Lead Modeling And Simulation Engineer Jobs

About the Role We are seeking a Strategic Finance Lead for our GPU compute fleet. In this role, you will be a key partner to our inference and infrastructure teams, providing financial expertise to optimize our compute investments and drive capacity decisions. In this role, you'll develop deep expertise in the economics of AI compute, from token-level serving cost to the long-range financial planning of our GPU fleet. You'll build the models that inform Perplexity's capacity and make-versus-buy decisions, own the internal-cost analysis that underpins internal and external token pricing, and translate complex infrastructure dynamics into clear financial narratives for leadership. This is a high-impact role for someone who thrives at the intersection of finance and infrastructure, and who is energized by building frameworks from scratch in a fast-moving environment. This position is based in San Francisco and requires in-person attendance 2-3 days per week. Key Responsibilities Finance lead for GPU compute spend, including budgeting, monthly forecasting, variance analysis, and financial plan maintenance Build and maintain detailed bottoms-up financial models for the GPU fleet, including capacity forecasts, cost driver analyses, and investment scenario modeling Develop deep expertise in GPU vendor contracts, pricing structures, and cost drivers, and surface optimization opportunities across the fleet Serve as subject matter expert for Perplexity's compute capacity plan, owning source of truth on utilization, committed-versus-consumed spend, and capacity by vendor and cluster Build internal token-cost curves distinguishing marginal from fully loaded serving cost, and translate them into internal and external token pricing Analyze the ROI of in-house inference and training, including opportunity cost across chip types, cluster configurations, and workloads, distilled into a framework for capacity deployment Partner closely with inference and infrastructure engineering to

About the Team The Capital Markets team develops the financing strategy, solutions, and partnerships needed to support our expanding global AI infrastructure platform and long-term investment plans. About the Role We’re looking for a senior structured finance leader to create immediate execution leverage for a growing capital markets function. In this role, you’ll take broad financing objectives, such as raising a large pool of capital from a defined set of counterparties, and independently turn them into well-run transaction processes. You’ll lead complex financings from strategy through close, manage counterparties and advisors, and bring sound judgment to capital structure, risk allocation, process design, and execution. This is a hands-on role for someone who is still close to the details, not a purely senior relationship manager. Your work will allow the team lead to spend less time in day-to-day execution and more time building the broader capital markets organization. In this role, you will: Lead large, complex financing processes from initial structuring through diligence, negotiation, documentation, and closing. Translate broad capital-raising objectives into executable financing plans, timelines, work streams, and counterparty strategies. Manage lenders, investors, advisors, counsel, and internal stakeholders across high-stakes transactions. Provide oversight on financial structuring, modeling, diligence, risk allocation, and transaction documentation. Make clear recommendations on financing strategy, counterparty selection, process design, and tradeoffs. Operate effectively in a small, high-impact team without relying on a large analyst or associate bench. Help build repeatable internal processes for a financing function that is still scaling. Coach and develop more junior transaction professionals. You might thrive in this role if you have: 8-15 years of experience executing structured finance, project finance, infrastructure finance, digital infrastruct

Who we are About Stripe Stripe is a financial infrastructure platform for businesses. Millions of companies - from the world’s largest enterprises to the most ambitious startups - use Stripe to accept payments, grow their revenue, and accelerate new business opportunities. Our mission is to increase the GDP of the internet, and we have a staggering amount of work ahead. That means you have an unprecedented opportunity to put the global economy within everyone's reach while doing the most important work of your career. About the team As a leading player in the internet economy, Stripe has a responsibility to protect itself, our users, end customers, and the broader financial ecosystem from harm. Fraud Operations proactively reduces fraud, making it difficult and unprofitable for fraudsters to carry out attacks through Stripe. We build scalable, high-judgement investigation and review operations while minimizing user friction. We work across products, customer segments, and markets and serve as a core pillar of Stripe’s risk strategy. What you’ll do Stripe is hiring a Team Lead to develop a team of Operations Associates (OAs) within Fraud Operations in Bangalore. You will be responsible for the day-to-day operational execution and performance of your workflow(s), including queue health, SLA attainment, and decision quality. This role requires staying close to the work, remaining hands-on in complex casework (QA and targeted production), modeling high-quality decisioning, providing real-time coaching, and serving as the first-line escalation owner. You will also drive unit-level operational excellence. To be a fit, you will have a coaching mindset, proven ability to communicate at different levels, a track record of driving operational performance, and a passion for inspiring a team to deliver outstanding results. Responsibilities Manage a team of Operations Associates; set clear expectations, coach performance, and build a high-judgement culture rooted in strong decis

