Jobs in United States

Ai Security Analyst in United States

5,082 active opportunities · Updated October 2026

Explore current ai security analyst jobs across United States. Filter by work mode, employment type, experience, department, date posted and distance.

C
📍 New York, New York, United States· Full-time
✓ High-confidence listingCompany trend -72%

From £75K/yr

Quick readStrong listing-quality and freshness signals

Who are we? Cohere is the leading security-first enterprise AI company. We build cutting-edge foundation AI models and end-to-end products that are designed to solve real-world business problems. We’re training and deploying frontier models for enterprises who are building AI systems. We believe that our work is instrumental to the widespread adoption of AI and we are looking for folks that want to be part of that. We obsess over what we build. Each one of us is responsible for contributing to increasing the capabilities of our models and the value they drive for our customers. Cohere is a team of researchers, engineers, designers, and more, who are all passionate about their craft. We are a global technology company headquartered in Toronto with key offices in London, New York City, San Francisco, Montreal, Paris, Berlin and Seoul. Join us! RevOps Analyst (Analytics) Department: Revenue Operations Function: GTM Analyst, Analytics Location: NYC, SF, Toronto The Revenue Operations team’s mission is to build and maintain the systems, data, and processes that power our go-to-market engine. We are looking for a Revenue Operations Analyst, Analytics to join the team, reporting to the Head of Revenue Operations, focused on partnering with the business to deliver insight to drive measurable revenue growth and operational impact. In this role you may: Partner with GTM leadership to elevate reporting, systems and process to drive revenue growth and decision making Manage, and enhance our quote-to-cash processes to ensure accuracy and compliance Collaborate cross-functionally to enable the Revenue team to be able to see a 360 degree view of the customer in the CRM, including product usage, customer engagement (support tickets, sales emails, marketing campaigns, attribution) and contract data to drive revenue growth and improve sales productivity Drive initiative to improve data hygiene, reporting accuracy and CRM governance Manage urgent ad hoc operational requests This role

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📍 United States· Full-time· Remote
✓ High-confidence listingCompany trend -85.7%
Quick readStrong listing-quality and freshness signals

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 GTM Strategy & Operations Analyst, Account Management at Vanta, you will support the day-to-day operations and strategic execution of our global Account Management organization. You’ll partner closely with Account Managers and AM leadership to improve forecasting, pipeline generation, renewals, expansion, book management, and overall operational rigor. Revenue Operations at Vanta aims to unlock revenue for our GTM teams by building scalable processes, delivering actionable insights, and removing operational friction. Within Account Management, this means helping our teams retain and grow customers while creating the operating infrastructure and visibility leaders need to run the business effectively. Success in this role is determined by your ability to operate with speed and precision, turn data into actionable insights, build strong partnerships with the field, and continuously improve how our Account Management organization operates. What you’ll do as a GTM Strategy & Operations Analyst, Account Management at Vanta: Serve as a key operational partner to Account Managers and AM leadership, helping resolve day-to-day operational questions and escalations related to account ownership, Rules of Engagement, renewals, expansion, pipeline, and GTM data. Own and support the AM operating rhythm, including recurring forecast and pipeline preparation, business reviews, scorecards, and performance reporting. Inspect renewal, expansion, pipeline, and retention performance to identify trends, risks, and opportunities and translate those findings into clear recommendations for AM leadership. Run recurring audits across pipelin

RestAIGoRust
B
📍 San Francisco, California, United States· Full-time· Remote
✓ High-confidence listingCompany trend -73.6%
Quick readStrong listing-quality and freshness signals

