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Who We Are At Justworks, you’ll enjoy a welcoming and casual environment, great benefits, wellness program offerings, company retreats, and the ability to interact with and learn from leaders in the startup community. We work hard and care about our most prized asset - our people. We’re helping businesses get off the ground by enabling them to focus on running their business. We solve HR issues. We’re data-driven and never stop iterating. If you’d like to work in a supportive, entrepreneurial environment, are interested in building something meaningful and having fun while doing it, we’d love to hear from you. We're united by shared goals and shared motivations at Justworks. These are best summed up in our company values, which are reflected in our product and in our team. Our Values If this sounds like you, you’ll fit right in. Department Data & Analytics Who You Are You are a data leader who understands that trustworthy analytics doesn’t happen by accident — it has to be built, maintained, and governed. You think in programs, not tickets. You’re energized by the challenge of setting standards that actually stick, and you know that getting adoption requires credibility, relationship-building, and a genuine understanding of what teams need from their data. You’re as comfortable writing SQL and reviewing dbt models as you are facilitating a stakeholder alignment meeting or coaching an IC through ambiguity. You see AI tooling not as a novelty but as a practical lever for scaling work that would otherwise be prohibitively manual, and you’re already using it that way. We are seeking a highly skilled and motivated Senior Manager, Data Governance to lead Justworks’ nascent Data Governance team. This is a player-coach role : you will manage a growing team of ICs while owning the programs, standards, and cross-functional relationships that make self-serve analytics at Justworks actually work. Your team’s mandate is to set and enforce the conditions under which ana

Every day, tens of millions of people come to Roblox to explore, create, play, learn, and connect with friends in 3D immersive digital experiences– all created by our global community of developers and creators. At Roblox, we’re building the tools and platform that empower our community to bring any experience that they can imagine to life. Our vision is to reimagine the way people come together, from anywhere in the world, and on any device. We’re on a mission to connect a billion people with optimism and civility, and looking for amazing talent to help us get there. A career at Roblox means you’ll be working to shape the future of human interaction, solving unique technical challenges at scale, and helping to create safer, more civil shared experiences for everyone. The Luau App Foundations team is responsible for the core infrastructure of the Roblox application. They bridge the gap between app and the performance-heavy Roblox game engine. This team is building the unified stack that powers mission-critical surfaces like Home, Avatar, and Social for millions of concurrent users. They are the ones who make it possible for "Web-style" development efficiency to exist within a high-performance C++ game engine. Why is this role exciting: Technical Pioneer: You will be writing libraries and modules using C++ inside a world class Roblox proprietary Game Engine. Systematic Impact: This is a "Force Multiplier" role. The frameworks and components you build will be used by dozens of other engineering teams to ship their features. Complex Problem Solving: You aren’t just building an app; you’re managing smooth data flow through a client that has to perform perfectly on a $100 Android phone and a $3,000 Gaming PC simultaneously. 0 to 1 Transitions: You will lead the charge in shaping some of the most crucial components of the App written in C++ inside the Game Engine. Key Challenges: Bridging Tech Stacks: The libraries you write sit between a modern UI (written in

About the role and Team At Amplitude, millions of developers instrument their products to understand how users behave. The first code they write with Amplitude is almost always through an SDK. That means our SDKs are not just integrations, they are the developer experience of Amplitude itself. We're building a new kind of SDK team: Most companies hire SDK engineers per language. We don't. We're recruiting AI-assisted SDK wizards , engineers who: learn new languages quickly use AI to accelerate development build tooling to scale SDK maintenance own developer experience end-to-end This role has unusually large scope and autonomy What You'll Work On Build and maintain SDKs across many languages (e.g. TypeScript/JavaScript, Python, Go, Java, Swift, Rust) Use AI to scale SDK development - build systems that allow a small team to maintain many SDKs Own developer experience - improve how developers integrate with Amplitude Optimize SDK for latency, performance, bundle size, resource load Create external-facing agents that take advantage of the signals collected by our SDKs Build integrations with third parties Drive high engineering standards while knowing when speed beats perfection. Create a culture where people love the work, move fast, and deliver real outcomes. You Might Be a Great Fit If: Experience building SDKs, APIs, or developer platforms. Bachelors Degree in Computer Science or relevant field. 5 years experience as a software engineer Open source library maintainership Experience across multiple language ecosystems Interest in developer experience and tooling Experience building platform tooling or code generation systems Why This Team, Why Now? Huge scope - own SDKs used by thousands of developers Polyglot engineering - work across many ecosystems AI-augmented engineering - help define the future of SDK development Direct product impact - great SDKs drive adoption of Amplitude Our values: At Amplitude, our values guide how we show up for one another and for our

