Jobs in United States

Onsite Administrator Level in United States

1,149 active opportunities · Updated October 2026

Explore current onsite administrator level jobs across United States. Filter by work mode, employment type, experience, department, date posted and distance.

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📍 Austin, United States· Full-time
✓ High-confidence listing
Quick readStrong listing-quality and freshness signals

About Dialpad Dialpad is the AI platform for customer experience, built to resolve customer problems in real time across voice and digital. Our AI agents learn from your best human agents and improve with every interaction, helping organizations understand their customers, deliver better experiences, increase operational efficiencies, and build a lasting competitive advantage. Unlike legacy systems built to route and answer, or standalone agentic bot vendors built to deflect, Dialpad was built to resolve. Our AI agents and human agents operate on a single platform with shared context, allowing Agentic AI to resolve issues, advance deals, and eliminate busywork through automation while seamlessly handing conversations to humans when needed, with full context preserved. Market-leading brands, including Randstad, Motorola Solutions, Netflix, the San Diego Padres, the Colorado Rockies Baseball Club, and Cal Athletics, trust Dialpad. Dialpad is backed by Andreessen Horowitz, GV, ICONIQ Capital, and T-Mobile. Being a Dialer At Dialpad, AI isn’t just a feature; it’s how our teams do their best work every day. We put powerful AI tools in every employee’s hands so they can move faster, think bigger, and achieve more. We believe every conversation matters. And we’ve built the platform that turns those conversations into insight and action, for our customers and ourselves. We look for people who are intensely curious and hold themselves to a high bar. Our ambition is significant, and achieving it requires a team that operates at the highest level. We seek individuals who embody our core traits: Scrappy, Curious, Optimistic, Persistent, and Empathetic . Your role As a Sales Prospecting Coach, you will be responsible for driving top-of-funnel excellence across our Account Executive and sales development organizations. Operating onsite in our Austin and Tempe offices, you will work directly with sellers to refine outbound strategy, elevate call execution, and build targeted verti

GitAIGoRust
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📍 New York, New York, United States· Full-time
✓ High-confidence listing

$100K – $120K/yr

Quick readStrong listing-quality and freshness signals

Overview: Play a vital role in Guidepoint’s success. Guidepoint is seeking an entrepreneurial and outgoing individual to spearhead coverage of our Insights expert call and transcript library product for our Corporate Healthcare client base. As a liaison for our clients and salespeople, you will play a pivotal role in driving engagement and revenue growth within the rapidly expanding Insights product line. Leveraging your exceptional CRM skills, effective organization, and keen attention to detail, you will collaborate cross-functionally to maximize usage of our offering among our active trials and current subscribing clients. This highly visible position will involve working closely with the Insights group heads to develop strategic plans for enhancing client engagement and retention. This is a hybrid role located in New York City. What You'll Do: Serve as an advocate for the Insights product with corporate healthcare clients and foster three-dimensional relationships with key stakeholders Develop personalized engagement plans for each client depending on therapeutic areas of focus, ongoing clinical trials of interest, and competing companies to effectively market Insights content Monitor and drive client engagement through direct outreach efforts: direct emails, product demonstrations, virtual and onsite meetings Lead renewal conversations, pricing discussions, and commercial engagements in partnership with internal teams Identify and drive upsell and cross-sell opportunities by expanding client usage of the Insights platform Acquire valuable feedback and insights from clients to inform product development, marketing strategies, and sales efforts What You Have: Bachelors or masters degree from an accredited University, Healthcare-adjacent coursework is a plus 6+ years of experience in account management, relationship management, or consultative sales Proven track record managing renewals and negotiating contracts Demonstrated success driving upsell and cross-

RestAIGoMarketing
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📍 New York, New York, United States· Full-time
✓ High-confidence listing

