Experience with simulation, scenario analysis, impact estimation, strategic modeling, or long-term value estimation. Strong Python programming skills and experience with modern machine learning or ...
Experience with simulation, scenario analysis, impact estimation, strategic modeling, or long-term value estimation. Strong Python programming skills and experience with modern machine learning or ...
You will develop the models that connect experimentation learnings, behavioral signals, and ... Strategic Scenario Analysis: Evaluate trade-offs across competing strategic initiatives and ...
You will develop the models that connect experimentation learnings, behavioral signals, and ... Strategic Scenario Analysis: Evaluate trade-offs across competing strategic initiatives and ...
Senior Analyst, Strategic Finance - Remote
$115K - $140K/yr
About Tia Tia is building a new model for women's healthcare, one that treats women as whole people ... About the Role We're hiring a Senior Analyst, Strategic Finance to help turn complex data into ...
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Senior Analyst, Strategic Finance - Remote
$115K - $140K/yr
About Tia Tia is building a new model for women's healthcare, one that treats women as whole people ... About the Role We're hiring a Senior Analyst, Strategic Finance to help turn complex data into ...
Reporting to VP, FP&A and Strategy, you will be a key contributor and lead financial modeling associated with portfolio strategy, the assessment of external collaboration and partnership ...
New
Reporting to VP, FP&A and Strategy, you will be a key contributor and lead financial modeling associated with portfolio strategy, the assessment of external collaboration and partnership ...
New
Senior Director, Finance and Strategic Modeling
Redwood City, CA · On-site
$244K - $305K/yr
Reporting to VP, FP&A and Strategy, you will be a key contributor and lead financial modeling associated with portfolio strategy, the assessment of external collaboration and partnership ...
New
Senior Director, Finance and Strategic Modeling
Redwood City, CA · On-site
$244K - $305K/yr
Reporting to VP, FP&A and Strategy, you will be a key contributor and lead financial modeling associated with portfolio strategy, the assessment of external collaboration and partnership ...
New
Summary The Associate Director Strategic Finance and Initiatives, plays a pivotal role in ... Strong analytical skills with demonstrated ability to build and interpret financial models.
Summary The Associate Director Strategic Finance and Initiatives, plays a pivotal role in ... Strong analytical skills with demonstrated ability to build and interpret financial models.
... Analyst to be the dedicated data science and research partner for our Recruiting organization. In ... You thrive in a dynamic environment, effortlessly toggling between strategic modeling and executing ...
New
... Analyst to be the dedicated data science and research partner for our Recruiting organization. In ... You thrive in a dynamic environment, effortlessly toggling between strategic modeling and executing ...
New
STRATEGIC MARKET ANALYST
$97K - $121K/yr
Provide analytical support for the strategic integration of acquired hospitals, physician groups ... Aggregate initiative-level models into enterprise portfolio views to assess EBITDA impact, capital ...
STRATEGIC MARKET ANALYST
$97K - $121K/yr
Provide analytical support for the strategic integration of acquired hospitals, physician groups ... Aggregate initiative-level models into enterprise portfolio views to assess EBITDA impact, capital ...
Roblox is seeking a Strategic Financial Analyst, Revenue to own core forecasting models and margin analytics across COGS, tax, and pricing. Reporting to the Finance Manager, Revenue, this role will ...
Roblox is seeking a Strategic Financial Analyst, Revenue to own core forecasting models and margin analytics across COGS, tax, and pricing. Reporting to the Finance Manager, Revenue, this role will ...
Staff People Analytics Analyst - Recruiting
San Jose, CA · On-site
$72K - $96K/yr
... Analyst to be the dedicated data science and research partner for our Recruiting organization. In ... You thrive in a dynamic environment, effortlessly toggling between strategic modeling and executing ...
New
Staff People Analytics Analyst - Recruiting
San Jose, CA · On-site
$72K - $96K/yr
... Analyst to be the dedicated data science and research partner for our Recruiting organization. In ... You thrive in a dynamic environment, effortlessly toggling between strategic modeling and executing ...
New
Conduct deep dives and root cause analysis on deteriorating models to identify underlying issues * Develop tactical and strategic actions plans to address model performance issues * Author narratives ...
Conduct deep dives and root cause analysis on deteriorating models to identify underlying issues * Develop tactical and strategic actions plans to address model performance issues * Author narratives ...
Conduct deep dives and root cause analysis on deteriorating models to identify underlying issues * Develop tactical and strategic actions plans to address model performance issues * Author narratives ...
Conduct deep dives and root cause analysis on deteriorating models to identify underlying issues * Develop tactical and strategic actions plans to address model performance issues * Author narratives ...
