NewSr. Financial Analyst Vaco LLCSr. Financial AnalystSan Francisco, CARemote$115,000–$140,000Determining compensation for this role (and others) at Vaco by Highspring depends upon a wide array of factors including but not limited to: the individual’s skill sets, experience and training; licensure and certification requirements; office location and other geographic considerations; other business and organizational needs. Determining compensation for this role (and others) at Vaco by Highspring depends upon a wide array of factors, including but not limited to: The individual’s skill sets, experience, and training; Licensure and certifications; Office location and other geographic considerations; Other business and organizational needs.
NewFinancial Analyst JobotFinancial AnalystSan Francisco, CA$21–$32 / hourExperience with Peoplesoft, ERP, Accounting ERP, AP, Payment Plus virtual pay program, financial modeling, financial analysis, Ledger, ERP implementation, Budgeting, Advanced Excel, analyze, FP&A, Vlookup, monthly reporting, annual budget, Forecasting, university or "higher education" or campus or research, Pivot Tables, Accounts Payable system. Information collected and processed as part of your Jobot candidate profile, and any job applications, resumes, or other information you choose to submit is subject to Jobot's Privacy Policy, as well as the Jobot California Worker Privacy Notice and Jobot Notice Regarding Automated Employment Decision Tools which are available at jobot.com/legal.
NewAnalyst, Solutions Management Visa Technology and Operations LLCAnalyst, Solutions ManagementSan Francisco, CA$123,000–$190,900 / yearMasters, MBA, JD, MD) • Financial services, crypto, and/or payments industry experience required • High product acumen and solutions mindset • Proven ability to understand, communicate, and problem solve with client on technical solutions • Strategic thinking and thought leadership with subject matter explain in stablecoins and blockchain technology • Teamwork, interpersonal & relationship-building skills, and ability to influence clients and stakeholders based on technical acumen • Acumen with AI tooling for research and prototyping. As the Visa Crypto Solutions Analyst, you will be responsible for working with clients on their stablecoin strategy and helping to position and sell Visa crypto solutions across key client types such as banks, merchants, fintech, and enablers.
NewStaff Executive Technical Support Analyst Vaco LLCStaff Executive Technical Support AnalystSan Francisco, CA$180,000–$185,000Determining compensation for this role (and others) at Vaco by Highspring depends upon a wide array of factors including but not limited to: the individual’s skill sets, experience and training; licensure and certification requirements; office location and other geographic considerations; other business and organizational needs. Vaco by Highspring values a diverse workplace and strongly encourages women, people of color, LGBTQ+ individuals, people with disabilities, members of ethnic minorities, foreign-born residents, and veterans to apply.
Senior Financial Analyst, Corporate FP&A Omnidian IncSenior Financial Analyst, Corporate FP&ASan Francisco, CA$101,000–$141,000 / yearCommitted to Parity: We eliminate the "negotiation tax" by placing candidates within the band based on verified professional experience and skill set, not bartering ability, and by giving our best offer up front. We may use artificial intelligence (AI) tools to support parts of the hiring process, such as reviewing applications, analyzing resumes, or assessing responses and identifying potential inconsistencies or verification signals in application materials based on available information.
Financial Analyst Ampcus IncorporatedFinancial AnalystSan Francisco, CA$26.78–$31.78 / hourThe hiring team is seeking an experienced Financial Analyst or AP Analyst who combines strong accounts payable expertise with accounting knowledge, financial analysis, reporting, reconciliations, process improvement, and problem-solving skills. Ampcus Inc. is a certified global provider of a broad range of Technology and Business consulting services.
Financial Analyst, Client Advisory Jordan Park GroupFinancial Analyst, Client AdvisorySan Francisco, CaliforniaThe expected base salary for this role in San Francisco, California will be $100,000 per year commensurate with experience, job-related skills, relevant education, licenses and certifications, and other business and organizational needs. High-performing analysts will be eligible for a third-year extension as a Senior Analyst and will have the potential opportunity to continue their career as a member of one of the firm’s functional areas (e.g., Client Advisory, Investment Team, etc.).
Senior Financial Analyst, COO Finance WWS SPM Autodesk IncSenior Financial Analyst, COO Finance WWS SPMSan Francisco, CALead monthly and quarterly management reporting, distilling/synthesizing key trends, assessing current and future business risks, and communicating key messages to senior leadership. You must effectively partner with business leaders, have the capability to work at different levels, have experience building and improving complex financial models, have excellent collaboration skills, be agile and innovative.
