Machine Learning Engineer 3 at Adobe in Noida, Uttar Pradesh, India

Machine Learning Engineer 3 Location: Noida About Adobe’s Firefly Group Join a team where ambition meets brand new ideas! The Firefly Group at Adobe offers an outstanding opportunity to be at the forefront of innovative technology. As leaders in digital experiences, we are determined to transform how companies interact with customers across every screen. Our mission is to empower engineers and researchers by providing world-class cloud solutions for ML workflows, using the latest technology and frameworks. If you are passionate about crafting flawless digital experiences and are eager to compete in a dynamic environment, this is the place for you. Position Summary We are seeking a dedicated Software Development Engineer to join our ambitious team in Noida. This role is perfect for someone who thrives in a collaborative environment and aims to successfully implement robust cloud solutions. You will play a critical part in crafting our ML/AI-powered products, ensuring they are reliable, scalable, and high-performing. Responsibilities Architecting, deploying, and maintaining Kubernetes clusters to meet organizational standards. Leading containerized applications using Kubernetes, including pod scheduling, scaling, and rolling deployments. Developing and maintaining automation scripts and tools for provisioning and configuring Kubernetes infrastructure, strictly adhering to infrastructure-as-code principles. Setting up monitoring tools and implementing alerting mechanisms to ensure the health and performance of Kubernetes clusters. Investigating and resolving issues related to Kubernetes infrastructure, networking, and application deployments. Implementing security measures to safeguard Kubernetes clusters, ensuring compliance with industry standards. Identifying and optimizing performance bottlenecks for efficiency and scalability. Analyzing resource usage patterns and forecasting capacity requirements. Collaborating with multi-functional groups to support application deployment and integration with Kubernetes. Documenting processes, configurations, and procedures to swiftly address issues. Staying updated with the latest developments in Kubernetes and related technologies. Implementing disaster recovery strategies to ensure business continuity. Providing mentorship and training to junior team members on Kubernetes technologies and standard processes. Requirements B.Tech / M.Tech degree in Computer Science from a premier institute. 5+ years of proven experience in software development and operations. Strong computer science fundamentals and understanding of architecture, design, and performance. Solid grasp of Cloud Platforms, with a preference for AWS. Proficient in Python/Go and Shell scripting. Hands-on experience in writing reliable and maintainable code. Strong problem-solving skills and ability to work independently. Good understanding of Kubernetes and product life cycles. In-depth knowledge of operating systems, computer architecture, and OS internals. Technical depth in Cloud Computing, Cloud Platforms, and Services architecture. Good to have Foundational knowledge in Machine Learning and Artificial Intelligence. Experience with ML Lifecycle, AI Ethics, and ML Frameworks like TensorFlow, Caffe, Torch, etc. About Adobe Adobe empowers everyone to create through innovative platforms and tools that unleash creativity, productivity and personalized customer experiences. Adobe’s industry-leading offerings including Adobe Acrobat Studio, Adobe Express, Adobe Firefly, Creative Cloud, Adobe Experience Platform, Adobe Experience Manager, and GenStudio enable people and businesses to turn ideas into impact, powered by AI and driven by human ingenuity. Our 30,000+ employees worldwide are creating the future and raising the bar as we drive the next decade of growth. We’re on a mission to hire the very best and believe in creating a company culture where all employees are empowered to make an impact. At Adobe, we believe that great ideas can come from anywhere in the organization. The next big idea could be yours. Let’s Adobe together At Adobe, we believe in creating a company culture where all employees are empowered to make an impact. Learn more about Adobe life, including our values and culture, focus on people, purpose and community, Adobe for All, comprehensive benefits programs, the stories we tell, the customers we serve, and how you can help us advance our mission of empowering everyone to create. Adobe is proud to be an Equal Employment Opportunity employer. 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 protected characteristic. Learn more. Adobe aims to make our Careers website and recruiting process 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, email accommodations@adobe.com or call +1 408-536-3015. AI Use Guidelines for Interviews: Our interviews are designed to reflect your own skills and thinking. The use of AI or recording tools during live interviews is not permitted unless explicitly invited by the interviewer or approved in advance as part of a reasonable accommodation. If these tools are used inappropriately or in a way that misrepresents your work, your application may not move forward in the process. At Adobe, we empower employees to innovate with AI — and we look for candidates eager to do the same. As part of the hiring experience, we provide clear guidance on where AI is encouraged during the process and where it’s restricted during live interviews. See how we think about AI in the hiring experience.