Analyst, DTC Strategy
Glendale, CA · On-site
$87K - $116K/yr
Structure and build complex financial models to inform decision making across a variety of projects, including new business development opportunities and growth strategies. * Analyze data across both ...
Analyst, DTC Strategy
Glendale, CA · On-site
$87K - $116K/yr
Structure and build complex financial models to inform decision making across a variety of projects, including new business development opportunities and growth strategies. * Analyze data across both ...
As a Business Analyst in a Strategy & Business Modeling (SBM) role, you'll participate in discovery interviews, co-create the design of the simulation experience, build both the client participant ...
As a Business Analyst in a Strategy & Business Modeling (SBM) role, you'll participate in discovery interviews, co-create the design of the simulation experience, build both the client participant ...
As a Business Analyst in a Strategy & Business Modeling (SBM) role, you'll participate in discovery interviews, co-create the design of the simulation experience, build both the client participant ...
As a Business Analyst in a Strategy & Business Modeling (SBM) role, you'll participate in discovery interviews, co-create the design of the simulation experience, build both the client participant ...
Financial Analyst III, Amazon One Medical
San Francisco, CA · On-site
$100K - $125K/yr
... analysis and recommendations to senior leaders that influence data-driven decision making on ... Throughout the day, you'll balance strategic modeling work with real-time business partnership ...
Financial Analyst III, Amazon One Medical
San Francisco, CA · On-site
$100K - $125K/yr
... analysis and recommendations to senior leaders that influence data-driven decision making on ... Throughout the day, you'll balance strategic modeling work with real-time business partnership ...
As a Business Analyst in a Strategy & Business Modeling (SBM) role, you'll participate in discovery interviews, co-create the design of the simulation experience, build both the client participant ...
As a Business Analyst in a Strategy & Business Modeling (SBM) role, you'll participate in discovery interviews, co-create the design of the simulation experience, build both the client participant ...
In this role, you'll support the Sr. Strategic Sourcing Manager by helping with data analysis ... Advanced Excel skills, including pivot tables, lookups, formulas, data cleanup, cost modeling ...
In this role, you'll support the Sr. Strategic Sourcing Manager by helping with data analysis ... Advanced Excel skills, including pivot tables, lookups, formulas, data cleanup, cost modeling ...
In this role, you'll support the Sr. Strategic Sourcing Manager by helping with data analysis ... Advanced Excel skills, including pivot tables, lookups, formulas, data cleanup, cost modeling ...
In this role, you'll support the Sr. Strategic Sourcing Manager by helping with data analysis ... Advanced Excel skills, including pivot tables, lookups, formulas, data cleanup, cost modeling ...
In Data, Digital, and Analytics, you will work as a trusted, objective advisor and expert ... Key Responsibilities Forecasting & Strategic Modeling * Lead the development, maintenance, and ...
In Data, Digital, and Analytics, you will work as a trusted, objective advisor and expert ... Key Responsibilities Forecasting & Strategic Modeling * Lead the development, maintenance, and ...
Strategic Modeling Analyst information
What does a modelling analyst do?
A modeling analyst develops and maintains mathematical or statistical models to analyze data, forecast trends, and support decision-making within organizations. They use tools like Excel, SQL, or specialized software and often require strong analytical skills and attention to detail. Their work helps optimize strategies and improve business outcomes.
What are the key skills and qualifications needed to thrive as a Strategic Modeling Analyst, and why are they important?
To thrive as a Strategic Modeling Analyst, you need strong analytical skills, experience in quantitative modeling, and typically a degree in mathematics, statistics, finance, or a related field. Proficiency with modeling tools such as Excel, Python, R, and data visualization platforms, as well as familiarity with databases and statistical software, is crucial. Excellent problem-solving, communication, and collaboration skills help you convey insights and work effectively with cross-functional teams. These skills ensure accurate data-driven decision-making and the development of effective business strategies.
How does a Strategic Modeling Analyst typically collaborate with other departments within an organization?
Strategic Modeling Analysts frequently work cross-functionally, partnering with teams such as finance, operations, marketing, and IT to gather data and validate assumptions for their models. They often facilitate meetings to understand departmental needs, ensure input accuracy, and communicate the implications of model outcomes. This collaborative approach ensures that strategic recommendations are actionable and aligned with organizational goals. The role requires strong communication skills to translate complex analytical findings into insights that non-technical stakeholders can easily understand.
What does a Strategic Modeling Analyst do?