Our vision is to transform how the world uses information to enrich life for all. Join an inclusive team passionate about one thing: using their expertise in the relentless pursuit of innovation for customers and partners. The solutions we build help make everything from virtual reality experiences to breakthroughs in neural networks possible. We do it all while committing to integrity, sustainability, and giving back to our communities. Because doing so can fuel the very innovation we are pursuing. Job Description As a Central Planning Modeling Engineer, you will be a central contact for the manufacturing network, calculating and presenting capital impact of process changes to senior leaders in Manufacturing and R&D . You will be responsible for connecting many parts of the business in order to drive the execution of manufacturing and cost saving processes, including supply change, finance, engineering, procurement, production and planning. Innovation is highly valued at Micron, and you will have the opportunity to develop new tools to expedite, optimize and refine the planning and reporting processed used across the network. The ability to understand and effectively communicate the capital and operational impacts of manufacturing changes is important. Attention to detail and ability to work in where information is ambiguous will be extremely valuable Responsibilities Lead network tool utilizations strategies and benchmark performance to optimize the company’s deployed capital Lead and communicate improvement and implementation plan to all relevant levels and functions in Manufacturing Optimize capacity of install equipment and lead sites and tool level optimizatio

Datadog is seeking a highly motivated Senior Corporate Development Lead to drive our AI product strategy, build strong relationships across the founder and VC ecosystem, and support high-impact initiatives including acquisitions, venture investments, and startup partnerships. You will be part of a small, high-visibility team that reports directly to Datadog’s Founder/CEO. The ideal candidate is passionate about AI and developer tools, comfortable rolling up their sleeves, and excited to operate in a fluid, technically demanding environment. You will support evaluations, source promising AI startups, collaborate closely with internal product and engineering leaders, and help position Datadog as the preferred partner for the next generation of founders. This role is ideal for someone who is hungry for increased responsibility, operates with authenticity and creativity, and prioritizes the company’s interests. At Datadog, we place value in our office culture - the relationships and collaboration it builds, and the creativity it brings to the table. We operate as a hybrid workplace to ensure our Datadogs can create a work-life harmony that best fits them. What You’ll Do: Support Datadog’s AI product strategy by analyzing emerging technologies, market opportunities, and competitive dynamics. Source high-potential AI startups for acquisition, investment, or partnership, and build a strong presence across the founder and VC ecosystem. Attend meetups, conferences, and ecosystem events to expand Datadog’s visibility and pipeline opportunities. Drive workstreams across diligence, valuation, financial modeling, strategic assessment, and internal recommendations. Partner with Product and Engineering leaders to evaluate build/buy/partner opportunities aligned with Datadog’s AI roadmap. Support negotiation processes, including term sheets and partnership structures. Collaborate on integration planning with cross-functional partners after acquisitions or strategic de

We’re hiring a Business Operations Lead to drive high-impact, cross-functional initiatives that support Vise’s next stage of growth. This is a highly analytical and strategic role for someone who can break down ambiguous problems, build structure, and execute with speed and precision. You’ll partner closely with our co-founders, GTM leadership, and product teams to develop insights, improve operational efficiency, and help Vise scale across enterprise relationships. This is an ideal opportunity for someone with a top-tier finance background who wants to move into a dynamic, high-ownership startup environment. This role is onsite in NYC, in our SoHo office. What you bring on day one: 4–5 years experience in investment banking, private equity, management consulting, or similar analytical roles. Degree from a top university; strong academic track record. Exceptional analytical skills with mastery of Excel/Sheets and strong familiarity with financial modeling. Strong business judgment and ability to build structure from ambiguity. Excellent communication skills—can synthesize complex information for different audiences. Demonstrated project management experience with a track record of driving initiatives from start to finish. Comfortable working in a fast-paced, high-ownership environment with shifting priorities. What you will own: Own strategic and operational projects across the company, from concept to execution (e.g., enterprise client onboarding, pricing, product readiness, operational scaling). Build financial models, dashboards, and frameworks that drive decision-making for leadership. Partner with the GTM and Product teams to structure, support, and manage enterprise relationships. Identify operational bottlenecks and lead process improvements across workflows and teams. Prepare materials for executive meetings, investor updates, enterprise clients, and strategic planning. Conduct deep analysis of internal data to generate actionable insights and recommen

