.
$50.26 - $57.60
24% of jobs
$64.95 is the 75th percentile. Wages above this are outliers.
$57.60 - $64.95
2% of jobs
$64.95 - $72.29
0% of jobs
$72.29 - $79.63
0% of jobs
$79.63 - $86.98
0% of jobs
$86.98 - $94.32
0% of jobs
$94.32 - $101.66
6% of jobs
$101.66 - $109
9% of jobs
$109 - $116.35
9% of jobs
$35
$65
$116
How much do stochastic modelling jobs pay per hour?
What is stochastic modelling?
What types of projects or industries commonly employ stochastic modellers, and how does the role typically interact with multidisciplinary teams?
What are the key skills and qualifications needed to thrive as a stochastic modeller, and why are they important?
What is the difference between Stochastic Modelling vs Data Analyst?
| Aspect | Stochastic Modelling | Data Analyst |
|---|---|---|
| Required Credentials | Mathematics, Statistics, or Quantitative degrees; often advanced certifications | Statistics, Data Science, or related degrees; certifications like CAP or Microsoft Certified |
| Work Environment | Research labs, finance, insurance, or academia; focus on model development | Business settings, tech companies, finance; focus on data interpretation and reporting |
| Industry Usage | Financial modeling, risk assessment, simulation | Business analytics, market research, operational insights |
Stochastic Modelling involves creating complex mathematical models to simulate random processes, often requiring advanced quantitative skills. Data Analysts focus on interpreting data to inform business decisions, using statistical tools. While both roles work with data, stochastic modelling emphasizes model development and simulation, whereas data analysis centers on data interpretation and reporting.
What other helpful pages are available for Stochastic Modelling?
Other pages related to Stochastic Modelling:

Junior Energy Quantitative Analyst
Houston, TX • On-site
Other
Medical, Dental, Vision, Life, Retirement, PTO
Posted 8 days ago
Key responsibilities
Support senior quants and trading desks by applying quantitative methods to develop and maintain models used for energy derivatives valuation and physical asset optimization.
Research and implement valuation and optimisation models for physical assets such as power plants, storage facilities, and renewable energy projects.
Contribute to the industrialisation of existing pricing, risk, and data analysis tools for front‑office platforms and support scenario analysis and simulations to aid trading strategy and decision making.
Job description
We are seeking a motivated early career professional to join our team as a Junior Energy Quantitative Analyst, with a focus on derivatives pricing and physical asset modelling within our Commodities and Global Markets group. This role will be based in our Houston office.
As part of the Quantitative Strategist team, you will support senior quants and trading desks by applying quantitative methods to develop and maintain models used for energy derivatives valuation and physical asset optimization. The role is designed to build foundational experience while contributing to revenue generation, operational efficiency, and risk management.
Success in this role will be driven by a strong interest in quantitative problem solving, a desire to learn innovative modelling techniques, and the ability to deliver accurate, scalable solutions. Effective communication skills, intellectual curiosity, and the ability to collaborate with traders and other stakeholders in a fast paced environment are essential.
At Macquarie, our advantage is bringing together diverse people and empowering them to shape all kinds of possibilities. We’re a global financial services group operating in 31 markets and with 56 years of unbroken profitability. You’ll be part of a friendly and supportive team where everyone - no matter what role - contributes ideas and drives outcomes.
What role will you play?Provide quantitative support to traders, structurers, and risk managers and assist in the development and maintenance of production‑grade quantitative models and analytical tools. Research and implement valuation and optimisation models for physical assets such as power plants, storage facilities, and renewable energy projects. Contribute to the industrialisation of existing pricing, risk, and data analysis tools for front‑office platforms and support scenario analysis and simulations to aid trading strategy and decision making.
What you offer- 0–3 years of experience in a quantitative, analytical, or financial modelling role; experience in energy markets is a plus.
- A strong academic background with a B.S., M.S., or Ph.D. in a quantitative discipline (e.g., mathematics, physics, engineering, computer science, or related field).
- Proficiency in at least one programming language such as Python, with exposure to C++, SQL, or similar languages preferred.
- Foundational knowledge of energy markets (power and/or gas) and quantitative techniques, including numerical methods, optimisation, or stochastic processes.
- Strong analytical and problem‑solving skills, attention to detail, and the ability to work collaboratively in a fast‑paced environment.
- This is an excellent opportunity to develop deep quantitative and commercial expertise as part of a global team closely aligned with revenue‑generating activities.
At Macquarie, you’re empowered to shape a career that’s rewarding in all the ways that matter most to you.
- 1 wellbeing leave day per year and a minimum of 25 days of annual leave
- 20 weeks’ paid parental leave for primary caregivers along with 12 days of paid transition leave upon return to work and 6 weeks’ paid leave for secondary caregivers
- 2 days of paid volunteer leave and donation matching
- Benefits and initiatives to support physical, mental and financial wellbeing such as medical, prescription drug, dental, and vision insurance; health savings account and dependent day care savings account; life insurance, disability, and other insurance plans; 401(k) and short/long term disability
- Access to an Employee Assistance Program, a robust behavioural health network with counselling and coaching services
- Access to a wide range of learning and development opportunities, including reimbursement for professional membership or subscription
- Recognition and service awards
- Hybrid and flexible working arrangements, dependent on role
- Reimbursement for work‑from‑home equipment
Commodities and Global Markets is a global business offering capital and financing, risk management, market access, physical execution and logistics solutions to its diverse client base across Commodities, Financial Markets and Asset Finance.
Empowering all kinds of bright and driven peopleWe are committed to providing an inclusive environment for all that values and respects different experiences, skillsets and perspectives. Macquarie provides access to opportunities for all individuals regardless of race, colour, religion, sex, sexual orientation, national origin, age, disability, protected veteran status, genetic information, marital status, gender identity or any other characteristic or circumstance.
We provide reasonable accommodation to individuals who may need support during the recruitment process and employment. If you require an accommodation, please let us know during the application process.