ROLE: SENIOR STRATEGIST TEAM: THE KITCHEN NORTH AMERICA LOCATION: CHICAGO COMPANY OVERVIEW: The Kitchen brings together a range of disciplines and capabilities. It’s a team of creatives, producers, data analysts and social experts working together to deliver remarkable ideas that live in a variety of mediums, from everything from social to TV. This team moves at the speed of culture. It is built to respond to trends and events as they happen, coming up with the ideas that transcend social media to capture the spirit of the moment, earn media impressions, and get the country talking. Are you ready to join an award-ambitious team that's making waves in the advertising industry? Our incredible team has been recognized internationally by industry giants like Cannes, One Show and was named Campaign's Global ‘In-House Agency of The Year’, further solidifying our position as a leader in the industry. Join us and be a part of something truly special - a team that's dedicated to creating ground-breaking work and pushing limits. At The Kitchen, we're not just looking for individuals who want to be a part of the advertising industry - we're looking for trailblazers who are ready to lead the way to the next big thing! We want individuals who are passionate about producing award-winning work and have an innate drive to their craft and are eager to generate innovative ideas both within and outside of the brief. ROLE OVERVIEW: The Senior Strategist at The Kitchen is responsible for serving as the day-to-day strategic lead across multiple brands. We seek someone who thrives in a fast-paced, creative environment. This role demands a unique blend of strategic thinking, cultural curiosity, and, above all, a passion for social media. Day-to-day responsibilities include developing strategies for brand activations an

Gestalte die Transformation im Kreditgeschäft durch fundierte Business-Analyse, Prozessoptimierung und wirkungsvolle Unterstützung in der Umsetzung. Deine Rolle Als Senior Consultant – Business Analyst im Bereich Credit & Capital Management übernimmst Du eine zentrale Rolle bei der Umsetzung komplexer Transformationsinitiativen für führende Finanzinstitute. Du nutzt Deine Expertise entlang des gesamten Kreditprozesses, um Anforderungen zu analysieren, Zielprozesse zu gestalten und Geschäftsanforderungen in umsetzbare Lösungen zu übersetzen. Die Rolle verbindet fachliche Analyse mit enger Zusammenarbeit über Business-, Technologie-, Risiko- und Operations-Teams hinweg. Deine Aufgaben Analyse und Dokumentation von Geschäftsanforderungen entlang der Kreditprozesse (Origination, Bewertung, Entscheidung, Abwicklung, Monitoring und Restrukturierung) Entwicklung von Fachkonzepten, Prozessmodellen, User Stories und funktionalen Spezifikationen für Initiativen im Kredit- und Kapitalmanagement Übersetzung fachlicher Anforderungen in klare technische Spezifikationen, insbesondere in den Bereichen Daten, Workflows und Systemintegration Zusammenarbeit mit interdisziplinären Teams zur Verbesserung von Effizienz, Kontrollmechanismen und Nutzererlebnis Unterstützung der Umsetzung in Wasserfall- und agilen Projekten, einschließlich Testing, UAT-Koordination und Stakeholder-Abstimmung Dein Profil Mehrjährige Erfahrung als Business Analyst im Finanzdienstleistungsumfeld, idealerweise im Kredit-, Lending- oder Firmenkundengeschäft Fundiertes Verständnis von Kreditprozessen, einschließlich Financial Spreading, Risikobewertung, Kreditgenehmigung, Sicherheiten, Limiten und Monitoring Erfahrung in Transformationsprojekten mit Fokus auf Kreditprozesse, Operating Models oder unterstützende Technologiesysteme Kenntnisse regulatorischer und risikobezogener Themen im Kredit- und Kapitalmanagement (z. B. Basel, IFRS 9, interne Kreditrichtlinien) Ausgeprägte Kommunikations-, Analyse- u