What if the work you did every day could impact the lives of people you know? Or all of humanity? At Illumina, we are expanding access to genomic technology to realize health equity for billions of people around the world. Our efforts enable life-changing discoveries that are transforming human health through the early detection and diagnosis of diseases and new treatment options for patients. Working at Illumina means being part of something bigger than yourself. Every person, in every role, has the opportunity to make a difference. Surrounded by extraordinary people, inspiring leaders, and world changing projects, you will do more and become more than you ever thought possible. Position Summary: The Senior Manager, Finance serves as the Finance lead for Global Logistics & Distribution, Global Trade & Compliance, Packaging Engineering, cost-to-deliver financial management, and regional supply chain operations. This role establishes financial objectives, forecast methodologies, and savings tracking mechanisms across freight, duties, tariffs, logistics costs, trade compliance initiatives, and supply chain transformation programs. The position partners with Supply Chain, Logistics, Trade Compliance, Accounting, Operations, and Finance leadership to translate operational drivers into financial outcomes, improve gross margin visibility, strengthen forecast accuracy, and drive accountability for committed savings. The role leads financial planning, budgeting, business case modeling, savings validation, risk and opportunity assessment, and executive-level decision support for major initiatives such as new distribution centers, tariff mitigation, cost-to-deliver reporting, and regional supply chain efficiency programs. *This is a full-time role, Monday through Friday, with an expectation of 2-3 in-o

At Vanta, our mission is to help businesses earn and prove trust. We believe that security should be monitored and verified continuously, and we empower companies to practice better security and prove it with ease. Vanta has a kind and talented team, and while some have prior security experience, many have been successful at Vanta without it. As a Senior Product Designer, Risk Modeling at Vanta, you will help define how organizations identify, assess, prioritize, treat, and communicate risk with clarity and confidence. The Risk Modeling team builds product experiences that help security, compliance, and business leaders manage and model risk as an ongoing practice. The team brings together risk registers, risk scenarios, configurable scoring models, controls, owners, treatment plans, residual risk, approvals, and reporting. Our goal is to turn complex, high-stakes risk workflows that are often managed through fragmented spreadsheets and manual processes into clear, connected, and actionable experiences. As a Senior Product Designer on this team, you will shape both foundational risk-management capabilities and the customer-facing workflows built on top of them. You will partner with Product, Engineering, Research, Data, Customer Success, Solutions, and risk subject-matter experts to turn ambiguous problems into thoughtful, scalable, and understandable experiences. The patterns you establish will influence product teams across Vanta. What you’ll do as a Senior Product Designer, Risk Modeling at Vanta: Lead end-to-end design for Risk Modeling projects, from problem framing and discovery through launch, measurement, and iteration. Make complex risk concepts and workflows understandable, including risk registers, risk scenarios, scoring models, treatment plans, approvals, and residual risk. Design experiences that help risk managers and business stakeholders move from documenting a risk to modeling its future impact. Create patterns for reviewing, approving, updating, a

Celonis is the trusted platform to industrialize Enterprise AI. At our core is the Celonis Context Model — which combines process data, business knowledge, and intelligence into a living digital twin of the enterprise that AI can actually understand, turning AI's operational blind spots into operational clarity. World's leading companies trust Celonis and its global ecosystem of partners to make their AI agents, people, systems, and processes work together, achieving transformational outcomes. We believe there's a massive opportunity to unlock global productivity and sustainability by giving AI the context to understand how every business process really works. Join our mission to make processes work for people, companies, and the planet. The Team: The Global Lead, GTM Strategy and Planning will work as part of the Revenue Operations leadership team, reporting to the SVP Revenue Operations. This role is the strategic architect of Celonis' annual and multi-year GTM planning processes, coordinating across Sales, Marketing, Value Engineering, Services, Finance, and the broader business to ensure aligned, balanced, and executable go-to-market strategy. This person is responsible for ensuring our GTM investments, resource allocation, and organizational structure are optimized to drive sustainable growth and performance. The Role: This role owns the design and execution of our integrated GTM planning processes. You will lead comprehensive territory planning, segmentation strategy, role definition, and resource allocation exercises that balance growth objectives with sustainable unit economics. You will be the custodian of our GTM ratios and thought leader on how we structure our go-to-market. You will design and maintain the planning systems and frameworks we use to make decisions, while also being comfortable working offline and with custom modeling to stress-test plans and guide strategic decisions. You will coordinate senior stakeholders across the business to build con

