Adaptive jobs

Nebraska Spine Surgical Tech UNAVAILABLE, UNAVAILABLE, UNAVAILABLE Where You'll Work At Nebraska Spine Hospital, we pride ourselves on being the region's premier Spine Center of Excellence, dedicated exclusively to spine care. Our focus on providing exceptional patient care and achieving outstanding outcomes stems from the expertise and dedication of our remarkable team. If you are passionate about healthcare and want to work in an environment that fosters growth, innovation, and excellence, we invite you to explore our career opportunities. Job Summary and Responsibilities Nebraska Spine Hospital Up to $5,000 Sign on Bonus Available Up to $7,000 in Education Assistance Available Open to hiring Certified or Non-Certified Surgical Techs that have completed a Surgical Tech education program (Pay will differ per position) *ask a Recruiter for details* As our Surgical Tech, you will help prepare the operating room and surgical team so they can successfully perform a variety of surgical procedures for patients.Every day you will set up surgical equipment and instruments, assist the surgical team, and ensure a sterile environment. You will be expected to adapt quickly, collaborate effectively within the OR team, and contribute directly to the patient's healing process.To be successful in this role, you must possess adaptability, a strong team-player mindset, and enthusiasm for supporting complex surgical procedures. Performs surgical technology tasks and functions that are performed with other members of the surgical team that includes: Prepares t

Sr Certified Surgical Tech UNAVAILABLE, UNAVAILABLE, UNAVAILABLE Where You'll Work Founded in 1955, Dignity Health - Northridge Hospital Medical Center is a 394-bed, acute care, nonprofit hospital located. Serving over 80,000 patients annually, the hospital offers a full complement of services including a Level II Trauma Center, heart care, cancer care and women's health. It is the only pediatric trauma center in the San Fernando Valley. Additionally, Northridge Hospital Medical Center has been recognized as an LGBTQ+ Healthcare Equality High Performer by the Human Rights Campaign Foundation. It is a Joint Commission-certified Thrombectomy-Capable Stroke Center and has been recognized as one of America's 50 Best Hospitals by Healthgrades in 2026. One Community. One Mission. One California Job Summary and Responsibilities As our Surgical Tech, you will help prepare the operating room and surgical team so they can successfully perform a variety of surgical procedures for patients.Every day you will set up surgical equipment and instruments, assist the surgical team, and ensure a sterile environment. You will be expected to adapt quickly, collaborate effectively within the OR team, and contribute directly to the patient's healing process.To be successful in this role, you must possess adaptability, a strong team-player mindset, and enthusiasm for supporting complex surgical procedures. Adheres to established Hospital/departmental policies and procedures, objectives, Quality Assessment and Improvement Program, Infection Assessment and Improvem

Machine Learning Research Scientist, Mechanical Intuition in Multimodal Models Los Altos, CA; Cambridge, MA

Occupational Therapist Home Health UNAVAILABLE, UNAVAILABLE, UNAVAILABLE Where You'll Work CommonSpirit Health at Home is part of an expansive health care network that is committed to providing better patient care, with better outcomes, where it is best received, at home. As a faith-based organization, we are committed to finding new ways to improve the health of our patients and their families and the health of the communities we serve. Rooted in humankindness, our ministry is at the heart of everything we do and can be seen in every patient we touch. Job Summary and Responsibilities The primary service area for this position will be East/Southeast Denver CommonSpirit Health at Home leverages AI-powered clinical documentation to reduce documentation, enhance work-life balance, and maximize patient time. We are seeking a skilled and compassionate Occupational Therapis t to join CommonSpirit Health at Home. The OT will provide skilled therapy services to patients in their home evaluating the patients abilities and needs, setting goals and developing a plan to help the patient achieve independence, improve their quality of life and prevent potential health-related problems. Responsibilities: Assess patients' physical, cognitive, and psychosocial abilities to determine therapy needs. Develop and implement personalized treatment plans that may include exercises', adaptive techniques, and use of assistive devices to improve patients functional abilities. Teach patients and family members about home safety, adaptive equipment, and strategies to manage d