ABOUT BASETEN Baseten powers mission-critical inference for the world's most dynamic AI companies, like Cursor, Notion, OpenEvidence, Abridge, Clay, Gamma, and Writer. By uniting applied AI research, flexible infrastructure, and seamless developer tooling, we enable companies operating at the frontier of AI to bring cutting-edge models into production. We're growing quickly and recently raised our $1.5B Series F , led by Altimeter Capital, Conviction Partners, and Spark Capital. Join us and help build the platform engineers turn to ship AI products. THE ROLE We are bringing our people systems in-house on Workday, and we are hiring our first dedicated Workday Analyst to make it excellent. You will join while the implementation is underway, ramp alongside our deployment partner, and own the tenant from go-live onward. This is a hands-on configuration role: you will build business processes, manage security, load data, and test releases yourself, and you will teach others on the People team to do the same as we grow. If you want to shape a Workday environment from its first day in production instead of inheriting years of someone else's decisions, this is that rare opening. RESPONSIBILITIES Own day-to-day Workday configuration: business processes, security groups and roles, custom reports, calculated fields, and tenant settings Build and run EIB loads for data changes, mass updates, and audits Own the twice-yearly Workday release cycle: evaluate new features, regression-test, and roll out changes safely Shadow the implementation build, then take over tenant ownership at go-live Monitor integrations and triage issues with our IT team and vendors Support payroll configuration in partnership with our Accounting team and payroll services provider Field and resolve system requests from employees, managers, and the People team Mentor teammates so Workday administration becomes a team capability, not a single point of failure REQUIREMENTS 4+ years administering a live Workday

Machine LearningAIAccountingPayroll
G
📍 United States· Full-time· Remote
✓ High-confidence listingCompany trend -97.9%

From $126.4K/yr

Quick readStrong listing-quality and freshness signals

GitLab is the intelligent orchestration platform for DevSecOps. GitLab enables organizations to increase developer productivity, improve operational efficiency, reduce security and compliance risk, and accelerate digital transformation. More than 50 million registered users and more than 50% of the Fortune 100* trust GitLab to ship better, more secure software faster. The same principles built into our products are reflected in how our team works: we embrace AI as a core productivity multiplier, with all team members expected to incorporate AI into their daily workflows to drive efficiency, innovation, and impact. GitLab is where careers accelerate, innovation flourishes, and every voice is valued. Our high-performance culture is driven by our values and continuous knowledge exchange, enabling our team members to reach their full potential while collaborating with industry leaders to solve complex problems. Co-create the future with us as we build technology that transforms how the world develops software. * Fortune 500® is a registered trademark of Fortune Media IP Limited, used under license. Claim based on GitLab data. Fortune 100 refers to the top 20% ranked companies in the 2025 Fortune 500 list, published in June 2025. Fortune and Fortune Media IP Limited are not affiliated with, and do not endorse products or services of GitLab. An overview of this role As a Staff Human Resources Information Systems Analyst, People Technology - Workday, you won't just manage our people systems—you'll own them. You'll drive how our people technology evolves, partner deeply with stakeholders to solve root problems, and build scalable solutions that reduce friction and improve reliability, usability, and insight across the People technology landscape. This is a strong fit if you think like a product owner, refuse to accept requests at face value, and can move with speed and precision within public company compliance requirements, including SOX ITGCs. In this role, you'll le

GitRestAIGo
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📍 United States· Full-time· Remote
✓ High-confidence listingCompany trend -97.9%

From $139K/yr

Quick readStrong listing-quality and freshness signals

GitLab is the intelligent orchestration platform for DevSecOps. GitLab enables organizations to increase developer productivity, improve operational efficiency, reduce security and compliance risk, and accelerate digital transformation. More than 50 million registered users and more than 50% of the Fortune 100* trust GitLab to ship better, more secure software faster. The same principles built into our products are reflected in how our team works: we embrace AI as a core productivity multiplier, with all team members expected to incorporate AI into their daily workflows to drive efficiency, innovation, and impact. GitLab is where careers accelerate, innovation flourishes, and every voice is valued. Our high-performance culture is driven by our values and continuous knowledge exchange, enabling our team members to reach their full potential while collaborating with industry leaders to solve complex problems. Co-create the future with us as we build technology that transforms how the world develops software. * Fortune 500® is a registered trademark of Fortune Media IP Limited, used under license. Claim based on GitLab data. Fortune 100 refers to the top 20% ranked companies in the 2025 Fortune 500 list, published in June 2025. Fortune and Fortune Media IP Limited are not affiliated with, and do not endorse products or services of GitLab. An overview of this role As SEC Manager on GitLab’s Accounting team, you’ll take end-to-end ownership of our external financial reporting, including Forms 10-K and 10-Q. This isn’t a collect-and-consolidate role. You’ll drive the reporting calendar, coordinate work across Accounting, Legal, Financial Planning and Analysis (FP&A), and Investor Relations, and improve the quality, clarity, and consistency of our disclosures and reporting processes. You’ll report to the Director of SEC Reporting and work remotely from the Americas. What you’ll do Own the preparation, review, and filing of GitLab’s Securities and Exchange Commissi