New(Agile1)Business Analyst Abacus Service Corporation(Agile1)Business AnalystOakland, CABecome a key player in shaping multi-year electric investment plans by supporting business analysis, portfolio planning, and process improvement. By applying for this job, you agree to receive calls, AI-generated calls, text messages, or emails from and its affiliates, and contracted partners.
FINANCIAL ANALYST 3 CX - HYBRID University of CaliforniaFINANCIAL ANALYST 3 CX - HYBRIDOakland, CA$103,000–$115,000 / yearThe team partners with departments to align UCOP's resources with its strategic needs and goals and delivers insightful financial analysis and forecasting to support UCOP leadership to make effective and strategic funding, financial and operational decisions. The Financial Analyst works with Divisional and departmental staff across the organization to support the development and management of budgets and financial reporting, in addition to creating forecasts and developing resource management tools.
Project Controller / financial Analyst K&K Global Talent Solutions Inc.Project Controller / financial AnalystOakland, CA$110,000–$130,000Key focus areas include financial planning and analysis, SAP financial management (PRJ), vendor and invoice oversight, time-charging governance, and development of reporting solutions to support program visibility and decision-making. The position works closely with Finance, PMO, IT, Business stakeholders, and external vendors to maintain strong financial controls, ensure compliance with internal governance, and provide executive-level reporting and insights.
Hiring Remote Business Analyst in Oakland, CA Abacus Service CorporationHiring Remote Business Analyst in Oakland, CAOakland, CARemoteBy applying for this job, you agree to receive calls, AI-generated calls, text messages, or emails from and its affiliates, and contracted partners. • Determines data needs, collects data, selects from different analytical techniques to achieve desired data outcomes.
NewBusiness Analyst inSync StaffingBusiness AnalystOakland, CA$60–$63 / hourOrganization, data management, and attention to detail: Experience maintaining documentation, tracking changes, managing records, reconciling data, and ensuring accuracy, consistency, and auditability. Successful candidates will demonstrate strong analytical skills, a willingness to learn new tools and processes, and the ability to manage and maintain accurate planning documentation.
SENIOR FINANCIAL ANALYST Serena & Lily Inc.SENIOR FINANCIAL ANALYSTSausalito, CAQUALIFICATIONS: • Bachelor's degree in Finance, Accounting, or a related field • Minimum of 3 years of progressive experience in investment banking, financial analysis, or FP&A • Experience in the consumer retail or e-commerce industry • Proficiency in Microsoft Office with focus on Excel (advanced functions, pivot tables, etc.) • Experience with NetSuite or other ERP solution (budgeting and planning modules preferred). ANALYTICAL SKILLS: • Ability to analyze complex financial data and identify key trends and insights • Intellectual curiosity: A desire to learn and understand the business and its drivers.
Workday Financial Analyst Perfict Global, Inc.Workday Financial AnalystConcord, CAYou will partner closely with Finance stakeholders and play a critical role in configuration, testing, and deployment across key Workday Financials modules within a healthcare environment. We are seeking a Workday Financials Analyst with strong full lifecycle implementation experience to support a large-scale Workday Financials initiative.
Senior Financial Analyst - Revenue KikoffSenior Financial Analyst - RevenueSan Francisco, CaliforniaPartner with the Data team to source, validate, and integrate data pipelines into the financial planning process; write SQL queries and work in BI tools (e.g., Metabase, Looker, Tableau) to extract and analyze data independently. 3+ years of experience in FP&A, corporate finance, or a data-focused analytical role at a later-stage or public high-growth Fintech, marketplace, or consumer internet company with high transaction volumes preferred.
Senior Business Analyst GTTSenior Business AnalystOakland, CAThis role focuses on analyzing complex datasets, developing customized reports, and creating data-driven insights that support business strategy and operational decisions. Design systems supporting regulatory filings and analytical modeling using large customer and financial datasets.
NewSenior Business Analyst GTT, LLCSenior Business AnalystOakland, CAThis client is a major utility and energy company one of the largest combined natural gas and electric energy utilities in the United States delivering energy to approximately 16 million people across a 70,000-square-mile service area spanning northern and central California. The company is actively undergoing a major digital transformation and employs business analysts, systems analysts, data specialists, engineers, and technology professionals who collaborate across planning, asset management, finance, and operations functions.