Senior ML Software Engineer - Integration & Quality Sunnyvale CA or Toronto Canada Cerebras Systems builds the world's largest AI chip, 56 times larger than GPUs. Our novel wafer-scale architecture provides the AI compute power of dozens of GPUs on a single chip, with the programming simplicity of a single device. This approach allows Cerebras to deliver industry-leading training and inference speeds and empowers machine learning users to effortlessly run large-scale ML applications, without the hassle of managing hundreds of GPUs or TPUs. Cerebras' current customers include top model labs, global enterprises, and cutting-edge AI-native startups. OpenAI recently announced a multi-year partnership with Cerebras , to deploy 750 megawatts of scale, transforming key workloads with ultra high-speed inference. Thanks to the groundbreaking wafer-scale architecture, Cerebras Inference offers the fastest Generative AI inference solution in the world, over 10 times faster than GPU-based hyperscale cloud inference services. This order of magnitude increase in speed is transforming the user experience of AI applications, unlocking real-time iteration and increasing intelligence via additional agentic computation. About the Role We are looking for a Software Engineer to join the ML Integration and Quality team at Cerebras. This team sits at the intersection of machine learning infrastructure, distributed systems, and hardware/software co-design. In this role, you will help integrate and validate the software stack that powers the Cerebras AI platform, ensuring large-scale ML workloads run reliably and efficiently across our systems. You will work closely with engineers across runtime, compiler, kernel, and hardware teams to debug

Associate Machine Learning Engineer India - Hyderabad posted: Posted 30+ Days Ago

PLM Administrator UK Anduril Industries is a defense technology company with a mission to transform U.S. and allied military capabilities with advanced technology. By bringing the expertise, technology, and business model of the 21st century's most innovative companies to the defense industry, Anduril is changing how military systems are designed, built and sold. Anduril's family of systems is powered by Lattice OS, an AI-powered operating system that turns thousands of data streams into a realtime, 3D command and control center. As the world enters an era of strategic competition, Anduril is committed to bringing cutting-edge autonomy, AI, computer vision, sensor fusion, and networking technology to the military in months, not years. ABOUT THE TEAM: ArsenalOS is the digital backbone of Anduril's hardware enterprise. It connects the full lifecycle, from concept to build to field feedback, into one operating environment built for speed, traceability, autonomy, and continuous improvement. That environment includes not just the software used to design, plan, and execute work, but also the factory-facing infrastructure that connects operators, machines, test systems, and OT networks into the same adaptive Build Chain. It is not a support function, but rather a strategic investment by Anduril that the operating system of the hardware lifecycle is how we win. It will be one of the mechanisms by which Anduril out-builds, out-adapts, and out-scales the traditional defense industrial base. ABOUT THE JOB: We are seeking a highly skilled PLM Administrators to join our team. You will be responsible for helping product and program teams

Prognostics & Health Monitoring Engineer Sunnyvale, CA Cerebras Systems builds the world's largest AI chip, 56 times larger than GPUs. Our novel wafer-scale architecture provides the AI compute power of dozens of GPUs on a single chip, with the programming simplicity of a single device. This approach allows Cerebras to deliver industry-leading training and inference speeds and empowers machine learning users to effortlessly run large-scale ML applications, without the hassle of managing hundreds of GPUs or TPUs. Cerebras' current customers include top model labs, global enterprises, and cutting-edge AI-native startups. OpenAI recently announced a multi-year partnership with Cerebras , to deploy 750 megawatts of scale, transforming key workloads with ultra high-speed inference. Thanks to the groundbreaking wafer-scale architecture, Cerebras Inference offers the fastest Generative AI inference solution in the world, over 10 times faster than GPU-based hyperscale cloud inference services. This order of magnitude increase in speed is transforming the user experience of AI applications, unlocking real-time iteration and increasing intelligence via additional agentic computation. Role Summary Quality, reliability, and uptime are foundational to scaling Cerebras systems. We are seeking an engineer to define and build our prognostics and health monitoring (PHM) capability-developing frameworks to monitor, assess, and predict hardware health across our fleet. In this role, you will transform telemetry and operational data into actionable insights and automated responses, enabling early detection of degradation, accurate failure prediction, and proactive actions to keep systems highly available, performant, and resilient. This is a highly cross-functional role spanning reliability engineering, data science,

