6 Diffusion Jobs

Our Company Changing the world through digital experiences is what Adobe's all about. We give everyone-from emerging artists to global brands-everything they need to design and deliver exceptional digital experiences! We're passionate about empowering people to create beautiful and powerful images, videos, and apps, and transform how companies interact with customers across every screen. We're on a mission to hire the very best and are committed to creating exceptional employee experiences where everyone is respected and has access to equal opportunity. We realize that new ideas can come from everywhere in the organization, and we know the next big idea could be yours! Adobe Illustrator is the industry-leading graphic design tool for people who love art, illustration and designing. It offers creative tools to design anything you can imagine - from logos and icons to graphics, typography and illustrations - and customize it with professional-level precision across desktop, mobile and web. The Adobe Illustrator team is looking for a passionate, hardworking and highly motivated engineer and technical problem solver to help build scalable, responsive, next-generation vector editing application that makes vector drawing ubiquitous. Desired Skills and Experience Responsibilities As a developer for Adobe Creative Cloud - Illustrator, you will work with a team of hardworking developers. You and your team will add features in products that are strategic to Adobe's growth. Partner with Product Manager, fellow engineers, and other partners in defining the roadmap, scope, and work for releases. Lead your features end-to-end starting from gathering requirements, design, implementation, and instrumenting unit and automation test cases. Maintain existing features and constantly strive toward optimizing memory and processing footprint. Should be a proactive self-starter who can develop methods, techniques and evaluation criterion for obtaining results. You would be an expert on one or more platforms and knowledgeable of cross-platform issues, competitive products, and customer requirements. You would contribute significantly towards the development and application of advanced concepts, technologies and expertise within the team. Must have Bachelors or Master's degree in Computer Science or related from a premier institute 7+ years of hands on design / development experience Deep experience in modern C++, object-oriented programming, debugging, and profiling Expertise in Javascript/Typescript and modern web technologies Experience with GenAI, ML, Diffusion, LLM, LoRa models. Should have excellent computer science fundamentals and a good understanding of architecture, design and performance. Exceptional problem-solving skills Excellent interpersonal skills, written and verbal communication skills Must be familiar with working in a fast paced global environment Good to have Experience in Web-assembly Experience with GPU, WebGL, Skia rendering. Adobe is proud to be anemployer. We do not discriminate based on gender, race or color, ethnicity or national origin, age, disability, religion, sexual orientation, gender identity or expression, veteran status, or any other applicable characteristics protected by law. Adobe aims to make Adobe.com accessible to any and all users. If you have a disability or special need that requires accommodation to navigate our website or complete the application process, emailor call (408) 536-3015.

Orbit & Skyline India Pvt. Ltd. is a prominent semiconductor service provider with a skilled team dedicated to offering environmentally friendly semiconductor manufacturing solutions. Our cross-functional team excels in Mechanical, Electrical, Electronics, Software, Equipment, and process engineering, providing comprehensive solutions to semiconductor equipment manufacturers. We collaborate with customers across the semiconductor value chain, offering services in hardware design, supply chain management, quality management, data science, and more. Our diverse team of engineers and technologists is committed to driving technological advancements for prestigious clients globally. As a Senior Process Engineer at Orbit & Skyline, you will play a key role in CMOS semiconductor manufacturing. You will join a seasoned team of semiconductor professionals, collaborating with vendors worldwide to deliver efficient solutions and contribute to the growth of the Indian semiconductor ecosystem. Your responsibilities will include leading projects in Fab upgradation, accelerating project delivery, collaborating with scientists and engineers for process improvement, and providing progress updates to senior management. To be eligible for this role, you should have over 5 years of experience in International FABs with expertise in various semiconductor processes such as Inline Yield, Integration, Device Engineering, and more. A Masters or Ph.D. degree is required, along with strong interpersonal and analytical skills. A willingness to relocate to India is essential. Orbit & Skyline offers a dynamic work environment where employees are encouraged to reach their full potential. We prioritize employee well-being by providing health insurance, wellness allowances, communication allowances, and coverage under the Gratuity act. Our commitment to technical advancement is reflected in periodic trainings, service awards, and recognition programs. We foster team spirit through various engagement activities like team lunches, outings, and festival celebrations, creating a vibrant workplace culture for our dedicated employees.,

As an engineer at Adobe Illustrator, you will be part of a team dedicated to shipping cutting-edge Gen AI features in Adobe Illustrator. You will collaborate with a group of talented developers to enhance products that are pivotal to Adobe's growth. Your role will involve working closely with the Product Manager, fellow engineers, and other partners to define the roadmap, scope, and tasks for releases. From gathering requirements to design, implementation, and testing, you will lead your features end-to-end. In this position, you will be responsible for maintaining existing features and continuously working towards optimizing memory and processing efficiency. A proactive approach is essential, as you will be expected to develop methods, techniques, and evaluation criteria to achieve results. Your expertise in modern C++, object-oriented programming, debugging, and profiling will be crucial in contributing to the development of highly performant native code on platforms such as macOS, Windows, and the Web. Furthermore, you must possess a Bachelor's or Master's degree in Computer Science or a related field from a reputed institution, along with at least 4 years of hands-on design and development experience. Experience with GenAI, ML, Diffusion, LLM, LoRa models is required. Strong computer science fundamentals, architectural knowledge, and proficiency in cross-platform issues are essential for this role. Excellent problem-solving skills and interpersonal communication are also key attributes for success in this position. If you are passionate about graphic design and technology, and eager to contribute to the development of a next-generation vector editing application, then this role at Adobe Illustrator could be the perfect fit for you. Join us in transforming how companies interact with customers across various digital platforms and be a part of a team that is dedicated to creating exceptional digital experiences for all users.,

