Roblox

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Distinguished Engineer, Machine Learning - Discovery

The Discovery team at Roblox plays a critical role in connecting our community to the experiences, content, and creators they love. As the Discovery Core Product team, this role involves tackling challenging problems in search, discovery, and content understanding. The responsibilities include developing machine learning models for recommendation and search systems, applying advanced techniques in LLMs and multimodal learning, and creating end-to-end solutions to enhance search and discovery. This position aims to improve user engagement, retention, and ecosystem diversity by redesigning primary search and discovery surfaces.

<div class="content-intro"><p><span>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. </span></p> <p><span>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.</span><strong> </strong><span>We’re on a mission to connect a billion people with optimism and civility, and looking for amazing talent to help us get there. </span></p> <p><span>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.</span></p></div><p>The Discovery team at Roblox plays a critical role in connecting our community to the experiences, content, and creators they love. As the Discovery Core Product team, we work closely with infrastructure teams to power major search and discovery surfaces such as the homepage, experience details page, charts, and search.</p> <p>Our mission is to drive Roblox’s top-line growth by improving user engagement, retention, and ecosystem diversity. Over the next few years, we aim to completely redesign Roblox’s primary search and discovery surfaces to elevate the user experience. As part of the Discovery Core Product team—a blend of product and applied research expertise—this role involves tackling some of the most challenging problems in search, discovery, and content understanding.</p> <p><strong>You Will:</strong></p> <ul> <li><strong>Develop </strong>cutting-edge machine learning models for recommendation systems, search systems, image/video understanding, and text understanding.</li> <li><strong>Apply</strong> advanced techniques in LLMs and multimodal learning to improve content and user understanding.</li> <li><strong>Create </strong>end-to-end solutions to enhance search and discovery across key surfaces like the homepage, search, and experience details page.</li> <li><strong>Ensure</strong> the scalability, reliability, and extensibility of our machine learning systems.</li> </ul> <p><strong>You Have:</strong></p> <ul> <li>Possess or pursuing a Ph.D. in Computer Science, Computer Engineering, Data Science, or a similar technical degree.</li> <li>Proficiency in one or more programming languages such as Go, Python, C++, or C#</li> <li>Expertise in one or more of the following areas: recommendation systems, information retrieval, text/image/video understanding, or GenAI/foundation models.</li> <li>Strong background in advanced techniques such as LLMs, multimodal learning, and other state-of-the-art machine learning methods.</li> <li>Experience building and working on end-to-end ML pipelines, including data processing, modeling, and production deployment.</li> <li>Published and presented peer-reviewed articles in top-tier venues, such as NeurIPS, ICML, ICLR, ACL, EMNLP, CVPR, ICCV, KDD, WWW and RecSys.</li> </ul> <p>You may redact age, date of birth, and dates of attendance/graduation from your resume if you prefer.</p><div class="content-pay-transparency"><div class="pay-input"><div class="description"><p>For roles that are based at our headquarters in San Mateo, CA: The starting base pay for this position is as shown below. The actual base pay is dependent upon a variety of job-related factors such as professional background, training, work experience, location, business needs and market demand. Therefore, in some circumstances, the actual salary could fall outside of this expected range. This pay range is subject to change and may be modified in the future. All full-time employees are also eligible for equity compensation and for benefits.</p></div><div class="title">Annual Salary Range</div><div class="pay-range"><span>$192,890</span><span class="divider">—</span><span>$255,200 USD</span></div></div></div><div class="content-conclusion"><p>Roles that are based in our San Mateo, CA Headquarters are in-office Tuesday, Wednesday, and Thursday, with optional in-office on Monday and Friday (unless otherwise noted).</p> <p>Roblox provides equal employment opportunities to all employees and applicants for employment and prohibits discrimination and harassment of any type without regard to race, color, religion, age, sex, national origin, disability status, genetics, protected veteran status, sexual orientation, gender identity or expression, or any other characteristic protected by federal, state or local laws. Roblox also provides reasonable accommodations for all candidates during the interview process.</p></div>

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<p>- This assessment gives us an idea of your C++ skills<br>- Companies that evaluate this skillset in interviews: <strong>Rockstar Games, Ubisoft, Mayhem Studios, etc.</strong><br>- 10 Multiple Choice questions<br>- Average time to complete: <strong>7 to 10 minutes</strong></p>

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The Instructional Systems Designer Consultant will design and develop training materials, including e-learning modules and system simulations, using tools like Assima and WalkMe. Responsibilities include collaborating with clients and Subject Matter Experts, managing multiple projects, and staying current with instructional design trends. This role requires proficiency in instructional design, adult learning theories, and eLearning best practices. The consultant will also be responsible for supporting junior training developers.