Certified Surgical Tech UNAVAILABLE, UNAVAILABLE, UNAVAILABLE Where You'll Work Founded in 1955, Dignity Health - Northridge Hospital Medical Center is a 394-bed, acute care, nonprofit hospital located. Serving over 80,000 patients annually, the hospital offers a full complement of services including a Level II Trauma Center, heart care, cancer care and women's health. It is the only pediatric trauma center in the San Fernando Valley. Additionally, Northridge Hospital Medical Center has been recognized as an LGBTQ+ Healthcare Equality High Performer by the Human Rights Campaign Foundation. It is a Joint Commission-certified Thrombectomy-Capable Stroke Center and has been recognized as one of America's 50 Best Hospitals by Healthgrades in 2026. One Community. One Mission. One California Job Summary and Responsibilities As our Surgical Tech, you will help prepare the operating room and surgical team so they can successfully perform a variety of surgical procedures for patients.Every day, you will set up surgical equipment and instruments, assist the surgical team, and ensure a sterile environment. You will be expected to adapt quickly, collaborate effectively within the OR team, and contribute directly to the patient's healing process.To be successful in this role, you must possess adaptability, a strong team-player mindset, and enthusiasm for supporting complex surgical procedures. Adheres to established Hospital/departmental policies and procedures, objectives, Quality Assessment and Improvement Program, Infection Assessment and Improve

Occupational Therapist UNAVAILABLE, UNAVAILABLE, UNAVAILABLE Where You'll Work Dignity Health at Home is part of an expansive health care network that is committed to providing better patient care, with better outcomes, where it is best received, at home. As a faith-based organization, we are committed to finding new ways to improve the health of our patients and their families and the health of the communities we serve. Rooted in humankindness, our ministry is at the heart of everything we do and can be seen in every patient we touch. Job Summary and Responsibilities We are seeking a skilled and compassionate Occupational Therapist to join the Dignity Home Health team. The OT will provide skilled therapy services to patients in their home evaluating the patients abilities and needs, setting goals and developing a plan to help the patient achieve independence, improve their quality of life and prevent potential health-related problems. Responsibilities: Assess patients' physical, cognitive, and psychosocial abilities to determine therapy needs. Develop and implement personalized treatment plans that may include exercises', adaptive techniques, and use of assistive devices to improve patients functional abilities. Teach patients and family members about home safety, adaptive equipment, and strategies to manage daily activities effectively. Maintain accurate and timely records of patient progress, treatment plans, and modifications to therapy programs for compliance and regulatory standards. Monitor patients progress and adjust treatment

Backend Engineer San Francisco | Hybrid | Remote ABOUT US Our mission is to reinvent the way people learn, starting with language. Learning a language can change a life by opening doors to new cultures, careers, and communities. Two billion people around the world are actively trying to learn a language, but the best way to learn (one-on-one tutoring) is hard to access at scale and hasn't been meaningfully improved in decades. Speak is building a human-level, AI-powered tutor in your pocket: a conversation-first experience that lets learners actually speak, get instant feedback, and progress through carefully designed lessons. The result is a complete path from beginner to confident speaker across multiple languages. Speak first launched in South Korea in 2019, where Speak has now become the number one language learning app, and we now serve learners across many markets and 15+ languages. Speak is one of the world's leading AI companies, with over $150m raised in venture investment from OpenAI, Accel, Founders Fund, Khosla Ventures, and more, with a distributed team across San Francisco, Seoul, Tokyo, Taipei, and Ljubljana. ABOUT THIS ROLE We are looking for a senior backend focused but full-stack capable engineer to work on building novel AI-powered product experiences. The ideal candidate will have experience working in close coordination with product, design, and machine learning teams, as well as have a background in building polished consumer applications. This role sits at the center of developing our newest products focused on programmatic, conversationally-driven language learning and will

