MLOps Engineer

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!

Our Company

Adobe is an industry leader in digital experience platforms. We have solutions to empower our enterprises to understand their customers and help their businesses deliver the most delightful customer experiences.

Adobe Advertising is the first end-to-end independent advertising and data management solution that spans traditional TV and digital formats, simplifying what has been a complex and fragmented process for the world’s biggest brands. We support many large enterprise customers in different parts of the world. 

Building a robust fault tolerant and highly available system at very high scale while providing ease and convenience to disparate solutions and enterprise customers is a key to our success. We use Big Data, Open-Source technologies and home-grown solutions to develop various services for Adobe Solutions, Customers and Partners.

The opportunity

We are looking for a highly motivated individuals knowledgeable in ML pipelines to be part of our Advertising Cloud Search, Social, Commerce, a leading digital marspend optimization platform helping enterprise clients achieving their marketing goals. We are now faced with exciting challenge of continuing the legacy and at the same time evolving and owning the digital marketing space through our innovative solutions. It's a robust agile team that collaborates and works across all functions of true product development. You must be that individual who is highly engaged, motivated and excels at critical thinking and problem solving!

What you’ll do

• Design, develop, monitor and maintain end-to-end ML pipelines, including data ingestion, preprocessing, feature engineering, model training, evaluation, and deployment.
• Collaborate with Engineering architects to build scalable pipelines for ML driven features.
• Integrate ML pipelines with CI/CD systems, ensuring smooth automation of build, test, and deployment processes
• Manage infrastructure resources for ML pipeline deployment
• Collaborate with Product Managers, Data Scientists and other stakeholders to deploy models that drives key features of the product
• Proactively explore innovative solutions to enhance pipeline efficiency and performance

What you need to succeed

• Bachelors or master’s degree in computer science or equivalent
• Proven experience of 5 to 8 years with a strong focus on building ML pipelines and deploying ML models in production environments
• Strong proficiency in programming languages such as Python and experience with relevant libraries and frameworks for machine learning and infrastructure automation (e.g., PyTorch)
• Familiarity with machine learning algorithms and techniques and proven experience of deploying models in Production grade environments
• Knowledge of DevOps principles and practices, including CI/CD, version control, infrastructure as code, and automation tools (e.g., Jenkins, Git, Terraform)
• Proficiency in deploying models in cloud based systems preferably AWS
• Experience with DBMS like PostgreSQL
• Experience in Advertising domain is an advantage.
• Passion for automation, experience with automation testing and monitoring tools.
• Should have excellent computer science fundamentals and understanding and demonstration of architecture, design, and performance.
• Excellent Verbal, Written and interpersonal communication skills.
• Self-motivated, with ability and interest in learning new technologies and adapting quickly to new requirements and environments.

Adobe is proud to be an Equal Employment Opportunity and affirmative action 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 applicable characteristics protected by law. Learn more.
 

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, email accommodations@adobe.com or call (408) 536-3015.

Adobe values a free and open marketplace for all employees and has policies in place to ensure that we do not enter into illegal agreements with other companies to not recruit or hire each other’s employees.