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<h3>Description</h3>
<p ng-non-bindable=""></p><div style="line-height: normal;margin: 0.1in 0.0in 0.1in 0.0in;"><b><span style="font-family: 'Open Sans ISG';">Instructional Systems Designer Consultant with Assima<br><br></span></b></div><div><span style="font-family: 'Open Sans ISG';">Wanted: dynamic and creative individuals ready to connect with a like-minded team. You’ll enjoy all the autonomy you need to help our clients make their digital infrastructure faster and more effective. Free reign for free spirits doesn’t mean you’ve got to go it alone. Over 1400 teammates from around the globe are eager to help you out when things get down to wire. Their expertise will put you on the winning path and keep you there. </span><b><span style="font-family: 'Open Sans ISG';"><br></span></b><span style="font-family: 'Open Sans ISG';"><br><b><span style="color: black;background: white;">Position Overview</span><span style="background: white;">&nbsp;</span></b></span></div><div style="line-height: normal;margin: 0.1in 0.0in 0.1in 0.0in;"><span style="font-family: 'Open Sans ISG';">Our team is seeking a highly skilled and experienced Systems Training Instructional Design Consultant to join our growing learning and development consulting team. You will play a pivotal role in designing and developing cutting-edge, Instructor-Led Training, self-paced eLearning courses and system training simulations using rapid training development tools (Assima, WalkMe and SAP Enable). Your expertise will be crucial in creating highly effective learning products that drive user adoption and proficiency in enterprise systems.</span></div><div style="line-height: normal;margin: 0.1in 0.0in 0.1in 0.0in;"><span style="font-family: 'Open Sans ISG';"></span></div><div style="margin: 0.1in 0.0in 0.1in 0.0in;"><b><span style="font-family: 'Open Sans ISG';">Responsibilities</span></b></div><div style="margin: 0.1in 0.0in 0.1in 0.25in;"><span style="font-family: 'Open Sans ISG';">Under the direction of a Senior Training Lead, the Instructional Designer is responsible for the following:<b></b></span></div><ul style="margin-top: 0.0px;"><li><span style="font-family: 'Open Sans ISG';">Support a team of junior training developers, providing guidance, oversight, and ensuring project deliverables meet deadlines and quality standards. </span></li><li><span style="font-family: 'Open Sans ISG';">Develop a comprehensive range of training materials related to enterprise systems and processes, including e-learning modules, system simulations, instructor-led training materials, and quick reference guides.</span></li><li><span style="font-family: 'Open Sans ISG';">Leverage industry-leading tools (e.g., Assima, SAP Enable Now, WalkMe, Articulate Storyline) to create innovative and effective training materials in a fast-paced environment.</span></li><li><span style="font-family: 'Open Sans ISG';">Collaborate closely with clients and Subject Matter Experts (SMEs) to understand specific training needs and develop tailored, user-centric solutions.</span></li><li><span style="font-family: 'Open Sans ISG';">Develop and maintain a consistent design approach across all training materials using a QA and Project Standards Guide as well as standardized templates based on each project requirement.</span></li><li><span style="font-family: 'Open Sans ISG';">Manage multiple project assignments simultaneously, prioritizing tasks and ensuring efficient project execution aligned with schedules.</span></li><li><span style="font-family: 'Open Sans ISG';">Stay current with emerging trends and best practices in instructional design and adult learning theories.</span></li></ul><div style="margin: 0.1in 0.0in 0.1in 0.0in;"><b><span style="font-family: 'Open Sans ISG';">Required Skillsets:</span></b></div><ul style="margin-top: 0.0px;"><li><span style="font-family: 'Open Sans ISG';">This a remoted position based in the United States – must be available to work primarily on Eastern Standard Time (EST)</span></li><li><span style="font-family: 'Open Sans ISG';">Proven expertise with rapid training development tools, with strong preference for Assima and WalkMe.</span></li><li><span style="font-family: 'Open Sans ISG';">Minimum of 4-5 years of instructional design experience, specifically in enterprise systems and applications training within a corporate or consulting environment.