2026 Marketing Intern (POL) Warsaw, Woj. Mazowieckie, POL Job Summary This role is open to students graduating in 2027 and seeking an internship starting between January and July 2026. If your expected graduation date and availability match this, please continue reading. At Amazon, we are working to be the most customer-centric company on earth. Amazon is looking for passionate, versatile and curious Marketing Interns to work with us on improvement and innovation projects to support the growth of our European network. To get there, we need exceptionally talented, bright, and driven people. As an intern, you will have the opportunity to gain hands-on experience in developing and executing marketing strategies, while working alongside a collaborative team. This is a chance for you to take on meaningful projects, apply your skills, and expand your knowledge of the marketing field. Note: You must have the right to work in the country of employment by the start date. Key job responsibilities Key Job Responsibilities * This internship provides an opportunity to collaborate with cross-functional teams, demonstrate project management skills in a competitive and dynamic business climate. * Brand strategy: Assist with implementing the global brand strategy, adapting it to the local market and support the creation of effective content and marketing assets to engage customers and prospect * Run marketing campaigns and other growth initiatives: Assist with implementing the global brand strategy, adapting it to the local market and support the creation of effective content and marketing assets to engage customers and prospect

Design Engineer San Francisco | OnSite | New York City ABOUT US Aqua Voice is building the voice input layer for the age of AI. We train our own models and build deep OS integrations because doing voice well requires controlling the entire stack. The way people work is changing. IC work is over; you manage AI agents now. This type of work is wonderfully suited for voice. We aren't building conversational agents. We believe the most natural way to interact with your computer is voice in text out (VITO). We believe that voice belongs at a level above the application, and that a small company can win by pushing the envelope. We are applying relentless energy to this opportunity and the results so far have been good. We hope you will join us. THE ROLE We need a designer who can also write code. You will own design across our desktop app, web properties, and marketing. You will implement your own work in React, TypeScript, and CSS. This is a design role first. We care more about your taste than your engineering speed. WHAT YOU'LL DO - Design and build product interfaces - Own the full design process from concept to implementation - Work across desktop, web, and marketing - Ship work directly, not just hand off mockups WHAT WE'RE LOOKING FOR - Strong visual design skills and a portfolio that demonstrates them - Ability to implement designs in frontend code - Experience shipping real products - Comfort working

Applied AI Engineer SF Headquarters | OnSite ABOUT US We're building the AI infrastructure powering the future of financial operations - starting with automating the most painful and complex workflows in loan servicing. - Backed by a16z and Y Combinator, with $65M raised in Series A funding. - 8-figure ARR 20% of the auto lending industry, and processing millions of real customer calls and transactions daily. - Fully deployed with major financial institutions - not just PoCs. - We are expanding into new financial services segments! - In-person office culture in San Francisco, CA. We're fully integrated with our customers, own the full stack, and are moving fast to bring modern AI into regulated industries where precision, reliability, and performance matter most. ABOUT THE ROLE We're looking for a Member of Technical Staff to help build the speech and language models behind Salient's production voice agents. You'll work on challenging problems in speech and language modeling. Many of these problems look solved in academic benchmarks, but remain deeply unsolved in real-world production. This is a high-ownership role on a small, elite team. You'll own core parts of the system end to end, and everything you do will have direct revenue impact. WHAT YOU'LL DO - Build and improve production speech models and systems with the ultimate goal of improving real-time conversational quality. - Post-train LLMs for voice agents used for consumer finance. - Develop evals, harnesses, and monitoring systems. - Work across models, data, infrastructure, and product to improve end-to-end