GitRestAIRust
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📍 New York, New York, United States· Full-time
✓ High-confidence listingCompany trend -83.5%
Quick readStrong listing-quality and freshness signals

In this competitive market, the Group Product Manager for Cloud Security will play a mission-critical role in providing product and strategy leadership to grow Datadog’s market share through differentiation, innovation and compelling customer value. This leader will lead a talented and growing team of product managers and work with world class engineers to build and grow multiple Cloud Security products that play an essential role for our customers’ cloud security programs, and growing Datadog into a security industry leader. You Will: Run and grow multiple Cloud Security products to meet revenue and business targets with the goal of building a multi-hundred million dollar annual business. Lead and own product strategy and roadmap for accountable security products, fully aligned to revenue and business goals and with compelling differentiation and customer value. Ensure predictable roadmap execution across direct and partner teams to achieve product and business outcomes required to meet the revenue and business goals. Analyze and develop pricing and packaging strategies to maximize revenue through attaching deep understanding of market dynamics and other strategic leverage points. Drive GTM strategy with GTM partner teams to achieve revenue and business goals Fulfill the role as the product-leader representative across accountable product lines with analyst, press and customer communities Manage and grow individual contributor (IC) Product Managers, ensuring they are motivated, delivering high quality work and finding high fulfillment. Model and contribute to a culture of learning and collaboration across product management and the broader organization Raise the bar of PM leadership through leadership in strategy development, roadmap planning and execution, GTM and overall product-leader responsibilities. You Are: An experienced leader in Product Management with demonstrated business growth and customer adoption success in the CNAPP, data and AI

AIGoRustDevOps
C
📍 Tampa Florida United States, United States
✓ High-confidence listingCompany trend +800%
Quick readStrong listing-quality and freshness signals

The Engineering Lead Analyst – SonarQube & Code Quality Engineering is a senior-level engineering role responsible for leading static code analysis, automated code quality governance, security vulnerability remediation, and AI-augmented developer enablement across enterprise software delivery pipelines. In this role, you will champion software reliability, maintainability, clean-coding standards, and automated quality gates. You will partner with development teams, system architects, and platform engineering to integrate and manage enterprise-scale code quality platforms (such as SonarQube) both on-premises and in cloud/SaaS environments. Additionally, you will drive modern engineering practices by embedding Behavior-Driven Development (BDD) within your own software delivery and leveraging Agentic AI workers and Model Context Protocol (MCP) architectures to optimize developer experience, streamline code governance, and boost engineering velocity. Key Responsibilities 1. Code Quality & Static Analysis Platform Ownership Lead the architecture, deployment, administration, and continuous enhancement of enterprise Static Application Security Testing (SAST) and Code Quality platforms (e.g., SonarQube , DeepSource, Codacy, Semgrep). Configure, calibrate, and enforce automated Quality Gates, code rulesets, technical debt calculation models, and code-coverage baselines across multi-language enterprise repositories. Oversee version upgrades, patching, high availability, and operational maintenance for on-premises and SaaS/cloud-hosted code quality infrastructure. 2. CI/CD & Pipeline Integration <li style=

JavaScriptTypeScriptPythonJava
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📍 United States· Full-time· Remote
✓ High-confidence listingCompany trend -85.7%
Quick readStrong listing-quality and freshness signals

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 Data Analyst on the Finance team, you’ll play a pivotal role in uncovering the insights that shape company-wide planning, forecasting, and strategic decision-making. This high-impact role blends analytical rigor, technical fluency, and business acumen to steer strategy and identify opportunities for scalable growth. The Finance Data team partners with both Finance and other teams across Vanta. You’ll collaborate closely with stakeholders to build trust and deliver data-driven recommendations; your work will influence everything from operating plans and investment decisions to self-serve reporting and process automation. This is a unique opportunity to deepen your analytics expertise in a dynamic, high-growth environment, with visibility into executive-level priorities and the ability to shape them with data. What you’ll do as a Senior Data Analyst at Vanta: Deliver strategic insights by conducting deep, prioritized analyses that inform high-impact financial decisions. Act as a technical partner to teams across FP&A, Accounting, RevOps, Product, Marketing, and more. Increase team efficiency by automating recurring deliverables and helping scale workflows as the company grows. Empower decision-makers with self-service dashboards and data assets that surface trends and drive informed choices across the business. Advance our analytics infrastructure by partnering with Data Engineering and other analytics teams to democratize access to high quality data and insights. How to be successful in this role: Experience: 4+ years of experience in data analysis or equivalent function. Exposure to FP&A, Accounting, or SaaS