Unterstütze die Modernisierung von Corporate-Card-Angeboten und -Prozessen durch fundierte Analyse und wirkungsvolle Umsetzungsbegleitung. Deine Rolle Als (Senior) Consultant – Business Analyst im Bereich Payments mit Fokus auf Corporate Cards unterstützt Du Transformationsinitiativen bei Banken und Zahlungsdienstleistern, die ihre Commercial-Card-Fähigkeiten weiterentwickeln. Du analysierst Geschäftsanforderungen, optimierst End-to-End-Prozesse und begleitest die Umsetzung über Produkt-, Operations- und Technologieteams hinweg. Diese Rolle verbindet fundierte Payment-Expertise mit strukturierter Analyse und Beratungskompetenz. Deine Aufgaben Erhebung und Dokumentation von Geschäftsanforderungen im Bereich Corporate Cards (z. B. Issuing, Kontoeröffnung, Ausgabensteuerung, Transaktionsverarbeitung, Abstimmung, Service und Reporting) Unterstützung bei Prozessneugestaltung und funktionaler Analyse für Produktverbesserungen, Plattformveränderungen und Operating-Model-Optimierungen Übersetzung fachlicher Anforderungen in klare Spezifikationen für Technologie-Teams, Anbieter und Implementierungspartner Enge Zusammenarbeit mit Produkt-, Operations-, Compliance- und IT-Stakeholdern zur Unterstützung der End-to-End-Umsetzung Mitwirkung an Testaktivitäten, Defect-Management, UAT-Koordination und Go-Live-Vorbereitung Dein Profil Mehrjährige Erfahrung als Business Analyst im Payments-, Karten- oder Transaction-Banking-Umfeld Fundiertes Verständnis von Corporate- oder Commercial-Card-Produkten sowie zugehörigen Prozessen (Service, Kontrolle, Settlement, Reporting) Erfahrung in Transformationsinitiativen im Zusammenhang mit Kartenplattformen, Customer Journeys oder Prozessoptimierung Fähigkeit zur effektiven Zusammenarbeit über Business- und Technologie-Teams hinweg in komplexen Projektumfeldern Ausgeprägte analytische Fähigkeiten, Kommunikationsstärke und Stakeholder-Management-Kompetenz Fließende Deutsch- und Englischkenntnisse sowie Reisebereitschaft Nice to have Kenntn

Unterstütze die Transformation von Pricing- und Billing-Prozessen im Zahlungsverkehr durch fundierte Analyse und strukturiertes Business Design. Deine Rolle Als (Senior) Consultant – Business Analyst im Bereich Payments mit Fokus auf Pricing & Billing unterstützt Du strategische Transformationsinitiativen bei Finanzinstituten, die ihre Preismodelle, Abrechnungsprozesse und kommerziellen Angebote modernisieren. Du arbeitest eng mit Produkt-, Finance-, Operations- und Technologieteams zusammen, um Anforderungen zu analysieren, Lösungen zu definieren und skalierbare Pricing- und Billing-Fähigkeiten umzusetzen. Diese Rolle erfordert eine Kombination aus Payment-Expertise, kommerziellem Verständnis und analytischer Präzision. Deine Aufgaben Erhebung und Dokumentation von Anforderungen zu Gebührenstrukturen, Preismodellen, Abrechnungsereignissen, Rechnungsstellung, Anpassungen und Umsatzreporting im Zahlungsverkehr Analyse bestehender Prozesse sowie Unterstützung bei der Zielbilddefinition für Pricing- und Billing-Plattformen, Kontrollen und operative Abläufe Übersetzung fachlicher Anforderungen in funktionale Spezifikationen für Pricing-Engines, Abrechnungssysteme, Produktkonfiguration und Reporting-Lösungen Zusammenarbeit mit Produkt-, Finance-, Operations- und Technologie-Teams zur Sicherstellung wirtschaftlich sinnvoller und operativ umsetzbarer Lösungen Unterstützung von Testaktivitäten, Abstimmungsprozessen, UAT und Implementierung in Pricing- und Billing-Transformationsprogrammen Dein Profil Mehrjährige Erfahrung als Business Analyst im Payments-, Transaction-Banking-, Billing- oder Pricing-Umfeld Fundiertes Verständnis kommerzieller und operativer Prozesse im Zusammenhang mit Pricing, Gebührenmodellen, Rechnungsstellung und Vermeidung von Umsatzverlusten Erfahrung in der Strukturierung komplexer kommerzieller Anforderungen und deren Überführung in umsetzbare Lösungen Fähigkeit zur effektiven Zusammenarbeit mit verschiedenen Stakeholdern aus Produkt, Fin

