Model Behavior Engineer Jobs

Join us in building the future of finance. Our mission is to democratize finance for all. An estimated $124 trillion of assets will be inherited by younger generations in the next two decades. The largest transfer of wealth in human history. If you’re ready to be at the epicenter of this historic cultural and financial shift, keep reading. About the team & role We are building an elite team, applying frontier technologies to the world’s biggest financial problems. We’re looking for bold thinkers. Sharp problem-solvers. Builders who are wired to make an impact. Robinhood isn’t a place for complacency, it’s where ambitious people do the best work of their careers. We’re a high-performing, fast-moving team with ethics at the center of everything we do. Expectations are high, and so are the rewards. The team’s mission is to safeguard the financial stability of our trading operations. By independently challenging front-line strategies and validating complex margin models, we ensure the safe and sustainable growth of our derivatives product. As a Derivatives Risk Oversight Lead , you will serve as a key representative of Second Line of Defense for our derivatives trading platform, leading the oversight and continuous enhancement of risk management frameworks across the derivatives product and the Bitstamp Financial Services (BFS) entity. This role is based in our Luxembourg office, with in-person attendance expected at least 3 days per week. At Bitstamp by Robinhood, we believe in the power of in-person work to accelerate progress, spark innovation, and strengthen community. Our office experience is intentional, energizing, and designed to fully support high-performing teams. What you’ll do Support the Director of Risk in implementing and managing the financial risk management programs for the Bitstamp Financial Services (BFS) Entity and other parts of the Bitstamp group, with particular focus on market, product, counterparty, margin, collateral, and liquidity r

Ready to do the most impactful work of your career? At Coinbase , we are uncompromising on our mission to increase economic freedom. The bar is high, the environment is intense, and we like it that way. This isn't a place for complacency, it’s a place to be pushed past your perceived limits. If you're ready to build the future of finance alongside people who refuse to settle for "good enough," you belong here. Coinbase is a remote-first, but not remote-only company. Expect to get together quarterly for intense in-person working sessions called “surges.” learn more about working at Coinbase . As a Business Operations Senior Associate on the Business Operations & Strategy team within the Institutional group, you'll partner directly with senior leadership on Coinbase's highest-priority strategic and operational challenges. You'll work primarily with Institutional product and sales leaders, structuring complex problems, building quantitative business cases, and translating data into executive-level recommendations that shape product and segment strategy. What you'll do: Structure complex, ambiguous strategic problems for Coinbase's leadership team and develop actionable recommendations backed by data and quantitative modeling. Build business cases and financial models that identify new opportunities and directly inform Institutional product and go-to-market strategy. Develop and maintain a deep understanding of competitive positioning, peer benchmarks, and the evolving crypto landscape to sharpen strategic recommendations. Design and implement experiments to validate hypotheses, measure impact, and drive measurable changes across Institutional products. Own problems end-to-end, from initial framing through analysis, recommendation, and implementation, not just the slide deck. Strengthen team capabilities by improving existing processes, frameworks, and operational tooling. Required Skills and Experience: 5+ years of experience in management consulting, i

Ready to do the most impactful work of your career? At Coinbase , we are uncompromising on our mission to increase economic freedom. The bar is high, the environment is intense, and we like it that way. This isn't a place for complacency, it’s a place to be pushed past your perceived limits. If you're ready to build the future of finance alongside people who refuse to settle for "good enough," you belong here. Coinbase is a remote-first, but not remote-only company. Expect to get together quarterly for intense in-person working sessions called “surges.” learn more about working at Coinbase . The Core Automation team envisions a future where AI-powered operations lead to seamless, delightful experiences for customers and maximum value for shareholders. Towards this vision, our strategy is to 1) start with re-imagining and automating Compliance operations with Agentic AI, 2) incorporate learnings from this automation experience and build primitives and orchestration solutions that allow us to scale, and 3) scale across a variety of domains enabling AI to enhance every part of customer experience and internal processes. It is day 1 for us. We are laser focused on automating compliance processes today. This is not just focused on driving efficiencies by automating manual processes, but reimagining what processes and systems must look like in a fully AI driven automated world, and then bring that vision to reality, working across cross functional teams to offer a delightful customer experience, improve compliance posture and deliver outsized shareholder value. What you’ll be doing (ie. job duties): Explore and apply advanced GenAI techniques, including large language models (LLMs) and Agentic AI, to solve complex challenges across the organization. Partner with and influence Operations and Compliance organizations to maximize impact. Build and manage engineering teams in the Compliance domain, to guide the development of features, services, and infrastructure