Celonis is the trusted platform to industrialize Enterprise AI. At our core is the Celonis Context Model — which combines process data, business knowledge, and intelligence into a living digital twin of the enterprise that AI can actually understand, turning AI's operational blind spots into operational clarity. World's leading companies trust Celonis and its global ecosystem of partners to make their AI agents, people, systems, and processes work together, achieving transformational outcomes. We believe there's a massive opportunity to unlock global productivity and sustainability by giving AI the context to understand how every business process really works. Join our mission to make processes work for people, companies, and the planet. The Team: The Global Lead, GTM Strategy and Planning will work as part of the Revenue Operations leadership team, reporting to the SVP Revenue Operations. This role is the strategic architect of Celonis' annual and multi-year GTM planning processes, coordinating across Sales, Marketing, Value Engineering, Services, Finance, and the broader business to ensure aligned, balanced, and executable go-to-market strategy. This person is responsible for ensuring our GTM investments, resource allocation, and organizational structure are optimized to drive sustainable growth and performance. The Role: This role owns the design and execution of our integrated GTM planning processes. You will lead comprehensive territory planning, segmentation strategy, role definition, and resource allocation exercises that balance growth objectives with sustainable unit economics. You will be the custodian of our GTM ratios and thought leader on how we structure our go-to-market. You will design and maintain the planning systems and frameworks we use to make decisions, while also being comfortable working offline and with custom modeling to stress-test plans and guide strategic decisions. You will coordinate senior stakeholders across the business to build con

Celonis is the trusted platform to industrialize Enterprise AI. At our core is the Celonis Context Model — which combines process data, business knowledge, and intelligence into a living digital twin of the enterprise that AI can actually understand, turning AI's operational blind spots into operational clarity. World's leading companies trust Celonis and its global ecosystem of partners to make their AI agents, people, systems, and processes work together, achieving transformational outcomes. We believe there's a massive opportunity to unlock global productivity and sustainability by giving AI the context to understand how every business process really works. Join our mission to make processes work for people, companies, and the planet. The Team: The Global Lead, GTM Strategy and Planning will work as part of the Revenue Operations leadership team, reporting to the SVP Revenue Operations. This role is the strategic architect of Celonis' annual and multi-year GTM planning processes, coordinating across Sales, Marketing, Value Engineering, Services, Finance, and the broader business to ensure aligned, balanced, and executable go-to-market strategy. This person is responsible for ensuring our GTM investments, resource allocation, and organizational structure are optimized to drive sustainable growth and performance. The Role: This role owns the design and execution of our integrated GTM planning processes. You will lead comprehensive territory planning, segmentation strategy, role definition, and resource allocation exercises that balance growth objectives with sustainable unit economics. You will be the custodian of our GTM ratios and thought leader on how we structure our go-to-market. You will design and maintain the planning systems and frameworks we use to make decisions, while also being comfortable working offline and with custom modeling to stress-test plans and guide strategic decisions. You will coordinate senior stakeholders across the business to build con

We at NVIDIA seek an Senior Developer Relations, Automated Synthetic Chemistry Science Lead who can coordinate science streams. This role exists at the crossroads of experimental science, optimization, analytical characterization, AI modeling, laboratory automation, and data infrastructure. It demands a practitioner with a background in research who can lead interdisciplinary science teams and accelerate experimentation without compromising scientific quality. What you'll be doing: Coordinate the operating plan across research priorities, technical execution, and program achievements. Convert research objectives into experimental priorities, parameter-space development, campaign planning, and success criteria. Lead research initiatives encompassing synthetic chemistry, catalysis, process chemistry, machine learning, automated systems, and data processing. Build standardized experimental traces capturing successful and unsuccessful outcomes, metadata, quality-control signals, analytical summaries. Guide AI systems for feasibility assessment, outcome prediction, optimization, scope exploration, and campaign orchestration. Integrate automated experimentation, analytical data streams, data curation, model retraining, and campaign decisions into a closed-loop operating model. Establish science-stream governance: build reviews, decision logs, risk and dependency tracking, quality thresholds, and paths for addressing blocking issues. Prepare recurring workstream readouts for program leadership, including scientific progress, critical decisions, cross-team dependencies, resource needs, and unresolved risks. What we need to see: PhD (or equivalent experience) with 10+ years of hands-on experience in experimental science, chemical engineering, material science, robotics, a