NewSenior Financial Analyst 2K Games Tunes LLCSenior Financial AnalystNovato, CA$100,000–$125,000 / yearOur team of engineers, marketers, artists, writers, data scientists, producers, thinkers and doers, are the professional publishing stewards of 2K's portfolio currently includes several AAA, sports and entertainment brands, including global powerhouse NBA️ 2K, renowned BioShock️, Borderlands️, Mafia, Sid Meier's Civilization️ and XCOM️ brands; popular WWE️ 2K and WWE️ SuperCard franchises, TopSpin 2K25, as well as the critically and commercially acclaimed PGA TOUR️ 2K. Financial Planning & Analysis (FP&A): Lead the annual budgeting process and monthly forecasting cycles, using critical judgment to set key operating assumptions and financial drivers and to analyze variances between actuals and projections to identify risks and opportunities.
Senior Financial Analyst, Products & Technology OktaSenior Financial Analyst, Products & TechnologySan Francisco, CA$117,000–$161,000 / yearThe annual base salary range for this position for candidates located in the San Francisco Bay area is between: $117,000—$161,000 USDBelow is the annual base salary range for candidates located in California (excluding San Francisco Bay Area), Colorado, Illinois, New York and Washington. Notice for New York City Applicants & Employees: Okta may use Automated Employment Decision Tools (AEDT), as defined by New York City Local Law 144, that use artificial intelligence, machine learning, or other automated processes to assist in our recruitment and hiring process.
Financial Analyst UCSF Medical CenterFinancial AnalystSan Francisco, CAThis position will work closely with and report to the EVCP Financial Manager to support RRP recharge proposal development and management for multiple UCSF Cores, and provide financial support including strategic and detailed budget development, financial reporting, financial transactional processing, purchasing, and reconciliations, and work directly with the Controller''s Office, Supply Chain Management, Budget & Resource Management, and Office of the Executive Vice Chancellor & Provost. Creates annual recharge proposals for up to 20 separate & distinct scientific core service unit such as the Parnasuss flow cytometery center core or the CIL SFGH preservation core - identifying total annual expenses/costs including personnel, supplies, services, specialized scientific equipment, service contracts, etc.
Senior Financial Analyst On Lok Senior Health ServicesSenior Financial AnalystSan Francisco, CASupport the annual and multi-year financial planning activities by anticipating business changes and spotting trends, getting stakeholders aligned on material inputs, completing input models, and ensuring all planning and reporting data is accurately reflected in financial systems. This position is a key liaison and resource to several functional areas of On Lok, providing financial analytics and consultation on complex program and functional activities, budget policies and procedures, financial modeling, and reporting to align, inform, and support strategic initiatives.
Lead Financial Analyst Peterson Machinery Co.Lead Financial AnalystSan Leandro, CA$129,000–$155,000 / yearBachelor's Degree from a fully accredited college in Accounting, Business, Finance or other closely related field; and a minimum of seven (7) years of progressively advanced financial analysis experience; or an equivalent combination of education and work experience. Drive strategic analysis and decision support, connecting financial outcomes to key operational drivers (inventory, rental, service, sales, parts) and recommending actions to improve performance.
Financial Analyst SF Fire Credit UnionFinancial AnalystSan Francisco, CAFull timeToday, the San Francisco-based credit union has grown to $1.7B in assets and a membership that extends from the regional firefighters we trace our roots back to throughout our many neighbors in San Francisco, San Mateo and Marin Counties. Collaborate with business unit leaders across the organization to understand the key drivers behind financial performance and develop tools and resources to drive insights and facilitate data-driven decision making.
Senior Financial Analyst, eero FP&A Amazon.com IncSenior Financial Analyst, eero FP&ASan Francisco, CAAs a Senior Financial Analyst, you will help define business strategy for eero, implement process improvements, and drive the core financial processes including annual Operating Plans (OP1,OP2), Monthly Business Reviews (MBR), and financial Risks and Opportunities (R&O) updates. We are looking for an entrepreneurial minded candidate who thrives in fast-paced environments, is passionate about hardware and digital experiences, and is interested in playing a key role on the Amazon Devices team supporting the eero business.