From $75K/yr

Quick readStrong listing-quality and freshness signals

Overview: Play a vital role in Guidepoint’s success. Guidepoint is seeking an entrepreneurial and outgoing individual to spearhead coverage of our Insights expert call and transcript library product for our Corporate Healthcare client base OR our Institutional Investment/Equity client base. As a liaison for our clients and salespeople, you will play a pivotal role in driving engagement and revenue growth within the rapidly expanding Insights product line. Leveraging your exceptional CRM skills, effective organization, and keen attention to detail, you will collaborate cross-functionally to maximize usage of our offering among our active trials and current subscribing clients. This highly visible position will involve working closely with the Insights group heads to develop strategic plans for enhancing client engagement and retention. This is a hybrid role located in New York City. What You’ll Do: Serve as an advocate for the Insights product with clients and foster three-dimensional relationships with key stakeholders Develop personalized engagement plans for each client depending on areas of focus Monitor and drive client engagement through direct outreach efforts: direct emails, product demonstrations, virtual and onsite meetings Collaborate with sales team to ensure timely renewals and drive upsell opportunities Acquire valuable feedback and insights from clients to inform product development, marketing strategies, and sales efforts What You Have: Bachelors or masters degree from an accredited University, 2+ years of professional work experience, with a focus on B2B product sales Understanding of the corporate org structure, the roles, responsibilities, and unmet needs of our corporate buyers, and ability to engage with senior business leaders with innovative content and ideas Excellent communication skills, with the ability to distill complex issues into clear and concise messages Experience working with or using expert

AIGoExcelMarketing
G
📍 New York, New York, United States· Full-time
✓ High-confidence listing

From $75K/yr

Quick readStrong listing-quality and freshness signals

Overview: Play a vital role in Guidepoint’s success. Guidepoint is seeking an entrepreneurial and outgoing individual to spearhead coverage of our Insights expert call and transcript library product for our Corporate Healthcare client base. As a liaison for our clients and salespeople, you will play a pivotal role in driving engagement and revenue growth within the rapidly expanding Insights product line. Leveraging your exceptional CRM skills, effective organization, and keen attention to detail, you will collaborate cross-functionally to maximize usage of our offering among our active trials and current subscribing clients. This highly visible position will involve working closely with the Insights group heads to develop strategic plans for enhancing client engagement and retention. This is a hybrid role located in New York City. What You’ll Do: Serve as an advocate for the Insights product with corporate healthcare clients and foster three-dimensional relationships with key stakeholders Develop personalized engagement plans for each client depending on therapeutic areas of focus, ongoing clinical trials of interest, and competing companies to effectively market Insights content Monitor and drive client engagement through direct outreach efforts: direct emails, product demonstrations, virtual and onsite meetings Collaborate with sales team to ensure timely renewals and drive upsell opportunities Acquire valuable feedback and insights from clients to inform product development, marketing strategies, and sales efforts What You Have: Bachelors or masters degree from an accredited University, Healthcare-adjacent coursework is a plus 2+ years of professional work experience, with a focus on B2B product sales Understanding of the corporate org structure, the roles, responsibilities, and unmet needs of our corporate buyers, and ability to engage with senior business leaders with innovative content and ideas Excellent communication skill

RestAIGoExcel
B
📍 CA, United States· Full-time
✓ High-confidence listing

From $86.5K/yr

Quick readStrong listing-quality and freshness signals

WHAT IS BOX? Box (NYSE:BOX) is the leader in Intelligent Content Management. Our platform enables organizations to fuel collaboration, manage the entire content lifecycle, secure critical content, and transform business workflows with enterprise AI. We help companies thrive in the new AI-first era of business. Founded in 2005, Box simplifies work for leading global organizations, including JLL, Morgan Stanley, and Nationwide. Box is headquartered in Redwood City, CA, with offices across the United States, Europe, and Asia. By joining Box, you will have the unique opportunity to continue driving our platform forward. Content powers how we work. It’s the billions of files and information flowing across teams, departments, and key business processes every single day: contracts, invoices, employee records, financials, product specs, marketing assets, and more. Our mission is to bring intelligence to the world of content management and empower our customers to completely transform workflows across their organizations. With the combination of AI and enterprise content, the opportunity has never been greater to transform how the world works together and at Box you will be on the front lines of this massive shift. WHY BOX NEEDS YOU Our Customer Success team powers long-term customer value and growth across the West region. We’re hiring Customer Success Managers based in San Francisco or Redwood City to own a book of SMB accounts, drive adoption, and partner with customers to deliver measurable outcomes. You’ll bring operational rigor, a growth mindset, and strong relationship skills to help our customers realize the full value of Box. In this role, you will manage a curated portfolio with flexibility to travel for high-impact onsite moments. You’ll collaborate across teams, lead value-focused demos, and turn insights into action that increases retention and expansion. WHAT YOU’LL DO We are an AI-first company. This means you approach your work with a growth mindset a

AIGoRustMarketing
I
📍 Chicago, Illinois, United States· Full-time
✓ High-confidence listing