Ready to do the most impactful work of your career? At Coinbase , we are uncompromising on our mission to increase economic freedom. The bar is high, the environment is intense, and we like it that way. This isn't a place for complacency, it’s a place to be pushed past your perceived limits. If you're ready to build the future of finance alongside people who refuse to settle for "good enough," you belong here. Coinbase is a remote-first, but not remote-only company. Expect to get together quarterly for intense in-person working sessions called “surges.” learn more about working at Coinbase . Team/ Role Paragraph: The FP&A team is at the heart of Coinbase's strategic execution, translating our ambitious mission to unlock economic freedom into a sustainable financial reality. We ensure the company's resources are deployed effectively, providing the data-driven guidance that fuels our growth and powers the future of finance. We own the company’s financial roadmap, from the annual operating plan and rolling forecasts to the in-depth business reviews that ensure we drive efficiency and make informed trade offs As a Senior Financial Analyst on the FP&A team, you'll serve as the financial partner to Consumer leadership, owning the analysis and planning that guides how we allocate resources and drive efficiency across one of Coinbase's largest business lines. The FP&A team owns the company's financial roadmap, from the annual operating plan and rolling forecasts to the business reviews that power strategic trade-offs, and your work will directly shape how Consumer scales. What you'll do: Own end-to-end forecasting, budgeting, and monthly financial deliverables for Consumer OpEx, ensuring precision and on-time delivery across all planning cycles. Build and maintain driver-based financial models that quantify risks, opportunities, and scenario outcomes for Consumer leadership. Drive monthly variance analysis and month-end close for your areas, partneri

Ready to do the most impactful work of your career? At Coinbase , we are uncompromising on our mission to increase economic freedom. The bar is high, the environment is intense, and we like it that way. This isn't a place for complacency, it’s a place to be pushed past your perceived limits. If you're ready to build the future of finance alongside people who refuse to settle for "good enough," you belong here. Coinbase is a remote-first, but not remote-only company. Expect to get together quarterly for intense in-person working sessions called “surges.” learn more about working at Coinbase . We're hiring an Analytics Engineer to join the Compliance Technology team within the Platform organization. This team builds and operates data and detection capabilities that enable Coinbase to meet global BSA/AML and related regulatory obligations at scale, partnering with Compliance, Product, and Engineering to ensure monitoring and investigative controls are effective, measurable, and auditable. You'll build and own end-to-end data pipelines that power compliance detection and decisioning, improving signal quality, defining control performance measurement, and creating scalable tooling that makes compliance data easier to trust and use. What you'll do: Build and maintain curated datasets and data models (e.g., case, alert, entity, transaction, and risk features) that power compliance controls across Transaction Monitoring, EDD/KYC, and Screening systems. Own data quality for compliance datasets by implementing validation checks, monitoring, lineage tracking, and documentation to ensure outputs are accurate, complete, and audit-ready. Partner with cross-functional engineering teams and Compliance stakeholders to close upstream data gaps, standardize instrumentation, and translate control requirements into scalable data structures and feature sets. Drive detection signal quality improvements by analyzing detection outputs, identifying opportunities to reduce non-act

Ready to do the most impactful work of your career? At Coinbase , we are uncompromising on our mission to increase economic freedom. The bar is high, the environment is intense, and we like it that way. This isn't a place for complacency, it’s a place to be pushed past your perceived limits. If you're ready to build the future of finance alongside people who refuse to settle for "good enough," you belong here. Coinbase is a remote-first, but not remote-only company. Expect to get together quarterly for intense in-person working sessions called “surges.” learn more about working at Coinbase . As a Senior Staff Software Engineer on the Platform Payments team, you'll define the engineering vision for how fiat moves into and out of Coinbase across 50+ countries and payment rails. This team builds and operates the fiat on- and off-ramps, routing, orchestration, and funds-flow services that power every customer-facing payment experience. You'll own the multi-quarter technical strategy, architect for global scale and reliability, and drive platform-level improvements that directly impact payment success rates, latency, and cost efficiency. What you'll do: Define and drive the multi-quarter technical strategy for Payments spanning rails, orchestration, and transfers to support new products, geos, and significant growth in payment volume. Architect and evolve the core Payments platform (rails integrations, routing, and funds-flow services) for high availability, low latency, and cost efficiency at global scale. Lead end-to-end design and rollout of large, cross-team initiatives (e.g., new global rails, decomp/migrations, resiliency programs), breaking ambiguity into clear milestones and measurable outcomes. Set and enforce technical standards for financial correctness across Payments, including idempotency, reconciliation, failure-mode handling, and auditability for all money-movement paths. Partner with FinHub, Payments Risk, Regulatory Platform, and Produc