A Strategic Modeling Analyst is responsible for developing quantitative models to help organizations make informed business decisions. They analyze data, forecast outcomes, and assess risks to support strategic planning and resource allocation. This role often involves working with large datasets, building financial or operational models, and collaborating with stakeholders to interpret results and guide strategy. Strategic Modeling Analysts play a key role in helping companies optimize performance and achieve long-term goals.
How much does a strategy analyst earn?
A strategy analyst's average salary typically ranges from $60,000 to $100,000 annually, depending on experience, location, and industry. Entry-level positions may start lower, while experienced analysts or those in high-demand sectors can earn higher compensation, often supplemented with bonuses and benefits.
What is strategic modeling?
Strategic modeling is a process used by analysts to create mathematical or simulation models that represent an organization's key strategies, goals, and decision-making scenarios. It helps in analyzing potential outcomes, optimizing resource allocation, and supporting data-driven decisions within a business environment. Proficiency in tools like Excel, SQL, or specialized modeling software is often required for this role.
What does a strategic analyst do?
A strategic analyst evaluates business data and market trends to help organizations develop effective strategies. They analyze financial reports, create models, and use tools like Excel or data visualization software to support decision-making. Strong analytical skills and understanding of industry dynamics are essential for this role.
What are popular job titles related to Strategic Modeling Analyst jobs in California? For Strategic Modeling Analyst jobs in California, the most frequently searched job titles are:
What job categories do people searching Strategic Modeling Analyst jobs in California look for? The top searched job categories for Strategic Modeling Analyst jobs in California are:
What cities in California are hiring for Strategic Modeling Analyst jobs? Cities in California with the most Strategic Modeling Analyst job openings:
Full-time
Re-posted 25 days ago
Apple rating
8.0
Based on 675 frontline employees who took The Breakroom Quiz
7th of 30 rated technology retailers
Job description
At Apple, many of the most consequential decisions are made long before products launch, features ship, or investments are approved. We are seeking a Senior Data Scientist, StrategicModeling & Simulation to help quantify the future impact of strategic decisions under uncertainty.
This role combines strategic simulation, predictive modeling, machine learning, impact estimation, forecasting, and quantitative decision science to help leadership evaluate opportunities, understand trade-offs, and make better long-term investment decisions. You will develop the models that connect experimentation learnings, behavioral signals, and business outcomes into forward-looking simulations that support strategic planning and resource allocation.
As Apple expands investments in AI-powered experiences and intelligent systems, this role will help assess the long-term implications of emerging technologies and evolving customer behaviors while supporting strategic decision-making under uncertainty.
The ideal candidate combines strong quantitative rigor with systems thinking, scientific curiosity, and a passion for solving complex product and business problems through modeling and simulation.
Description
As a Senior Data Scientist, Strategic Modeling & Simulation, you will develop simulation systems and strategic modeling frameworks that estimate the long-term impact of product, growth, and business decisions.
You will work across experimentation, product, marketing, consumer research, engineering, finance, and leadership teams to develop predictive models, impact estimation frameworks, and strategic scenario simulations that support decision-making under uncertainty.
This role sits at the intersection of machine learning, economics, forecasting, simulation, operations research, and quantitative strategy. You will help develop forecasting and simulation capabilities that support both traditional product investments and emerging technology initiatives where long-term outcomes are uncertain and difficult to measure directly.
The ideal candidate possesses strong technical depth, excellent scientific reasoning skills, and the ability to communicate quantitative insights to executive audiences.
Minimum Qualifications
Master's degree or higher in Statistics, Data Science, Computer Science, Operations Research, Economics, Applied Mathematics, Industrial Engineering, or a related quantitative discipline.
5+ years of experience in predictive modeling, simulation, forecasting, quantitative strategy, product science, applied economics, operations research, or related fields.
Strong expertise in statistical modeling, machine learning, predictive analytics, forecasting, and quantitative reasoning.
Experience building predictive models such as retention, churn, conversion, engagement, or lifetime value models.
Experience with simulation, scenario analysis, impact estimation, strategic modeling, or long-term value estimation.
Strong Python programming skills and experience with modern machine learning or statistical modeling ecosystems.
Ability to work with large-scale behavioral, product, business, survey, or experimentation datasets.
Strong communication skills and ability to translate complex quantitative modeling outputs into clear decision guidance for leadership audiences.
Preferred Qualifications
PhD in Statistics, Computer Science, Economics, Operations Research, Data Science, Applied Mathematics, Industrial Engineering, or a related quantitative discipline.
Experience with simulation systems, probabilistic modeling, Bayesian methods, survival analysis, causal impact modeling, reinforcement learning concepts, or uncertainty quantification
Experience estimating long-term business impact, investment ROI, subscriber growth, retention compounding, or customer lifetime value.