From $25/hr

Quick readStrong listing-quality and freshness signals

Instawork is on a mission to create meaningful economic opportunities for skilled hourly professionals in communities around the globe. Our AI-powered labor marketplace helps local businesses scale, and enables global technology companies to push the frontiers of robotics and AI. Backed by world-class investors like Benchmark, Spark Capital, Craft Ventures, Greylock, Y Combinator, and others, we’re looking for exceptional talent to reimagine the way the world works. Instawork is the #1 marketplace connecting businesses with skilled hourly workers, with 10M+ workers across 40+ markets in North America. Our downtown Chicago office is looking for a reliable and organized part-time Office Coordinator to help keep our downtown Chicago office running smoothly. This is a hands-on, part-time position focused on office organization, coordination, and general administrative support. We're looking for someone available to work 10–20 hours per week , with some flexibility around academic commitments. What You’ll Do Keep office supplies, shared spaces, and conference rooms organized. Order supplies and coordinate with vendors and building management. Receive mail, packages, deliveries, and occasional visitors. Prepare the office for meetings, team lunches, and small events. Organize documents, receipts, and office records. Assist with scheduling and other basic administrative tasks. Help identify and resolve routine office needs. Support occasional errands and special projects. Who You Are Organized, dependable, and attentive to detail. Comfortable taking initiative and working independently. Friendly and professional when communicating with others. Able to manage multiple small tasks and follow through. Familiar with Google Workspace. Able to work approximately 10 - 20 hours per week at our office in the Loop. Previous office or administrative experience is helpful but not required. For IL-based applicants The hourly compensation for this position is $25/hour #LI-Onsite O

RestAIGoRust
B
📍 San Francisco, California, United States· Full-time
✓ High-confidence listingCompany trend -79.1%
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’re looking for a Recruiting Coordinator to help create a seamless, welcoming, and well-organized interview experience for every candidate who engages with our team. You’ll work closely with our recruiters to coordinate both virtual and in-person interviews, support executive involvement when needed, and ensure candidates have everything they need during throughout their interview process. This role is ideal for someone who thrives on operational excellence, loves solving logistics problems on the fly, and brings both warmth and precision to every interaction. RESPONSIBILITIES Work closely with recruiters and hiring managers to coordinate interview loops and debriefs for candidates and the internal team members conducting interviews Ensure every candidate has a smooth, well-communicated, and positive experience Manage logistics for onsite interviews, including candidate arrival and workspace setup Proactively identify and solve day-of issues, including last-minute changes or scheduling conflicts Communicate clearly and promptly with candidates and internal teams about interview logistics and updates REQUIREMENTS 1+ year of recruiting or HR experience Detail-oriented and operationally strong—you know how to keep things moving Clear and professional written and verbal communication skills Personable and warm—you're great at making candidates feel welcome and supported Ability to think on your feet and respond to

Machine LearningAIExcelLogistics
O
📍 San Francisco, California, United States· Full-time
✓ High-confidence listingCompany trend -80.2%
Quick readStrong listing-quality and freshness signals

About the Team Our Robotics team is focused on unlocking general-purpose robotics and pushing towards AGI-level intelligence in dynamic, real-world settings. Working across the entire model stack, we integrate cutting-edge hardware and software to explore a broad range of robotic form factors. We strive to seamlessly blend high-level AI capabilities with the constraints of physical systems to improve peoples’ lives. About the Role We’re looking for a Robotics Control Systems Engineer to take on a foundational role within our robotics team. You’ll help architect, implement, tune, and verify the control infrastructure that enables intelligent, reliable, and responsive robot behavior. This is a deeply hands-on role focused on real-time systems, actuation, dynamics, low-level hardware interaction, and whole-robot performance. You’ll spend significant time working directly with robots onsite: debugging behavior, tuning subsystems, running experiments, and providing feedback across mechanical, electrical, and software teams. This role is based in San Francisco, CA, and requires in-person 5 days a week. In this role, you will: Design and implement real-time control algorithms for robotic systems, including motion control, feedback loops, state estimation, actuator control, and subsystem tuning. Define the control architecture from low-level actuators and hardware interfaces through whole-robot behavior and policy. Identify and characterize actuator, hardware, and software parameters through rigorous experimentation, testing, commissioning, and verification. Work with machine learning engineers to implement reinforcement learning models. Collaborate across mechanical, electrical, and software teams to integrate control logic with sensing and actuation hardware. Help inform the mechanical and electrical design to maximize capability and flexibility. Create the control system architecture; determine the correct level of abstraction from actuators all the way up to whole-robot

AWSRestMachine LearningAI
O
📍 San Francisco, California, United States· Full-time
✓ Quality checkedCompany trend -80.2%