Financial Analyst, Capital Markets (Multifamily) Cushman & WakefieldFinancial Analyst, Capital Markets (Multifamily)San Francisco, CaliforniaIn addition to a comprehensive benefits package, Cushman and Wakefield provide eligible employees with competitive pay, which may vary depending on eligibility factors such as geographic location, date of hire, total hours worked, job type, business line, and applicability of collective bargaining agreements. The primary role of the CMFA will be to perform financial analysis activities of pricing, Excel valuation model creation and auditing, due diligence collection and review, market data collection, and translating analysis findings into high-level summaries with oversight from senior members of the Multifamily Advisory Group (“MAG”).
Senior Financial Analyst - Production Astranis Space Technologies CorpSenior Financial Analyst - ProductionSan Francisco, CA$110,000–$155,000 / yearYou are an ideal candidate if you have exceptional analytical skills, can manage highly detailed investment models, and are eager to balance an analysis-heavy workload with strategic cross-functional business partnership. Today, Astranis satellites provide dedicated, secure networks to highly-sophisticated customers across the globe large enterprises, sovereign governments, and the US military.
Financial Analyst Air AppsFinancial AnalystSan Francisco, CaliforniaThis role focuses on accounting records, help with financial reporting, bank transactions and continuous improvement of financial processes, providing strong exposure to the financial operations of a global product company. Comfort working with Excel or Google Sheets; experience with financial systems or ERPs (such as Netsuite, Payhawk, Ramp, or similar tools) is a plus.
NewSenior Financial Analyst Jones Lang LaSalle IncSenior Financial AnalystSan Francisco, CATo excel in this position, you will need knowledge in commercial real estate transactions, superior analytical capabilities, and the ability to work with minimal supervision while interfacing directly with clients, tenants, and periodically landlords. The Senior Transaction & Strategy Analyst serves as a subject matter expert who independently manages sophisticated analytical processes, provides strategic insights, and delivers high-value transaction support.
Business Analyst, Home Delivery RHBusiness Analyst, Home DeliveryCAYou will play a critical role in helping the organization achieve operational excellence, data accuracy, and new development of critical supply chain financial systems and reporting analysis. As a Supply Chain Business Analyst, you will work closely with cross-functional partners to prepare comprehensive project requirements and testing, along with ad hoc administrative duties.
Senior Financial Analyst GTTSenior Financial AnalystOakland, CADepartment Overview:The Business Finance teams provide financial planning and reporting services and is responsible for providing strategic direction and coordination in respect to strategic functional area planning processes, financial planning, forecasting, analytics, and reporting. Senior Financial Analyst will have a structured hypotheses-based problem-solving mindset with a detailed understanding of the underlying data and data structures of multiple systems to allow in-depth analysis of existing and potential data insights.
Sr. Financial Analyst Lyra Health IncSr. Financial AnalystCA$95,000–$131,000 / yearOutside of the United States, for example in the EU, Switzerland and the UK, you may have the right to request access to, or a copy of, your personal information, including in a portable format; request that we delete your information from our systems; object to or restrict processing of your information; or correct inaccurate or outdated personal information in our systems. Through this application, to the extent permitted by law, we will collect personal information from you including, but not limited to, your name, email address, gender identity, employment information, and phone number for the purposes of recruiting and assessing suitability, aptitude, skills, qualifications, and interests for employment with Lyra.
Senior Financial Analyst Bio-Rad Laboratories IncSenior Financial AnalystHercules, CA$121,200–$166,700 / yearIn this highly visible and motivated team, you''ll partner with functional and business leaders to prepare budgets, forecasts, financial analysis, and provide ad hoc analysis to support decision making as needed. Reporting and analysis: Prepare and present monthly and quarterly financial reports to Manufacturing Leadership and other stakeholders; while maintaining financial models to support business planning and forward looking visibility.
Financial Analyst, Cloud Infrastructure FP&A LiveRamp Holdings IncFinancial Analyst, Cloud Infrastructure FP&ASan Francisco, CA$78,500–$111,500 / yearHundreds of global innovators, from iconic consumer brands and tech giants to banks, retailers, and healthcare leaders turn to LiveRamp to build enduring brand and business value by deepening customer engagement and loyalty, activating new partnerships, and maximizing the value of their first-party data while staying on the forefront of rapidly evolving compliance and privacy requirements. Work with Engineering and Cloud FinOps teams to analyze cloud spend and identify areas of opportunity to improve results, to develop monthly and quarterly financial forecasts, and to understand their to-date results to help tell the right story.