Ready to do the most impactful work of your career? At Coinbase , we are uncompromising on our mission to increase economic freedom. The bar is high, the environment is intense, and we like it that way. This isn't a place for complacency, it’s a place to be pushed past your perceived limits. If you're ready to build the future of finance alongside people who refuse to settle for "good enough," you belong here. Coinbase is a remote-first, but not remote-only company. Expect to get together quarterly for intense in-person working sessions called “surges.” learn more about working at Coinbase . As a Staff Data Scientist on the Data Science team within the Platform group, you'll own pricing experimentation and strategy for Coinbase's Consumer & Business products. This team partners directly with Product, Engineering, and Design to turn deep analytical expertise into decisions that move the company's bottom line. You'll design and analyze pricing tests, build models that identify optimal strategies, and communicate findings to executives and cross-functional leaders. What you'll do: Own end-to-end pricing experimentation, from test design through analysis and recommendation Build and refine pricing models and evaluation frameworks that determine optimal pricing strategy across consumer products Partner with Product, Engineering, and Finance stakeholders to develop pricing vision, roadmap, and priorities Develop and maintain data pipelines and data models that power pricing analytics with production-grade craftsmanship Synthesize complex findings into clear, actionable recommendations and present them to senior leadership Required Skills and Experience: 8+ years of experience in data science with a focus on pricing experimentation, causal inference, and statistical modeling (PhD preferred, or Master's in Economics, Statistics, or related quantitative field) 5+ years directly leading pricing or experimentation workstreams, including designing A/B tests and

Ready to do the most impactful work of your career? At Coinbase , we are uncompromising on our mission to increase economic freedom. The bar is high, the environment is intense, and we like it that way. This isn't a place for complacency, it’s a place to be pushed past your perceived limits. If you're ready to build the future of finance alongside people who refuse to settle for "good enough," you belong here. Coinbase is a remote-first, but not remote-only company. Expect to get together quarterly for intense in-person working sessions called “surges.” learn more about working at Coinbase . Staff Machine Learning Engineer, Identity Verification As a Staff Machine Learning Engineer on the Identity Verification team within the Platform group, you'll own the ML systems that determine whether a person, document, and capture session are legitimate. Every signup, account recovery, and high-risk action at Coinbase depends on these models. You'll lead the technical strategy for IDV ML end-to-end, from architecture through production enforcement, protecting the integrity of millions of accounts. What you'll do: Own the full IDV ML stack, including document authenticity models, 1:1 and 1:N face-match, liveness detection, presentation-attack detection, and deepfake/injection detection from feature pipeline through threshold tuning and production enforcement. Build identity-graph systems using GNNs that cluster accounts sharing biometric, device, and document signals to detect synthetic-identity rings and coordinated fraud at onboarding. Develop behavioral and device-intelligence models for capture-session anomaly detection, bot-vs-human classification, and device-fingerprint-based risk scoring at real-time latency. Drive vendor ML strategy by benchmarking external models against a Coinbase-owned evaluation set, designing dynamic routing logic across providers and geographies, and building the in-house evaluation layer that catches regressions before they reac

Ready to do the most impactful work of your career? At Coinbase , we are uncompromising on our mission to increase economic freedom. The bar is high, the environment is intense, and we like it that way. This isn't a place for complacency, it’s a place to be pushed past your perceived limits. If you're ready to build the future of finance alongside people who refuse to settle for "good enough," you belong here. Coinbase is a remote-first, but not remote-only company. Expect to get together quarterly for intense in-person working sessions called “surges.” learn more about working at Coinbase . As a Senior Finance & Strategy Manager on the Core FP&A team, you'll provide CFO-level financial partnership to critical support functions across Coinbase, including People, Legal, Compliance, Policy, and Finance. This team sits at the center of company-wide resource allocation, investment strategy, and long-term financial planning. You'll partner directly with multiple C-level executives and their leadership teams to shape how Coinbase deploys capital and scales its operations, while leading and developing a team of finance professionals. What you'll do: Own the financial health of multiple major functional areas, serving as the primary finance partner to 3+ C-level executives and their leadership teams on resource allocation, investment strategy, and long-term planning. Drive the vision for how Finance partners with the business by identifying and implementing new analytical frameworks, efficiency opportunities, and operational improvements. Lead and develop a team of finance professionals, setting clear performance expectations and building a culture of strategic thinking and continuous improvement. Partner cross-functionally with People, Legal, Compliance, Policy, and Finance leadership to align on budgets, forecasts, headcount planning, and strategic priorities. Shape company-wide investment decisions by building financial models, scenario analyse