PythonSQLRestAI
O
📍 Chicago, Illinois, United States
✓ Quality checkedCompany trend +66.7%

Secure Every Identity, from AI to Human Identity is the key to unlocking the potential of AI. Okta secures AI by building the trusted, neutral infrastructure that enables organizations to safely embrace this new era. This work requires a relentless drive to solve complex challenges with real-world stakes. We are looking for builders and owners who operate with speed and urgency and execute with excellence. This is an opportunity to do career-defining work. We're all in on this mission. If you are too, let's talk. The Customer First Team We are a team of Identity and Access Management experts. We help customers, businesses, and organisations maximise their Okta IAM platform investment, providing rapid time-to-value in adoption and usage and promoting scalability and agility. Our team sits within the Customer First area - focused on ensuring the long term success of our customers. Join our team! We’re building a world where Identity belongs to you. Role Summary The Business Analyst (BA) is an essential member of the Okta Professional Services team. This role offers a unique opportunity to learn Identity and Access Management (IAM) fundamentals from the ground up. You will serve as a bridge between customer business objectives and technical implementation, developing the skills to own the requirements lifecycle and ensuring final deliveries are secure, scalable, and aligned with strategic needs. Key Responsibilities Discovery & Requirements Facilitation: Facilitate stakeholder workshops to uncover requirements, map current-state IAM processes, and identify dependencies and pain points across IT, security, and application teams. Documentation & Solution Design: Translate business needs into detailed functional and non-functional requirements. Produce clear business process flows and solution design diagrams to visualize the "how" and "why" behind the technical configuration. Traceability & Solution Integrity: Support senior team members in maintaining

Machine LearningArtificial IntelligenceAIRecruitment
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📍 United States· Full-time· Remote
✓ High-confidence listingCompany trend -97.9%

From $115.2K/yr

Quick readStrong listing-quality and freshness signals

GitLab is the intelligent orchestration platform for DevSecOps. GitLab enables organizations to increase developer productivity, improve operational efficiency, reduce security and compliance risk, and accelerate digital transformation. More than 50 million registered users and more than 50% of the Fortune 100* trust GitLab to ship better, more secure software faster. The same principles built into our products are reflected in how our team works: we embrace AI as a core productivity multiplier, with all team members expected to incorporate AI into their daily workflows to drive efficiency, innovation, and impact. GitLab is where careers accelerate, innovation flourishes, and every voice is valued. Our high-performance culture is driven by our values and continuous knowledge exchange, enabling our team members to reach their full potential while collaborating with industry leaders to solve complex problems. Co-create the future with us as we build technology that transforms how the world develops software. * Fortune 500® is a registered trademark of Fortune Media IP Limited, used under license. Claim based on GitLab data. Fortune 100 refers to the top 20% ranked companies in the 2025 Fortune 500 list, published in June 2025. Fortune and Fortune Media IP Limited are not affiliated with, and do not endorse products or services of GitLab. An overview of this role As a Senior FP&A Analyst on the Corporate FP&A team, you'll help keep GitLab predictable, well-capitalized, and aligned to its strategy by turning complex financial data into clear, actionable insights for leaders across the company. You'll own critical company-wide planning and forecasting processes, drive revenue and cash flow analysis, support quarterly and annual earnings materials, and maintain the operating and long-term financial models that inform decisions at the executive and Board level. Reporting to the Director of Corporate FP&A, you'll develop financial forecasts and capital stru

GitRestAIRust
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📍 United States· Full-time· Remote
✓ High-confidence listingCompany trend -97.9%