Senior Financial Analyst Kikoff Inc.Senior Financial AnalystSan Francisco, CaliforniaYou will serve as a strategic finance partner to Execs and department budget owners – helping them plan headcount, manage vendor spend, and stay on top of their budgets while supporting the company's broader growth objectives. With record revenue growth in 2025 and a unicorn valuation, we've built a suite of products that help millions of people build credit, access liquidity, and save money.
Senior Financial Analyst St Anthony FoundationSenior Financial AnalystSan Francisco, CaliforniaAnthony's is the most comprehensive safety net service center in San Francisco, directly providing food, clothing, medical care, addiction recovery services, access to technology, job training, and other critical resources to the community. Provide backup with accounts payable duties, including, but not limited to, collecting and tracking payments, running profit and loss reports, making bank deposits, distributing and processing invoices, and reconciling vendor statements.
Financial Analyst II Pinterest IncFinancial Analyst IISan Francisco, CAWithin the Finance organization, you'll support Sales Finance Managers, our Senior Manager of Sales Finance, Director of Sales Finance, and Senior Sales & XFN Stakeholders on aspects related to revenue forecasting, insights, and goal-setting. You will work on a high-performing, high-impact team that delivers CFO-level partnership and sophisticated analytics to our Chief Revenue Officer and their global leadership team.
Financial Analyst, Sales Benchling IncFinancial Analyst, SalesSan Francisco, CAYou will be an integral part of a small and highly-leveraged team supporting the Sales organization, including monthly and quarterly close process, sales performance analysis (including commission payout reconciliation), budgeting and forecasting, expense management and analysis, as well as special projects to help support the company's long-term growth and strategic vision. Deliver monthly/quarterly analyses of financial results including BvA variances to plan, ensuring key issues, risks and business drivers are understood and proactively highlighted.
Senior Financial Analyst, FP&A TaskrabbitSenior Financial Analyst, FP&ASan Francisco, CA$100,000–$140,000 / yearTaskrabbit is a hybrid company with employees distributed across the US and EU and a Built In — Best Places to Work (2022, 2023, 2024, 2025) continually ranked across multiple national and regional categories. Taskrabbit is a marketplace platform that conveniently connects people with Taskers to handle everyday home to-do's, such as furniture assembly, handyman work, moving help, and much more.
Senior Financial Analyst, FP&A Twitch Interactive IncSenior Financial Analyst, FP&ASan Francisco, CAYou will work closely with cross-functional partners including Marketing, Finance, Customer Trust, and Product teams to support forecasting, reporting, and financial modeling processes. At Twitch, Financial Planning & Analysis (FP&A) partners with key stakeholders across the business to guide financial decisions and deliver actionable insights that shape the company's growth.
NewLead, Financial Analyst TaskrabbitLead, Financial AnalystSan Francisco, CA$128,000–$155,000 / yearTaskrabbit is a hybrid company with employees distributed across the US and EU and a Built In — Best Places to Work (2022, 2023, 2024, 2025) continually ranked across multiple national and regional categories. Taskrabbit is looking for a Lead Financial Analyst to join our FP&A team — someone who combines sharp financial instincts with the interpersonal skills to influence a fast-moving organization.
Senior Financial Analyst - Healthcare, Amazon One Medical Amazon.com IncSenior Financial Analyst - Healthcare, Amazon One MedicalSan Francisco, CAOur seamless in-office and 24/7 virtual care services, on-site labs, and programs for preventive care, chronic care management, common illnesses and mental health concerns have been delighting people for the past fifteen years. Reporting, including gathering, manipulating, analyzing, and exporting/importing data from internal data warehouse and payer provider portals, as well as providing variance analyses and report out to leadership.
Financial Analyst Discord IncFinancial AnalystSan Francisco, CA$116,000–$130,500 / yearReporting to the Finance Manager for Revenue, you will be responsible for driving revenue modeling, revenue forecasting, preparing regular reporting and analysis, understanding the drivers of our rapidly expanding subscription business, and partnering with cross-functional teams to support functional strategic initiatives and unlock new growth opportunities. Candidates must reside in or be willing to relocate to the San Francisco Bay Area (Alameda, Contra Costa, Marin, Napa, San Francisco, San Mateo, Santa Clara, Solano, and Sonoma counties).