Gestalte die Transformation im Core Banking durch fundierte Analyse, Prozessdesign und die Übersetzung fachlicher Anforderungen in technologische Lösungen. Deine Rolle Als (Senior) Consultant – Business Analyst im Bereich Core Banking unterstützt Du zentrale Transformationsinitiativen führender Banken bei der Modernisierung von Produkten, Prozessen und Plattformen. Du arbeitest eng mit Fach- und IT-Teams zusammen, um Anforderungen zu definieren, Prozesse zu optimieren und eine erfolgreiche Umsetzung von Veränderungen im Core Banking sicherzustellen. Diese Rolle verbindet praktische Projektarbeit mit intensiver Zusammenarbeit auf Kundenseite. Deine Aufgaben Analyse und Dokumentation von Geschäftsanforderungen in Core-Banking-Bereichen wie Kunden-Onboarding, Konten, Einlagen, Kreditgeschäft, Serviceprozessen und Produktkonfiguration Erstellung von Prozessmodellen, Geschäftsregeln, User Stories und funktionalen Spezifikationen zur Unterstützung von Plattform- und Operating-Model-Transformationen Übersetzung fachlicher Anforderungen in umsetzbare Spezifikationen für Technologie-Teams sowie Begleitung der Lösungsvalidierung während der Umsetzung Zusammenarbeit mit Business-, Operations-, Architektur- und Testteams zur Unterstützung der End-to-End-Delivery in Transformationsprogrammen Mitwirkung an Workshops, Testaktivitäten, Datenmigration und Go-Live-Vorbereitungen Dein Profil Mehrjährige Erfahrung als Business Analyst im Finanzdienstleistungsumfeld mit relevanter Erfahrung im Core Banking, idealerweise in einem globalen Umfeld Fundierte Kenntnisse in einem oder mehreren Core-Banking-Bereichen wie Girokonten, Einlagen, Kreditprodukte, Produkt-Engines oder Kundenservice Erfahrung in Transformationsinitiativen mit Fokus auf Prozessneugestaltung, Plattformveränderungen oder Integration von Business und IT Fähigkeit, komplexe Anforderungen strukturiert aufzubereiten und effektiv mit Fach- und IT-Stakeholdern zusammenzuarbeiten Hohe Eigeninitiative sowie eine selbstst

At Snowflake, we are powering the era of the agentic enterprise. To usher in this new era, we seek AI-native thinkers across every function who are energized by the opportunity to reinvent how they work. You don’t just use tools; you possess an innate curiosity, treating AI as a high-trust collaborator that is core to how you solve problems and accelerate your impact. We look for low-ego individuals who thrive in dynamic and fast-moving environments and move with an experimental mindset — who rapidly test emerging capabilities to discover simpler, more powerful ways to deliver results. At Snowflake, your role isn't just to execute a function, but to help redefine the future of how work gets done. Snowflake is building AI BI: a new way for anyone in a company to ask questions and get accurate, auditable answers from their data, whether as visualizations or plain-language insights. We are looking for a senior+ level full-stack engineer to help build this experience end to end. This is not about recreating every long-tail feature from legacy BI tools. We are building something lightweight, composable, and understandable by AI. The goal is to help business users, analysts, and data teams move from question to answer faster, while creating a product that is robust, scalable, and delightful to use. You should be excited to work across the stack, move quickly, and make strong product and engineering tradeoffs. The ideal candidate has experience building durable systems at enterprise scale, but is also comfortable operating with startup speed and ambiguity. In this role, you will Build core product capabilities for AI-native dashboards and analytics experiences using JavaScript (React), Go, Java. Drive projects end to end across frontend, backend, architecture, and product details. Partner closely with product, design, and sister teams to deliver cohesive user experiences. Make thoughtful tradeoffs between speed, quality, and long-term maintainability. Help shape technical