About the Team OpenAI’s mission is to ensure that artificial general intelligence benefits all of humanity. Hiring the right people — especially at the executive level — is one of the most important ways we pursue this mission. We’re seeking a Recruiting Coordinator to join our team, focusing on the logistics and coordination of recruiting efforts for the Recruiting organization. This role will involve close collaboration with recruiters, sourcers, interviewers and hiring managers, ensuring operational excellence and a standout candidate experience. You will primarily be responsible for scheduling interviews, managing the logistics of onsite interviews, streamlining processes, and scaling programs. This role is a non-exempt, hourly position based on a 40-hour work week with potential for overtime earnings. About the Role As a Recruiting Coordinator, you will: Take ownership of the scheduling process, end to end, for evergreen and opportunistic hiring needs. Act as a partner for recruiting ops problems and help us find solutions through a mix of data, tools, and collaboration. Greet candidates onsite in the office to provide a welcoming interview experience. Be the primary scheduling and interview planner for various Recruiters and Hiring Managers across the Robotics team. Use our tools like Ashby, Guide, ChatGPT, G-Suite, and others to uphold a timely and positive hiring experience and process. Have the ability to problem solve and adapt to an ever-changing environment while maintaining confidentiality and discretion. Manage clear, concise, timely, and professional communication with candidates and hiring partners in written and verbal form. Handle candidate reimbursement & travel (domestic and international). Work with our Executive Operations team to support and improve candidate experience and management of senior and executive level candidates. Qualifications: 5+ years of recruiting coordination experience, including experience scaling processes and driving

AWSRestAIGo
S
📍 Bellevue, Washington, United States· Full-time
✓ Quality checkedCompany trend -92.9%

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. ABOUT GLOBAL WORKPLACE The Global Workplace Team’s mission is to create an environment for our high-performing teams that allows them to realize their true potential. An environment that promotes speed of information exchange and ideas. A sustainable environment that aligns with our environmental values and leadership. We’re disruptors and innovators, driven to provide a truly outstanding workplace environment, programs, and services. THE ROLE Snowflake (onsite) Bellevue is looking for an adaptable, proactive, and diligent Workplace coordinator. You will be a thorough self-starter who will develop outstanding customer service & organizational skills, and who is diligent and attention to detail. Be solution-oriented, deal with ambiguity, rapid changes in priorities, and short deadlines, and have the ability to coordinate. Reporting to the Workplace Operations Manager you will perform a variety of office support functions and duties. WHAT YOU'LL DO: Provide a welcoming first impression to visitors, guests, vendors, and staff. Act as a helpful resource for internal staff, assisting with general workplace inquiries, meeting room bookings, and office event support. Take genuine care and responsibility for the entire workplace. You are responsible for keeping the office maint

VueAIGoRust
R
📍 San Mateo, CA, United States· Full-time
✓ High-confidence listingCompany trend -100%

From $217.1K/yr

Quick readStrong listing-quality and freshness signals

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. Roblox is seeking a Product Marketing Manager for our Ads product team, focused on Advertiser Tools and Outbound Demand. As the PMM, you will partner closely with the product owners for advertising products that enable brands and advertisers to create, manage, target, measure, and scale campaigns on Roblox. You will lead the strategy and go-to-market execution for Roblox’s advertiser-side ads portfolio, including Ads Manager, targeting, creative and campaign-creation tools, measurement, and self-serve advertiser adoption. You will be instrumental in building the narrative, programs, and market demand needed to establish Roblox as a high-value advertising platform for brands. You will work closely with Brand Partnerships, Sales, Product, Engineering, Integrated Marketing, and Communications to translate product capabilities into compelling advertiser value propositions and scaled demand-generation programs. This role will be based at our headquarters in San Mateo, CA, in a hybrid arrangement with Tuesday through Thursday onsite. You Will Lead the launch process and drive the go-to-market strategy, messaging, content creation, and positioning for advertiser-facing Ads products and policies. O

AWSGitAIGo
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📍 San Mateo, CA, United States· Full-time
✓ High-confidence listingCompany trend -100%

