Machine Learning Engineer 3
Adobe · Noida, Uttar Pradesh, India · Engineering and Product
Firefly Enterprise group is building highly scalable and available APIs/workflow offerings for Adobe’s Enterprise Customers.
Firefly Enterprise Video API team is looking for a passionate Machine Learning Engineer to enable and accelerate the Video APIs powered by pioneering machine learning models. In this role, you’ll collaborate closely with ML researchers, product engineers, and infrastructure teams to take ML models from experimentation to full-scale deployment, bringing groundbreaking AI experiences to our users
Key Responsibilities
Lead the design, development, and deployment of production-grade ML models
Translate research and prototypes into scalable, reliable ML systems running across Adobe’s platforms.
Collaborate with product, research, and infrastructure teams to define technical requirements and deliver high-impact solutions.
Build and optimize pipelines for feature engineering, model training, and real-time inference using modern tools
Ensure model scalability, reliability, and performance through continuous monitoring, evaluation, and iteration.
Implement model testing, validation, and automated QA pipelines, ensuring reproducibility and compliance.
Contribute to MLOps practices including CI/CD, model versioning, and automated retraining workflows.
Stay ahead of advancements in ML/AI, bringing new techniques and innovations to Adobe’s products.
What you need to succeed
Bachelor’s or Master’s degree in Computer Science, Machine Learning, Data Science, or equivalent experience
6+ years of professional experience building and deploying ML solutions at scale.
Strong programming expertise in Python, with hands-on experience in PyTorch, TensorFlow, or similar frameworks
Deep understanding of the end-to-end ML lifecycle - from data collection to deployment and monitoring
Strong grasp of model optimization, inference efficiency, and production system integration.
Proven experience with cloud environments (AWS, Azure, or GCP) with containerized workflows (Docker, Kubernetes)
Proficient in data structures and algorithms
Excellent problem-solving skills
Good communication skills and the ability to collaborate effectively with multi-functional teams.
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.
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