From $95.2K/yr

Quick readStrong listing-quality and freshness signals

GitLab is the intelligent orchestration platform for DevSecOps. GitLab enables organizations to increase developer productivity, improve operational efficiency, reduce security and compliance risk, and accelerate digital transformation. More than 50 million registered users and more than 50% of the Fortune 100* trust GitLab to ship better, more secure software faster. The same principles built into our products are reflected in how our team works: we embrace AI as a core productivity multiplier, with all team members expected to incorporate AI into their daily workflows to drive efficiency, innovation, and impact. GitLab is where careers accelerate, innovation flourishes, and every voice is valued. Our high-performance culture is driven by our values and continuous knowledge exchange, enabling our team members to reach their full potential while collaborating with industry leaders to solve complex problems. Co-create the future with us as we build technology that transforms how the world develops software. * Fortune 500® is a registered trademark of Fortune Media IP Limited, used under license. Claim based on GitLab data. Fortune 100 refers to the top 20% ranked companies in the 2025 Fortune 500 list, published in June 2025. Fortune and Fortune Media IP Limited are not affiliated with, and do not endorse products or services of GitLab. An overview of this role As a Revenue Technology Analyst on GitLab's Revenue Technology team, you'll help support and maintain the tech stack that powers our go-to-market teams. As our Revenue organization continues to grow, you'll help execute the workflows, standards, and ways of working that make it easier for teams to do their best work. You'll partner with Revenue Operations, Pre- and Post-Sales Strategy, Enablement, IT, and beyond to help identify process gaps, support integrations and automations, and translate business needs into technical solutions. You'll also help build and maintain a strong documentation and knowledge

PythonSQLGitRest
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📍 United States· Full-time· Remote
✓ High-confidence listingCompany trend -97.9%

From $115K/yr

Quick readStrong listing-quality and freshness signals

GitLab is the intelligent orchestration platform for DevSecOps. GitLab enables organizations to increase developer productivity, improve operational efficiency, reduce security and compliance risk, and accelerate digital transformation. More than 50 million registered users and more than 50% of the Fortune 100* trust GitLab to ship better, more secure software faster. The same principles built into our products are reflected in how our team works: we embrace AI as a core productivity multiplier, with all team members expected to incorporate AI into their daily workflows to drive efficiency, innovation, and impact. GitLab is where careers accelerate, innovation flourishes, and every voice is valued. Our high-performance culture is driven by our values and continuous knowledge exchange, enabling our team members to reach their full potential while collaborating with industry leaders to solve complex problems. Co-create the future with us as we build technology that transforms how the world develops software. * Fortune 500® is a registered trademark of Fortune Media IP Limited, used under license. Claim based on GitLab data. Fortune 100 refers to the top 20% ranked companies in the 2025 Fortune 500 list, published in June 2025. Fortune and Fortune Media IP Limited are not affiliated with, and do not endorse products or services of GitLab. An overview of this role As a Senior People Analytics Analyst, you'll help GitLab use people data to make clear, informed decisions. The People Technology & Analytics Job Family owns the technology and reporting solutions that support GitLab's People team. Working in partnership with the People Leadership team and cross-functional stakeholders, you'll shape and deliver analytics solutions with a data-first mindset, from scalable reporting and advanced statistical analysis to survey strategy and workflow automation. You don't need extensive GitLab or DevOps knowledge when you join. GitLab's onboarding and training program will

PythonSQLGitRest
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📍 United States· Full-time· Remote
✓ High-confidence listingCompany trend -97.9%

From $115.2K/yr

Quick readStrong listing-quality and freshness signals

GitLab is the intelligent orchestration platform for DevSecOps. GitLab enables organizations to increase developer productivity, improve operational efficiency, reduce security and compliance risk, and accelerate digital transformation. More than 50 million registered users and more than 50% of the Fortune 100* trust GitLab to ship better, more secure software faster. The same principles built into our products are reflected in how our team works: we embrace AI as a core productivity multiplier, with all team members expected to incorporate AI into their daily workflows to drive efficiency, innovation, and impact. GitLab is where careers accelerate, innovation flourishes, and every voice is valued. Our high-performance culture is driven by our values and continuous knowledge exchange, enabling our team members to reach their full potential while collaborating with industry leaders to solve complex problems. Co-create the future with us as we build technology that transforms how the world develops software. * Fortune 500® is a registered trademark of Fortune Media IP Limited, used under license. Claim based on GitLab data. Fortune 100 refers to the top 20% ranked companies in the 2025 Fortune 500 list, published in June 2025. Fortune and Fortune Media IP Limited are not affiliated with, and do not endorse products or services of GitLab. An overview of this role As a Senior Revenue Analytics Analyst, you'll be a key partner to our global Sales Strategy, Solutions Architect and Ecosystem teams, using data to improve how we engage in the pre-sales motion, tie trials of our products into consumption, and demonstrate how our Partners influence winning deals and resulting consumption. You'll translate questions from Solution Architect, Sales Strategy, and Ecosystem partners into clear analytical requirements. You'll explore customer engagement, adoption, and satisfaction data and turn findings metrics to build AI tools, analytics, and insights that Field Operations st