Teamcenter / PLM Administrator UK Anduril Industries is a defense technology company with a mission to transform U.S. and allied military capabilities with advanced technology. By bringing the expertise, technology, and business model of the 21st century's most innovative companies to the defense industry, Anduril is changing how military systems are designed, built and sold. Anduril's family of systems is powered by Lattice OS, an AI-powered operating system that turns thousands of data streams into a realtime, 3D command and control center. As the world enters an era of strategic competition, Anduril is committed to bringing cutting-edge autonomy, AI, computer vision, sensor fusion, and networking technology to the military in months, not years. ABOUT THE TEAM: ArsenalOS is the digital backbone of Anduril's hardware enterprise. It connects the full lifecycle, from concept to build to field feedback, into one operating environment built for speed, traceability, autonomy, and continuous improvement. That environment includes not just the software used to design, plan, and execute work, but also the factory-facing infrastructure that connects operators, machines, test systems, and OT networks into the same adaptive Build Chain. It is not a support function, but rather a strategic investment by Anduril that the operating system of the hardware lifecycle is how we win. It will be one of the mechanisms by which Anduril out-builds, out-adapts, and out-scales the traditional defense industrial base. ABOUT THE JOB: We are seeking a highly skilled PLM Administrators to join our team. You will be responsible for helping product and

Cardiac Rehab RN UNAVAILABLE, UNAVAILABLE, UNAVAILABLE Where You'll Work CHI St. Alexius Health Dickinson, part of CommonSpirit Heath, a national nonprofit health system based in Englewood, Colorado. The faith-based system operates in 18 states and includes 103 hospitals. Additional services offered within the system are: long-term care, assisted and residential living communities, community health services organizations, home health agencies, and numerous outpatient facilities. Job Summary and Responsibilities As a Cardiac Rehab RN, you will be a pivotal caregiver, guiding patients through critical cardiac recovery and empowering them and their families with life-changing support and education.Every day, you will expertly assess complex cardiac conditions, meticulously monitor patient progress, and collaborate seamlessly with our multidisciplinary team to optimize healing and long-term wellness plans, ensuring no two days are alike.To be successful in this role, you will combine acute assessment skills and an adaptable, detail-oriented approach with a compassionate drive to go the extra mile, shaping enduring positive health outcomes for every patient. Supervises the staff and department under the direction of the CNO. Provides direct nursing services to cardiac/pulmonary rehab patients, adapted to the patients' age and needs: Initiates and revises the plan of care, assists in discharge planning, assess patients, provides education, and accurately documents each encounter. Demonstrates accountability for and contribution to prog

Senior Manager, Applied Science Irvine, California, United States; Los Angeles, California, United States; San Francisco, CA; Seattle, Washington, United States; United States WHAT YOU'LL DO The Machine Learning team at Viant is revolutionizing the Ad Tech industry with innovative machine learning systems. By automating manual processes in creating, launching, and measuring digital ads, we build autonomous systems that process hundreds of millions of events daily. We are seeking an experienced and visionary Senior Manager, Applied Science to lead the development and implementation of machine learning solutions that drive significant business impact. In this role, you will define the team's strategic direction, cultivate a high-performance engineering culture, and deliver innovative models and systems to address complex business challenges. THE DAY-TO-DAY - Provide strategic and technical leadership to the Machine Learning Engineering team, driving innovation and ensuring alignment with company objectives. - Own the end-to-end development, deployment, and maintenance of machine learning models that power Viant's products and services. - Develop and coach a team of machine learning engineers, fostering a culture of excellence in engineering practices, architecture, and quality. - Apply advanced machine learning techniques, including supervised learning and causal inference, to solve problems such as content demand forecasting, incremental value measurement, and personalization. - Collaborate with cross-functional teams, including Product, Finance, and Content leadership, to deliver actionable insights and guide strategic decisions. - Drive innovation by researching and implementing new methodologies, statistical techniques, and machine learning approaches. - Build and nurture relationships with stakeholders, ensuring timely delivery of impactful machine