From $295.3K/yr

Quick readStrong listing-quality and freshness signals

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. We are seeking an Engineering Manager to lead a critical area of Roblox Creator Success focused on Creator Analytics. This role requires strong technical leadership, sound engineering judgment, and the ability to lead through complex technical challenges. The ideal candidate brings experience in analytics platforms, experimentation systems, or large-scale data products, and is comfortable leading high-performing engineering teams. This role will be based in our San Mateo, CA headquarters (hybrid with Tues–Thurs onsite days). You Will: Own the technical direction and delivery of major investments across Creator Analytics systems. Set and uphold a high engineering quality bar. Lead a team of senior engineers across frontend, backend, and fullstack development. Drive alignment and execution across related partner teams including Product and Data Platform. Partner with senior engineering leadership to translate long-term technical strategy into durable roadmaps and execution plans. Help shape Creator Analytics into a best-in-class analytics platform for both emerging creators and professional developers. You Have: 8+ years of engineering experience, including work on large-scale and long-lived

AWSGitAIGo
R
📍 San Mateo, CA, United States· Full-time
✓ High-confidence listingCompany trend -100%

From $196.8K/yr

Quick readStrong listing-quality and freshness signals

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. As a Senior Software Engineer on our Ads Platform team, you will architect and build foundational ads systems that are capable of reliably serving Roblox’s massive scale. You will drive performance improvements to our ads serving and delivery infrastructure, while expanding our systems to support a variety of new and immersive ads experiences. Your scope will span across multiple teams and require close collaboration with engineers across ML, backend, and analytics to shape the future of ads infrastructure at Roblox. This role is a great fit for you if you are proficient in managing large scale systems and data-driven applications and have a zeal for developing inspiring, easily maintainable, and reusable code. Join our highly skilled and rapidly growing team and make a significant impact at Roblox. This position will report to our Senior Engineering Manager and require you to work onsite at our HQ in San Mateo, CA Tuesdays to Thursdays. You Will: Build and ship best-in-class Ads products used by hundreds of millions of users. Develop backend services that scale to billions of products and transactions. Be a tech lead and mentor junior engineers Self-organize and take ownership of projects

PythonJavaSQLRedis
R
📍 San Mateo, CA, United States· Full-time
✓ High-confidence listingCompany trend -100%

From $280.5K/yr

Quick readStrong listing-quality and freshness signals

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. As the Senior/Principal Product Manager for Engine Systems Foundations, you will drive the vision and strategy for the most foundational parts of the Roblox game engine and be hands-on with the execution and delivery of products that impact over 130 million players every day. This team is responsible for the core performance, reliability, and efficiency of the engine, and it owns key features like our memory allocation library, thread/work dispatch system, and the backing APIs that power our creator performance tooling. If you are a visionary product leader who thrives on deeply technical challenges to improve the speed and quality of a system, you’ll be a great fit! The role is based in San Mateo, CA (hybrid with Tues-Thurs onsite). You will: Define the long-term vision and strategy for Systems Foundations, ensuring we have plans in place to continually invest in the core pieces of a high-performance, realtime game engine. Take ownership of the engine-related content in the public Creator Analytics creators use to monitor the experiences on Roblox, ensuring we’re delivering actionable insights. Work with the Creator organization to define and drive end-to-end performance workfl

AWSGitAIC++
D
📍 San Francisco, California, United States· Full-time
✓ High-confidence listingCompany trend -84.7%

From $148K/yr

Quick readStrong listing-quality and freshness signals

At Datadog we’re growing our investment in AI and Developer focused events. As we scale this program we’re looking to hire a Program Manager on our Community team to support our content and advocacy team efforts across these events. The Datadog Technical Advocacy team are focused on our local user communities, and bringing our technical content directly to our customers globally. You’ll be responsible for planning and execution to deliver AI and Developer events, working across multiple teams at Datadog to ensure our event is high quality and a positive experience for our customers. At Datadog, we place value in our office culture - the relationships that it builds, the creativity it brings to the table, and the collaboration of being together. We operate as a hybrid workplace to ensure our employees can create a work-life harmony that best fits them. What You’ll Do: Growing Datadog’s presence at AI events and identifying opportunities for meetups, hands-on learning, and sponsored events, with a focus on AI or Developer events Planning technical programming for AI or developer events that Datadog hosts or sponsors Supporting AI and developer focused content at larger global events such as DASH, Datadog’s annual conference Tracking deadlines and deliverables for our content and events, including digital and physical assets, and working with vendors and procurement teams as needed to ensure event success Identifying and resolving risks and blockers for our event programing Maintaining our internal tools and public website for event agenda and speaker content Owning our onsite speaker experience for both internal and customer speakers Managing event programming onsite, coordinating rehearsals, staffing, and ensuring smooth onsite operations Collaborate closely with our Community teams, external stakeholders, and the VP of Community Create and refine processes; maintain focus on continual improvements, automat

GitAIGoRust
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