Datadog is seeking a Senior Payroll Specialist to keep up with our rapidly growing company. In this role, you will support the payrolls either directly through Workday and ADP or indirectly via a PEO (Professional Employer Organization) for the Americas (Canada, Mexico, and Brazil).. The individual will work closely with the internal team and with local payroll providers in order to securely process payroll within specified deadlines. You will also play a key role in supporting the company’s equity events by coordinating with the Equity team for stock based compensation including Restricted Stock Unit releases, Non Qualified Stock Options, and Employee Stock Purchase transactions, ensuring accurate tax withholding, regulatory compliance, and timely reporting. Most importantly, you will collaborate with our People and Finance teams to continue to scale this critical function. 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 Manage the preparation and processing of payroll, ensuring data accuracy and meeting of deadlines. Handle all government reporting requirements for payroll taxes, withholdings and employer contributions. Manage regional payroll partners and PEO, including defining KPIs and standards they are required to meet. Liaise with payroll counterparts in APAC and EMEA to ensure global consistency of payroll processes and practices. Partner with the Benefits team on all matters involving benefits. Partner with the HRIS team for configuration and testing of new codes, tax withholding configurations, inbound/outbound integrations, and all other payroll related projects involving Workday. Partner with Finance stakeholders bridging the relationship between Payroll and Finance functions and support audits, identify and implemen

We are looking for an experienced Senior Payroll Accountant to take ownership of payroll accounting and payroll-related operations across multiple jurisdictions. As part of the Accounting team, you will be responsible for payroll calculations for selected entities, payroll-related reconciliations, coordination of external payroll providers and service partners, and ensuring the accuracy of personnel-related expenses. You will work closely with HR, Legal, Treasury, Tax, and external providers to support a growing international workforce. This role is ideal for someone with a strong accounting background who understands payroll processes, enjoys improving operational efficiency, and is comfortable working in a dynamic international environment where processes continue to evolve. WHAT YOU’LL BE DOING Calculate payroll and personnel-related expenses for assigned entities Coordinate payroll-related activities across multiple jurisdictions and legal entities Partner closely with HR, Legal, Treasury and Tax teams to ensure accurate and timely payroll processing Perform payroll-related account reconciliations and support month-end closing activities Manage communication with external payroll providers, accounting firms, EORs, and other service providers Review and oversee payroll calculations prepared by outsourced payroll teams and external providers Ensure payroll data is complete, accurate, and delivered within established deadlines Work with payroll software and related systems to support payroll operations and reporting Create, document, and improve payroll processes, controls, and workflows Identify inefficiencies and implement process enhancements to improve operational effectiveness and scalability Support payroll-related audits by providing required payroll documentation, reconciliations, and supporting schedules Resolve payroll-related issues and manage ad hoc operational requests in a timely manner WHAT WE LOOK FOR IN YOU 6+ years of accounting experience, includ

The mission of The New York Times is to seek the truth and help people understand the world. That means independent journalism is at the heart of all we do as a company. It’s why we have a world-renowned newsroom that sends journalists to report on the ground from nearly 160 countries. It’s why we focus deeply on how our readers will experience our journalism, from print to audio to a world-class digital and app destination. And it’s why our business strategy centers on making journalism so good that it’s worth paying for. The New York Times International desk is looking for a Senior Producer based in New York to grow a video team and develop new approaches to our international reporting in video. Your team will work with a growing group of foreign correspondents who report in video as well as text. The goal is to help readers understand the world through powerful video stories, reaching our core audience as well as new viewers who increasingly consume journalism in video. We will experiment with a mix of short-form, immersive vertical video that can bring readers with us on the ground. You will lead a team of video journalists who will shape this work with correspondents in the field. You are a trusted editorial leader who is also a creative force excited about experimenting with new formats, and who is deeply immersed in the digital video world. You have experience making high-level editorial decisions that lift critical lines of coverage, including under deadline pressure. You are a strong manager of creative teams, an effective collaborator, and a fluid communicator and writer. You should be able to manage the deployment of teams in the field, including in security-sensitive areas. You should be comfortable routinely collaborating with multiple teams, including the newsroom Video department. This position is based in New York and includes regular attendance in the office four days each week. Responsibilities: Lead coverage of a group of hybrid video