Surgery Tech UNAVAILABLE, UNAVAILABLE, UNAVAILABLE Where You'll Work Founded in 1958, Dignity Health - Sierra Nevada Memorial Hospital is a 104-bed, acute care, nonprofit hospital located in Grass Valley, California. Serving over 80,000 patients annually, the hospital offers a full complement of services including heart care, cancer care, women's health, and neurology. Additionally, Sierra Nevada Memorial Hospital, has been recognized as an LGBTQ+ Healthcare Equality Leader by the Human Rights Campaign Foundation and is a Joint Commission-certified Primary Stroke Center. It has been named a Top Rural Hospital by The Leapfrog Group for three consecutive years, one of only 16 rural hospitals in the US to achieve this award. One Community. One Mission. One California Job Summary and Responsibilities As our Surgical Tech, you will help prepare the operating room and surgical team so they can successfully perform a variety of surgical procedures for patients.Every day you will set up surgical equipment and instruments, assist the surgical team, and ensure a sterile environment. You will be expected to adapt quickly, collaborate effectively within the OR team, and contribute directly to the patient's healing process.To be successful in this role, you must possess adaptability, a strong team-player mindset, and enthusiasm for supporting complex surgical procedures. Prepares and assembles operating room with appropriate instruments, supplies and equipment necessary for individual procedures. Utilizes the surgeons' preference cards to

Senior Machine Learning Engineer - Generative UI Platform Stockholm UI Studio is Spotify's internal generative UI prototyping platform that enables teams to spin up fully functioning replicas of Spotify surfaces - complete with playable music - to explore and pitch new product ideas. What started as a small internal project has evolved into a widely adopted platform, and we're now expanding it into a full generative UI system where teams can prompt for the interfaces they need. You'll join a small, high-impact team working at the intersection of machine learning, design systems, and product development - helping shape how user interfaces are imagined and built at Spotify. UI Studio is Spotify's internal generative UI prototyping platform that enables teams to spin up fully functioning replicas of Spotify surfaces - complete with playable music - to explore and pitch new product ideas. What started as a small internal project has evolved into a widely adopted platform, and we're now expanding it into a full generative UI system where teams can prompt for the interfaces they need. You'll join a small, high-impact team working at the intersection of machine learning, design systems, and product development - helping shape how user interfaces are imagined and built at Spotify. What You'll Do - Shape the machine learning direction for UI Studio as it evolves into a generative UI platform - Build systems that translate natural language into fully functional UI experiences through applied agent chat - Design and implement agent-based architectures (e.g., Claude Agent

On-Device ML Integration Engineer, Graphics, Games and Machine Learning Cupertino, United States of America Imagine being at the forefront of an evolution where cutting-edge AI meets the elegance of Apple silicon. The On-Device Machine Learning team transforms groundbreaking research into practical applications, enabling billions of Apple devices to run powerful AI models locally, privately, and efficiently. We stand at the unique intersection of research, software engineering, hardware engineering, and product development, making Apple the leading destination for machine learning innovation. Our team builds the essential infrastructure that enables machine learning at scale on Apple devices. This involves onboarding cutting-edge architectures to embedded systems, developing optimization toolkits for model compression and acceleration, building ML compilers and runtimes for efficient execution, and creating comprehensive benchmarking and debugging toolchains. This infrastructure forms the backbone of Apple's machine learning workflows across Camera, Siri, Health, Vision, and other core experiences, contributing to the overall Apple Intelligence ecosystem. If you are passionate about the technical challenges of running sophisticated ML models across all devices, from resource-constrained devices to powerful clusters, and eager to directly impact how machine learning operates across the Apple ecosystem, this role presents an exciting opportunity to work on the next generation of intelligent experiences on Apple platforms. We are seeking a seasoned ML Engineer with broad experience and an in depth understanding of machine learning, models and infrastructure. In this senior role, you will ensure Apple's inference stack allows integrating ML workflows end-to-end with excellent user experience, flawless functionality, and maximum performance.