Senior Financial Analyst, Products & Technology Okta IncSenior Financial Analyst, Products & TechnologySan Francisco, CA$117,000–$161,000 / yearClaud Code & Gemini a plus Excellent financial modeling and analysis skills Advanced Excel and/or Gsheet and strong PowerPoint and/or Slides skills are required Manage multiple tasks in a deadline-driven environment while maintaining a high level of precision Excellent communication and influencing skills, both written and verbal Prior experience in a high-growth high tech/software/SaaS organization is a plus Very comfortable with change and challenging the status quo #LI-MK1 #LI-hybrid P-1644_3464637The annual base salary range for this position for candidates located in the San Francisco Bay area is between:$117,000-$161,000 USDBelow is the annual base salary range for candidates located in California (excluding San Francisco Bay Area), Colorado, Illinois, New York and Washington. actual variance analysis and other relevant reporting Leading thoughtful analysis, evaluating key drivers and metrics, and partnering on driving operational efficiencies Collaborating with the controllership organization on accruals and other elements of the close process Own the Auth0 Consolidation process Evolving these processes, as needed Technology software reporting & analysis Cross-functional projects including streamlining processes, being point on system enhancements, etc.
Senior Financial Analyst Abbott LaboratoriesSenior Financial AnalystAlameda, CA$90,000–$180,000 / yearGeneral Medical Devices: Our medical devices help more than 10,000 people have healthier hearts, improve quality of life for thousands of people living with chronic pain and movement disorders, and liberate more than 500,000 people with diabetes from routine ngersticks. Responsible for the month-end close process of Global Quality Assurance and Compliance area based in Alameda, CA in compliance with Division and Corporate reporting requirements including among others: Preparation and validation of journal entries (including interaction with Genpact and Corporate Financial Services teams).
Financial Analyst AbbottFinancial AnalystAlameda, CaliforniaGeneral Medical Devices: Our medical devices help more than 10,000 people have healthier hearts, improve quality of life for thousands of people living with chronic pain and movement disorders, and liberate more than 500,000 people with diabetes from routine ngersticks. Support consolidation of divisional LBEs for R&D and SG&A, including preparing commentary on key insights, and proactively following up with functional teams to address questions and ensure alignment; scope may expand across additional P&L areas based on performance.
Senior Financial Analyst AbbottSenior Financial AnalystAlameda, CaliforniaGeneral Medical Devices: Our medical devices help more than 10,000 people have healthier hearts, improve quality of life for thousands of people living with chronic pain and movement disorders, and liberate more than 500,000 people with diabetes from routine ngersticks. Responsible for the month-end close process of Global Quality Assurance and Compliance area based in Alameda, CA in compliance with Division and Corporate reporting requirements including among others: Preparation and validation of journal entries (including interaction with Genpact and Corporate Financial Services teams).
Financial Analyst Abbott LaboratoriesFinancial AnalystAlameda, CA$81,500–$141,300 / yearGeneral Medical Devices: Our medical devices help more than 10,000 people have healthier hearts, improve quality of life for thousands of people living with chronic pain and movement disorders, and liberate more than 500,000 people with diabetes from routine ngersticks. Support consolidation of divisional LBEs for R&D and SG&A, including preparing commentary on key insights, and proactively following up with functional teams to address questions and ensure alignment; scope may expand across additional P&L areas based on performance.
Financial Analyst Scion Staffing IncFinancial AnalystOakland, CA$124,308–$130,560 / yearThrough our innovative team building and recruiting solutions, we bridge the gap in executive leadership searches, direct hire nonprofit recruiting, interim leadership placement, and temporary professional staffing. This position partners closely with accounting leadership and cross-functional teams to deliver accurate financial insights, support audits, and contribute to organizational decision-making.
Senior Financial Analyst, Corporate Finance and Strategy PlaidSenior Financial Analyst, Corporate Finance and StrategySan Francisco, California5+ years of work experience including financial planning & analysis, corporate finance, investment banking, private equity, strategic finance, or management consulting — ideally with tech, SaaS, or fintech exposure. Build and operationalize SBC and equity modeling, incorporating HC growth, grant cadence, forfeitures, and refresh cycles — and tie SBC into the path to GAAP profitability, EBITDA, and margin analysis.