Careem is building the Everything App for the greater Middle East — making it easy to move around, order food and groceries, manage payments, and more. Our purpose is simple: to simplify and improve people’s lives and build an awesome organisation that inspires. Since 2012, Careem has enabled earnings for over 2.5 million Captains, simplified the lives of more than 70 million customers, and built a platform where the region’s best talent and entrepreneurs thrive. We operate in 70+ cities across 10 countries, from Morocco to Pakistan. We’re now entering our next chapter — one powered by AI. We’re looking for AI talent: curious problem-solvers who know how to apply AI to build tools, automate workflows, and create real impact. Whether it’s streamlining operations, enhancing customer experience, or reimagining internal systems — we want people who can make Careem work smarter and move faster. About The Team: The Personalization team sits within Careem's Data Science organization and owns the AI systems that decide what every user sees, in what order, and why across Food, Quik, and Shops. Our mission is to build the hyper-personalization layer for the Careem app: real-time, cross-vertical recommendation and ranking systems that learn from a user's behavior in one vertical and apply that understanding everywhere else they engage with Careem. As one of the senior technical leads on this team, you'll help define how Careem thinks about personalization at a regional scale working alongside the region's top data science talent, and pushing the state of the art using graph-based retrieval, transformer architectures, and real-time learning. What You'll Do: Own hyper-personalization use cases across Food, Quik, and Shops designing systems that learn a user's intent and preferences in real time and transfer that signal across verticals, so a user's behavior on one product makes every other product smarter. Be a technical lead on Careem's exploration of graph-based re

Here at Appian, our values of Intensity and Excellence define who we are. We set high standards and live up to them, ensuring that everything we do is done with care and quality. We approach every challenge with ambition and commitment, holding ourselves and each other accountable to achieve the best results. When you join Appian, you’ll be part of a passionate team dedicated to accomplishing hard things, together. Why Appian? Here at Appian, our values of Intensity and Excellence define who we are. We set high standards and live up to them, ensuring that everything we do is done with care and quality. We approach every challenge with ambition and commitment, holding ourselves and each other accountable to achieve the best results. When you join Appian, you'll be part of a passionate team dedicated to accomplishing hard things, together. Appian is seeking: Appian is seeking a Senior Developer Advocate to join our Developer Relations team. Reporting to the Manager of Developer Relations, your mission is to engage, retain, excite, and educate developers on Appian's strategy and innovations. You will serve as an Appian evangelist, showcasing the excitement of Appian's technology and the immense value of pursuing a career as an Appian developer. You will also act as a crucial internal advocate, ensuring the voice of the developer is heard throughout Appian. You will be responsible for: Driving content and interactions at both digital and in-person engagement initiatives to build a thriving developer ecosystem. Success in your first year will be defined by your ability to produce high-impact technical content, successfully lead hands-on workshops, engage and connect with developers digitally and measurably increase Appian developer excitement and retention. Location and Work Policy: This role is based at our Appian Chennai office. Appian was built on a culture of in-person collaboration, which we believe is a key driver of our mission to be the best.

About the Role Together AI is looking for a Senior Network Engineer to design, deploy, and operate the global network infrastructure supporting our production services and high-performance AI compute environments. This is a hands-on engineering role for someone with deep networking expertise who can also troubleshoot across Linux, Kubernetes, automation, and application boundaries. You will work on large-scale, multi-vendor data center networks and help ensure they remain highly available, reliable, scalable, and performant. The ideal candidate has strong networking fundamentals, experience operating complex networks at scale, and a structured, evidence-based approach to troubleshooting. You should be comfortable owning problems from initial investigation through root cause and resolution, including situations where the issue may extend beyond the network itself. Requirements 8+ years of professional experience designing, building, and supporting large-scale production data center, cloud, service-provider, or high-performance computing networks (excluding enterprise networks). Deep understanding of TCP/IP and strong experience with technologies such as BGP, OSPF, VXLAN, EVPN, ECMP, and QoS. Experience designing and supporting multi-tenant network environments using technologies such as VRFs, VLANs, overlays, and policy-based segmentation. Hands-on experience deploying and troubleshooting network platforms from vendors such as Arista, Cisco, Juniper, and NVIDIA. Strong troubleshooting skills using tools such as Wireshark, tcpdump, MTR, curl, nmap, and standard Linux networking utilities. Ability to diagnose connectivity, latency, packet-loss, routing, and performance issues across the network, host, and application layers. Experience developing or maintaining network automation using Python, Ansible, or similar tools. Experience working through a Git-based software development lifecycle, including branching, code review, validation, linting, testing, CI/CD, deploymen