Experience in Product Science, Applied Economics, Operations Research, Quantitative Research, Strategic Modeling, Decision Science, or related quantitative strategy functions
Experience building strategic modeling systems that combine experimentation evidence, predictive ML, behavioral signals, and business outcomes.
Experience modeling the impact of machine learning systems, recommendation systems, adaptive products, AI-powered experiences, or other complex adaptive systems
Publications or research contributions in venues such as KDD, CIKM, ICML, NeurIPS, WWW, WSDM, RecSys, AISTATS, or related conferences and journals.
Experience supporting executive-level strategic planning, portfolio prioritization, or investment decision-making
This role combines strategic simulation, predictive modeling, machine learning, impact estimation, forecasting, and quantitative decision science to help leadership evaluate opportunities, understand trade-offs, and make better long-term investment decisions. You will develop the models that connect experimentation learnings, behavioral signals, and business outcomes into forward-looking simulations that support strategic planning and resource allocation.
As Apple expands investments in AI-powered experiences and intelligent systems, this role will help assess the long-term implications of emerging technologies and evolving customer behaviors while supporting strategic decision-making under uncertainty.
The ideal candidate combines strong quantitative rigor with systems thinking, scientific curiosity, and a passion for solving complex product and business problems through modeling and simulation.
Description
As a Senior Data Scientist, Strategic Modeling & Simulation, you will develop simulation systems and strategic modeling frameworks that estimate the long-term impact of product, growth, and business decisions.
You will work across experimentation, product, marketing, consumer research, engineering, finance, and leadership teams to develop predictive models, impact estimation frameworks, and strategic scenario simulations that support decision-making under uncertainty.
This role sits at the intersection of machine learning, economics, forecasting, simulation, operations research, and quantitative strategy. You will help develop forecasting and simulation capabilities that support both traditional product investments and emerging technology initiatives where long-term outcomes are uncertain and difficult to measure directly.
The ideal candidate possesses strong technical depth, excellent scientific reasoning skills, and the ability to communicate quantitative insights to executive audiences.
Minimum Qualifications
Master's degree or higher in Statistics, Data Science, Computer Science, Operations Research, Economics, Applied Mathematics, Industrial Engineering, or a related quantitative discipline.
5+ years of experience in predictive modeling, simulation, forecasting, quantitative strategy, product science, applied economics, operations research, or related fields.
Strong expertise in statistical modeling, machine learning, predictive analytics, forecasting, and quantitative reasoning.
Experience building predictive models such as retention, churn, conversion, engagement, or lifetime value models.
Experience with simulation, scenario analysis, impact estimation, strategic modeling, or long-term value estimation.
Strong Python programming skills and experience with modern machine learning or statistical modeling ecosystems.
Ability to work with large-scale behavioral, product, business, survey, or experimentation datasets.
Strong communication skills and ability to translate complex quantitative modeling outputs into clear decision guidance for leadership audiences.
Preferred Qualifications
PhD in Statistics, Computer Science, Economics, Operations Research, Data Science, Applied Mathematics, Industrial Engineering, or a related quantitative discipline.
Experience with simulation systems, probabilistic modeling, Bayesian methods, survival analysis, causal impact modeling, reinforcement learning concepts, or uncertainty quantification
Experience estimating long-term business impact, investment ROI, subscriber growth, retention compounding, or customer lifetime value.
Experience in Product Science, Applied Economics, Operations Research, Quantitative Research, Strategic Modeling, Decision Science, or related quantitative strategy functions
Experience building strategic modeling systems that combine experimentation evidence, predictive ML, behavioral signals, and business outcomes.
Experience modeling the impact of machine learning systems, recommendation systems, adaptive products, AI-powered experiences, or other complex adaptive systems
Publications or research contributions in venues such as KDD, CIKM, ICML, NeurIPS, WWW, WSDM, RecSys, AISTATS, or related conferences and journals.
Experience supporting executive-level strategic planning, portfolio prioritization, or investment decision-making
About Apple
Sourced by ZipRecruiter
Imagine what you could do here! At Apple, new ideas have a way of becoming extraordinary products, services, and customer experiences very quickly. Bring passion and dedication to your job and there's no telling what you could accomplish. Dynamic, intelligent people and inspiring, innovative technologies are the norm here. The people who work here have reinvented entire industries with all Apple Hardware products. The same real passion for innovation that goes into our products also applies to our practices strengthening our dedication to leave the world better than we found it.
Industry
Computer and electronic product manufacturing
Company size
10,000+ Employees
Headquarters location
Cupertino, CA, US
Year founded
1976