Manager II, Software Engineering Bengaluru, India Toast is building the restaurant platform that helps restaurants adapt, take control, and get back to what they do best: running the businesses they love. We've grown into a leading hospitality software company in the U.S., and are now entering our next phase of growth-one defined by scale, complexity, and a new class of enterprise customers. As our customers grow, so do the demands on our platform. Operators who once managed a handful of locations are rapidly expanding, while new enterprise brands are adopting Toast to power increasingly complex operations. Supporting this evolution requires more robust, enterprise-grade capabilities-especially in how menus are defined, managed, and scaled across locations. At Toast, the menu is more than a list of items-it's the clearest expression of a restaurant's brand and the foundation of its operations. It serves as the shared language between guests, servers, and the kitchen, while also acting as both a storefront and a guide across digital ordering experiences. Behind the scenes, the menu is the central hub of restaurant configuration: it determines what guests can order, how items are presented and priced, how orders are routed and fulfilled, and how data is structured for reporting. And because menus are constantly evolving-with new items, pricing changes, and operational optimizations-they must be both powerful and easy to adapt. We build for the full spectrum of customers, from single-location cafés to enterprise brands with thousands of locations. That means creating a menu platform that is both highly

NEWS PRODUCER (EVENING) - WMBF WMBF - Station WMBF News in Myrtle Beach is searching for a motivated and dynamic producer to join our award-winning news team. Our producers are newsroom leaders who are responsible not only for their own newscast, but also help make content decisions and confirm information for the entire newsroom. A successful candidate will be able to adapt quickly to breaking news or when new stories are confirmed, work well in a team, be a strong writer, and have a passion for showcasing and storytelling.

Senior Machine Learning Engineer - Content Intelligence New York, NY We design Spotify's consumer experience-end to end, moment to moment, across every screen, platform, and partner integration. Our mission is to make listening feel effortless, personal, and joyful for billions of users around the world. That means turning complexity into clarity across hundreds of touchpoints-from our mobile and desktop apps to the smart speakers, TVs, cars, and integrations where Spotify shows up every day. If it touches a consumer, we shape it. We bring deep insight into human behavior, design, and technology to craft experiences that feel intuitive, expressive, and unmistakably Spotify. The Verbatim squad sits within the Enrichment & Content Intelligence product area and is focused on helping Spotify better understand audio, text, and visual content through machine learning. The team develops technologies that power experiences across Spotify including content skipping, transcription, moderation, and visual understanding. Working at the intersection of large-scale machine learning and product innovation, the squad partners closely with Product, Engineering, and Data Science teams to build intelligent systems that improve how users experience content across the platform. We design Spotify's consumer experience-end to end, moment to moment, across every screen, platform, and partner integration. Our mission is to make listening feel effortless, personal, and joyful for billions of users around the world. That means turning complexity into clarity across hundreds of touchpoints-from our mobile and desktop apps to the smart speakers, TVs, cars, and integrations where Spotify shows up every day. If it touches a

Senior Applied ML Scientist – Generative Video Cupertino, United States of America We are looking for a passionate Senior Applied ML Researcher to drive innovation in generative video modeling, with a strong focus on diffusion-based methods and related generative features. In this role, you will research, design, and deploy models at the intersection of machine learning research and real-world product impact. You will collaborate closely with research scientists, engineers, and product teams to find novel applications of generative AI capabilities to assist our creative user base. Your mission is to elevate the workflows of millions of creators by combining generative AI with Apple's human-centered design principles. Design and train state-of-the-art generative video models, primarily based on diffusion, consistency, rectified flow, or related generative frameworks Explore novel architectures for spatiotemporal modeling (e.g., 3D U-Nets, DiT-style Transformers, hybrid CNN-Transformer models) Conduct experiments on long-range temporal coherence, motion consistency, controllability, and multi-modal conditioning (text, audio, images) Minimum Qualifications: MS in Computer Science, Machine Learning, or a related field, or equivalent practical experience 4+ years of experience in deep learning for generative models, particularly diffusion-based methods Hands-on experience in distributed training of large models using PyTorch (or equivalent frameworks) Solid understanding of video representations, spatiotemporal modeling, and neural network optimization. Experience designing & training multi-modal DiT-style Transformers, latent diffusion, or multi-stage video generation pipelines Experience design & training adapters Proven ability as a creative problem solver Preferred Qualifications: PhD with research focused on generative modeling, diffusion models, or video understanding Experience with text-to-video, image-to-video,