As a Firefly models & Services architect within Adobe's Firefly Gen AI Models and services group, you will play a crucial role in supporting the creation, enhancement, and deployment of model pipelines for Adobe's top products across various domains. Your expertise in machine learning will be essential in shaping the future of digital experiences by architecting the pipelines of the future foundation models at Adobe. You will collaborate closely with a talented team of ML and service engineers to drive innovation and bring impactful features to Adobe's products, reaching millions of users worldwide. Your responsibilities will include designing and optimizing large-scale foundation model pipelines in Generative AI, developing GenAI backend services for Firefly, and collaborating with Applied researchers and engineers to bring ideas to production. As a technical leader, you will provide mentorship to junior team members, explore new ML technologies to enhance engineering effectiveness, and contribute to the continuous improvement of Adobe's GenAI engineering processes. Your strong communication skills, technical leadership abilities, and hands-on experience with Generative AI technologies will be instrumental in your success in this role. To thrive in this position, you should possess a Master's or Ph.D. in Computer Science, AI/ML, or related fields, along with at least 12 years of experience and 3+ years in a Lead/Architect role. Your expertise in the latest Generative AI technologies, such as GAN, diffusion, and transformer models, as well as your experience with large-scale GenAI model pipelines and ML feature shipping, will set you up for success. Additionally, your collaboration skills and experience in tech leading time-sensitive and business-critical GenAI projects will be valuable assets in this role. Preferred qualifications include experience in training or optimizing models using CUDA, Triton, TRT, and converting models from frameworks like PyTorch and TensorFlow to ensure compatibility and optimized performance across different platforms. A good publication record in Computer Science, AI/ML, or related fields will further strengthen your candidacy for this position. At Adobe, you will have the opportunity to immerse yourself in a supportive work environment that fosters creativity, curiosity, and continuous learning. If you are seeking to make a significant impact and grow your career in a dynamic and innovative setting, Adobe is the place for you. Join us in shaping the future of digital experiences and explore the meaningful benefits we offer to our employees. Please note that Adobe is committed to accessibility, and if you require accommodation during the application process, you can reach out to accommodations@adobe.com or call (408) 536-3015.,

As a Firefly models & Services architect in the Adobe Firefly Gen AI Models and services group, you will play a crucial role in supporting the creation, improvement, and deployment of model pipelines for Adobe's top products across various domains. Your expertise in machine learning will be essential in designing and optimizing large-scale foundation model pipelines in Generative AI. You will collaborate with outstanding Applied researchers and engineers to bring innovative ideas to production, providing technical leadership and mentorship for junior team members. Your responsibilities will include designing and developing the GenAI backend services for Firefly, creating efficient model pipelines that power the generative AI features on various Adobe applications like PPro, Photoshop, Illustrator, Express, and Stock. You will lead the exploration and research of new ML and MLOps technologies to enhance Adobe's GenAI engineering effectiveness continuously. Your strong hands-on experience with large-scale GenAI model pipelines and collaboration skills will be key in driving alignment and achieving project goals within a Matrix organization. To succeed in this role, you should have a Master's or Ph.D. in Computer Science, AI/ML, or related fields, or a B.Tech with significant experience in AI/ML. With 12+ years of experience and at least 3 years as a Lead/Architect, you should possess excellent communication and technical leadership skills. Experience in the latest Generative AI technologies, such as GAN, diffusion, and transformer models, along with a track record of tech leading contributors on time-sensitive GenAI projects, will be advantageous. Preferred experience includes training or optimizing models using frameworks like CUDA, Triton, and TRT, as well as converting models from PyTorch and TensorFlow to other formats for optimized performance. A good publication record in Computer Science, AI/ML, or related fields is also beneficial. At Adobe, creativity, curiosity, and continuous learning are encouraged, offering you a unique career growth journey. Update your Resume/CV and Workday profile to showcase your Adobe experiences and volunteer work. Visit the Internal Mobility page on Inside Adobe to explore opportunities, and prepare for interviews by checking out helpful tips. Adobe provides an exceptional work environment, recognized globally, where ongoing feedback is valued through the Check-In approach. If you are driven to make an impact, Adobe is the place for you. Discover more about career experiences on the Adobe Life blog and explore the meaningful benefits offered. If you require accommodation to navigate the website or complete the application process due to a disability or special need, reach out to accommodations@adobe.com or call (408) 536-3015.,

Experience: Minimum of 3 years of professional experience in data science and NLP. Proven experience with machine learning frameworks (e.g., TensorFlow, PyTorch). Experience in multilingual NLP projects and handling language-specific challenges. Experience implementing custom AI data retrieval systems. Background in software localization or familiarity with localization processes is highly desirable. Technical Skills: Proficient in programming languages such as Python, Java, C++ or R. Strong knowledge of NLP libraries and tools (e.g., NLTK, SpaCy, Hugging Face Transformers). Experience with big data technologies and data processing frameworks (e.g., Hadoop, Spark) a plus but not required. Familiarity with cloud platforms (e.g., AWS, Azure, Google Cloud) and their AI services. Familiarity with AI model fine-tuning and data optimization. Experience working with continuous integration and delivery (CI/CD) pipelines.