Our vision is to transform how the world uses information to enrich life for all . Micron Technology is a world leader in innovating memory and storage solutions that accelerate the transformation of information into intelligence, inspiring the world to learn, communicate and advance faster than ever. Summary Department Introduction The Operations Central Team drives manufacturing execution, capacity planning, and capital optimization across Micron’s global manufacturing network! The team partners closely with Supply Chain, Finance, Engineering, Procurement, Production, and Planning organizations to improve operational efficiency, enable cost savings, and support strategic business objectives through data-driven decision making. Position Overview As a Global Planning Modeling Engineer, you will serve as a key contact for the manufacturing network, evaluating and presenting the capital impacts of process and technology changes to Manufacturing and R&D leaders! This role is responsible for capacity modeling, capital planning, financial analysis, and process optimization. Responsibilities Optimize installed equipment capacity and lead site-level and tool-level studies to improve throughput and manufacturing efficiency. Manage, audit, and validate Probe capacity models and systems to determine network capital requirements. Perform financial analyses for capital equipment investments, including metrics optimization, process flexibility, capacit

About Pinterest: Millions of people around the world come to our platform to find creative ideas, dream about new possibilities and plan for memories that will last a lifetime. At Pinterest, we’re on a mission to bring everyone the inspiration to create a life they love, and that starts with the people behind the product. Discover a career where you ignite innovation for millions, transform passion into growth opportunities, celebrate each other’s unique experiences and embrace the flexibility to do your best work. Creating a career you love? It’s Possible. At Pinterest, AI isn't just a feature, it's a powerful partner that augments our creativity and amplifies our impact, and we’re looking for candidates who are excited to be a part of that. To get a complete picture of your experience and abilities, we’ll explore your foundational skills and how you collaborate with AI. Through our interview process, what matters most is that you can always explain your approach, showing us not just what you know, but how you think. You can read more about our AI interview philosophy and how we use AI in our recruiting process here . We are looking for a Staff Machine Learning Engineer to lead the technical vision for our Ads Conversion Core Modeling team, building the state-of-the-art systems that power our global marketplace. What you’ll do: Lead the technical direction and development of state-of-the-art applied ML projects for ads conversion. Design and build large-scale DNN models to improve user action prediction with low latency. Mine text, visual, and user signals to better understand intention and infer interests from online activity. Use AI to accelerate analysis and iteration, while applying judgment and verification to ensure correctness and quality. Automate repeatable tasks such as documentation, reporting, and QA checks to speed up the development lifecycle. Coach and mentor engineers whi

At Freddie Mac, our mission of Making Home Possible is what motivates us, and it’s at the core of everything we do. Since our charter in 1970, we have made home possible for more than 90 million families across the country. Join an organization where your work contributes to a greater purpose. Position Overview: Freddie Mac is seeking a highly experienced Director, Title Risk Assessment and Automation Solutions to lead the development, evaluation, and enhancement of automated solutions that assess title risk for single-family mortgage loans. This leader will help define how Freddie Mac identifies loans with low title risk that can be purchased with confidence, while maintaining appropriate standards for clear and marketable title, risk management, consumer protection, and regulatory compliance. This role requires deep subject matter expertise in the title insurance and mortgage industries, including title data sources, title search and examination processes, title underwriting standards, title defects, curative workflows, and automated title decisioning. The successful candidate will understand both the business and technical components of title risk assessment, including how to evaluate available title-related data, obtain and govern that data, and develop or vet rules-based, analytics-based, and model-supported title risk engines. The Director will work closely with teams across Freddie Mac, including Credit Risk Management, Collateral Policy, Legal, Fair Lending, Modeling, Technology, Seller Engagement, Operations, Oversight, and FHFA-facing stakeholders. This leader will also engage with lenders, title vendors, settlement service providers, data vendors, and technology providers to understand market capabilities and drive responsible innovation. Our Impact: The Single-Family Credit Risk Management team proactively identifies, assesses, and mitigates credit risk to su