PythonSQLGitRest
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📍 United States· Full-time· Remote
✓ High-confidence listingCompany trend -97.9%

From $115.2K/yr

Quick readStrong listing-quality and freshness signals

GitLab is the intelligent orchestration platform for DevSecOps. GitLab enables organizations to increase developer productivity, improve operational efficiency, reduce security and compliance risk, and accelerate digital transformation. More than 50 million registered users and more than 50% of the Fortune 100* trust GitLab to ship better, more secure software faster. The same principles built into our products are reflected in how our team works: we embrace AI as a core productivity multiplier, with all team members expected to incorporate AI into their daily workflows to drive efficiency, innovation, and impact. GitLab is where careers accelerate, innovation flourishes, and every voice is valued. Our high-performance culture is driven by our values and continuous knowledge exchange, enabling our team members to reach their full potential while collaborating with industry leaders to solve complex problems. Co-create the future with us as we build technology that transforms how the world develops software. * Fortune 500® is a registered trademark of Fortune Media IP Limited, used under license. Claim based on GitLab data. Fortune 100 refers to the top 20% ranked companies in the 2025 Fortune 500 list, published in June 2025. Fortune and Fortune Media IP Limited are not affiliated with, and do not endorse products or services of GitLab. An overview of this role As a Senior Analyst, Sales Strategy - Americas, you'll help shape GitLab's go-to-market strategy by turning analysis into strategic recommendations that support business growth. What you’ll do Drive strategic analysis and recommendations on key business priorities. Partner with regional sales leaders on forecasting, quarterly business reviews, and pipeline analysis to improve forecast accuracy and pipeline coverage. Support the end-to-end planning cycle, including capacity planning, territory carving, and quota setting. Deliver ad hoc reporting and analysis to inform business decisions. Build and present

SQLGitRestAI
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📍 Foster City, California, United States· Full-time
✓ Quality checkedCompany trend -85.9%

Replit is the agentic software creation platform that enables anyone to build applications using natural language. With millions of users worldwide, Replit is democratizing software development by removing traditional barriers to application creation. About the Role We're hiring a hands-on Engineering Manager to build and lead Replit's Anti-Abuse team from the ground up. This is a foundational 0-to-1 role: you'll define the anti-abuse roadmap, hire a small team of engineers and data analysts, and ship the systems that protect Replit's platform, users, and economics from adversarial actors. You'll partner across Support, Legal, Security, Infrastructure, and the Money and Growth teams to make abuse economically unviable while keeping friction low for legitimate users. Replit sits at the frontier of AI-native abuse. Our platform is a target for phishing and scam hosting, cryptomining, LLM token farming, card and coupon fraud, and increasingly, abuse driven by AI agents themselves. The team you build will define how Replit defends against all of it. What You'll Do Build the anti-abuse roadmap from scratch : Define the threat model, prioritize across abuse vectors (phishing/scam hosting, cryptomining, token farming, payment fraud, AI agent exploitation), and translate it into a shipping plan with clear sequencing and tradeoffs. Design progressive verification and identity infrastructure : Build the "ladder of trust" that gates increasing platform capabilities (referrals, additional credits, access to powerful agent features, Missions) behind escalating verification. This includes a humanity/identity layer that's distinct from user accounts, integrations with KYC-grade verification providers, and the policy engine that decides what level of trust unlocks what behavior. This infrastructure is core not just to promo integrity but to how Replit safely expands agent capabilities over time. Ship as a hands-on EM : Stay in the code. Use the latest AI coding tools (including Rep

GitAIGoRust
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