Ready to do the most impactful work of your career? At Coinbase , we are uncompromising on our mission to increase economic freedom. The bar is high, the environment is intense, and we like it that way. This isn't a place for complacency, it’s a place to be pushed past your perceived limits. If you're ready to build the future of finance alongside people who refuse to settle for "good enough," you belong here. Coinbase is a remote-first, but not remote-only company. Expect to get together quarterly for intense in-person working sessions called “surges.” learn more about working at Coinbase . As a Senior Software Engineer on the AI Platform team within the Platform group, you'll build and operate the LLM and agent infrastructure that every team at Coinbase depends on. This team owns the company's single path to large language models and the full agent lifecycle: build, deploy, run, observe, and improve. You'll lead multi-quarter technical initiatives across the platform, from gateway and runtime systems to knowledge bases and applied AI agents, directly shaping how Coinbase scales AI across the organization. What you'll do: Own the architecture and delivery of core platform systems including the LLM Gateway (60+ models, auth, PII redaction, fallbacks, cost optimization), AI Hub, and agent runtime with microVM sandboxes and governed MCP gateway Drive the design and implementation of Knowledge Base infrastructure, connecting data sources to auto-provisioned vector and markdown stores queryable by any agent Lead AI FinOps capabilities including spend attribution, governance, and cost optimization across all AI workloads company-wide Partner across engineering, security, legal, finance, product, and external partners at frontier labs and major cloud providers to ship high-impact platform capabilities Build evaluation and observability tooling including LLM-as-judge harnesses, full tracing, and feedback loops that let subject matter experts refine production a

At Lyft, our purpose is to serve and connect. We aim to achieve this by cultivating a work environment where all team members belong and have the opportunity to thrive. The Core Rider team is responsible for the Lyft consumer app you know and love. This team spans the entire consumer journey across the request and purchase flows, search, pickups and dropoffs, the post-match experience, and the in-trip experience. We're looking for a Product Design Manager to lead design for this journey, and to manage a team of designers who own both the long-term vision for that experience and the day-to-day craft and quality that keeps it coherent as the app scales. This is the core of the Lyft rider experience, used by millions of people every day, and the foundation that every other part of the Rider org builds on top of. Your team's work needs to hold up everywhere, from the simplest suburban home to JFK Airport, and across every mode of transportation, rideshare, autonomous vehicles, and beyond. This role sits at the center of Rider Design, managing a team of designers responsible for the core journey and the platform work that supports it. You'll partner closely with a Staff Product Manager and cross-functional engineering leads to set direction for the experience, and you'll manage the execution layer that makes that direction real: migrations, AI-native tooling adoption, and the design standards that keep the journey consistent as it extends to serve AVs and targeted rider segments. You'll balance long-range vision with the discipline of shipping reliably, and you'll be the person who ensures craft quality holds across a broad, high-traffic surface. Responsibilities: Own the design vision and roadmap for the core rider journey Manage and develop a team of product designers, setting cle

At Lyft, our purpose is to serve and connect. We aim to achieve this by cultivating a work environment where all team members belong and have the opportunity to thrive. We are seeking an exceptional Director, Strategic Finance to join our leadership team, reporting to the Head of FP&A. This leader will serve as the senior finance partner across several of Lyft's critical business lines: Autonomous Vehicles, Luxury, and Growth Initiatives. This leader will be driving strategic financial decision-making through advanced analytics, consumer tech expertise, and proven ROI frameworks. This role demands a finance leader with deep consumer technology experience who can be a self-starter and translate complex business dynamics into actionable business insights and drive measurable performance. Responsibilities: Lead comprehensive financial planning, budgeting, and forecasting for the supported business leaders, including revenue and contracts optimization, complex modeling and scenario planning. Partner directly with business leaders and executive leadership to develop and execute against strategic finance initiatives and key investment decisions. Drive forecast updates, quarterly business reviews with sophisticated analysis of business performance. Drive long-term planning (inclusive of capital allocation and capex planning) for emerging businesses. Build and maintain advanced ROI frameworks across the business, inclusive of ROIC and Free Cash Flow. Proactively identify opportunities to improve efficiency, profitability, and growth through deep-dive analysis and competitive benchmarking. Design and implement automated financial models and dashboards that provide real-time visibility into key business drivers and performance indicators. Drive scenario planning and sensitivity analysis to support strategic decisions around new businesses and investments, product launches, and capital allocation. Manage the quarterly performance of the business. Build, manage, and develop