</span></li><li><span style="font-family: 'Open Sans ISG';">Minimum of 2-3 years in a client facing internal or external consulting role for Instructional Design.</span></li><li><span style="font-family: 'Open Sans ISG';">Demonstrated proficiency in instructional design principles, adult learning theories, and eLearning best practices.</span></li><li><span style="font-family: 'Open Sans ISG';">Strong understanding of fundamental business processes within modern enterprises, including Finance, Operations, Logistics, and Human Resources.</span></li><li><span style="font-family: 'Open Sans ISG';">Excellent project management skills with the ability to manage multiple projects simultaneously.</span></li><li><span style="font-family: 'Open Sans ISG';">Demonstrated ability to collaborate effectively with Subject Matter Experts to produce high-quality learning deliverables aligned with client expectations and learning needs.</span></li><li><span style="font-family: 'Open Sans ISG';">Exceptional English language skills, including a deep understanding of grammar in both writing and speaking.</span></li><li><span style="font-family: 'Open Sans ISG';">Proficiency in data analysis and visualization tools to measure and report on training effectiveness.</span></li><li><span style="font-family: 'Open Sans ISG';">Superior collaboration and communication skills, with the ability to work effectively with diverse stakeholders.</span></li><li><span style="font-family: 'Open Sans ISG';">Familiarity with accessibility standards and creating inclusive learning experiences.</span></li><li><span style="font-family: 'Open Sans ISG';">Demonstrated ability to recognize different learning styles and adjusting teaching methods to suit individual needs.</span></li></ul><div style="margin: 0.1in 0.0in 0.1in 0.0in;"><b><span style="font-family: 'Open Sans ISG';">Education:</span></b></div><ul style="margin-top: 0.0px;"><li><span style="font-family: 'Open Sans ISG';">Bachelor's degree in Instructional Design, Educational Technology, or a related technical discipline required</span></li><li><span style="font-family: 'Open Sans ISG';">Master's degree desirable</span></li></ul><div style="margin: 0.1in 0.0in 0.1in 0.5in;"><span style="font-family: 'Open Sans ISG';">&nbsp;</span></div><div><span style="font-family: 'Open Sans ISG';">At ISG, we don’t just accept difference — we celebrate it, we support it, and we thrive on it for the benefit of our employees, our clients, and our communities. We are committed to building a team that represents a variety of backgrounds, perspectives, and skills. ISG is proud to be an equal opportunity workplace and we are committed to creating an inclusive environment for all employees. The more diverse and inclusive we are, the better our work will be.</span></div><div>&nbsp;</div><div><span style="font-family: 'Open Sans ISG';">The duties and responsibilities described in this job description may not be a comprehensive list. Additional tasks may be assigned to the employee&nbsp;from time to time and/or the scope of the job may change as necessitated by business demands.</span></div><div><span style="font-family: 'Open Sans ISG';">&nbsp;</span></div><div><span style="font-family: 'Open Sans ISG';">#LI-Remote</span></div><div><span style="font-family: 'Open Sans ISG';">&nbsp;</span></div>
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This assessment gives us an idea of your C++ skills- Companies that evaluate this skillset in interviews: Rockstar Games, Ubisoft, Mayhem Studios, etc.- 10 Multiple Choice questions- Average time to complete: 7 to 10 minutes

Let's assess your Data Structures! - This assessment gives us an idea of your problem solving skills using DSA- Companies that evaluate this skillset in interviews: MPL, LILA Games, GSN Games, etc.- 10 Multiple Choice questions

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Let's assess your Programming Patterns! ????- This assessment gives us an idea of your code architecture skills- Companies that evaluate this skillset in interviews: Dirtcube, PTW, Playshifu, etc.

Programming Patterns

Let's assess your OOPs skills! ????- This assessment gives us an idea of your fundamental OOPS concepts and Solid principles skills- Companies that evaluate this skillset in interviews: Hitwicket, GSN Games, Tomo Club, etc.

Object Oriented Programming

Let's assess your Unity Skills ????- This assessment gives us an idea of your Unity fundamentals- Companies you can apply for after taking this assessment: Godspeed games, Salvation Games, nCore Games, etc.