At Lyft, our purpose is to serve and connect. We aim to achieve this by cultivating a work environment where all team members belong and have the opportunity to thrive. Sitting within the broader Safety & Customer Care team, Lyft's Customer Care Operations organization manages over 1.7 million monthly customer interactions and serves as the company's primary direct touchpoint with riders, drivers, and businesses — spanning frontline support across multiple customer segments, a global BPO workforce, and the central functions that enable them to operate at scale. The Director of Business Planning & Central Operations is a newly created role at the center of how Customer Care runs and grows. This leader will ensure the org is resourced and positioned for the future, and will own the functions that keep Customer Care financially disciplined and execution-ready. Reporting to the Senior Director of Customer Care Operations, they will lead five functions: Planning & Forecasting, Workforce Management, Readiness & Integration, Vendor Management, and Support Excellence. What You'll Do Business Planning & Strategy Partner with the Senior Director to drive H1 and H2 planning — translating annual objectives into operational plans, investment decisions, and resource models. Lead the investment brief process: sizing opportunities, articulating trade-offs, and building the business cases that secure resourcing for strategic priorities. Drive capacity planning, scenario modeling, and long-range forecasting to ensure the internal and external workforce scales efficiently alongside platform growth and AI adoption. Define and operationalize OKRs across the portfolio, then build the rhythms and infrastructure — scorecards, business reviews, and performance dashboards — that hold teams accountable and give leadership clear visibility into progress and outcomes. Growth & Integrations Lead operational readiness for major product launches, external partnerships, and

At Lyft, our purpose is to serve and connect. We aim to achieve this by cultivating a work environment where all team members belong and have the opportunity to thrive. Sitting within the broader Safety & Customer Care team, Lyft's Customer Care Operations organization manages over 1.7 million monthly customer interactions and serves as the company's primary direct touchpoint with riders, drivers, and businesses — spanning frontline support across multiple customer segments, a global BPO workforce, and the central functions that enable them to operate at scale. The Director of Business Planning & Central Operations is a newly created role at the center of how Customer Care runs and grows. This leader will ensure the org is resourced and positioned for the future, and will own the functions that keep Customer Care financially disciplined and execution-ready. Reporting to the Senior Director of Customer Care Operations, they will lead five functions: Planning & Forecasting, Workforce Management, Readiness & Integration, Vendor Management, and Support Excellence. What You'll Do Business Planning & Strategy Partner with the Senior Director to drive H1 and H2 planning — translating annual objectives into operational plans, investment decisions, and resource models. Lead the investment brief process: sizing opportunities, articulating trade-offs, and building the business cases that secure resourcing for strategic priorities. Drive capacity planning, scenario modeling, and long-range forecasting to ensure the internal and external workforce scales efficiently alongside platform growth and AI adoption. Define and operationalize OKRs across the portfolio, then build the rhythms and infrastructure — scorecards, business reviews, and performance dashboards — that hold teams accountable and give leadership clear visibility into progress and outcomes. Growth & Integrations Lead operational readiness for major product launches, external partnerships, and

At Lyft, our purpose is to serve and connect. We aim to achieve this by cultivating a work environment where all team members belong and have the opportunity to thrive. As a Data Scientist in the Pay, Integrity & Identity org, you will collaborate with our world class team of engineers, product managers, analysts and other data scientists to help create best in class pay platforms, stop fraudulent actors from harming our riders & drivers fraud and build user trust on the Lyft platform. You will run experiments (A/B tests) and develop data driven solutions to launch new features and remove the bad actors from the Lyft platform while maintaining a positive experience for genuine users. We’re looking for an intellectually curious individual who has extraordinary attention to detail, a track record of analytical problem-solving and skilled communication. Prior experience in the fintech, fraud or identity space is preferred. Responsibilities: Design and analyze experiments in collaboration with other scientists, product & engineering; communicate findings to stakeholders and facilitate launch decisions Leverage advanced statistical techniques to generate quantitative insights and develop machine learning models Analyze the wide variety of signals available to identify patterns in large datasets and uncover root causes Partner with product managers, engineers, and operators to translate analytical insights into decisions and action Build data pipelines and develop analytical frameworks to monitor business and product performance Set business metrics that measure the health of our products, as well as passenger and driver experience Collaborate with product and engineering and communicate findings to stakeholders in a clear and concise manner Experience: Degree in a quantitative field such as statistics, economics, applied math, operations research or engineering (advanced degrees preferred), or relevant work experience 4-6+ years of industry experi