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Machine Learning Engineer 4

Adobe is a global leader in digital experiences, helping everyone from emerging artists to global brands create and deliver exceptional digital content.
Machine Learning
Staff Software Engineer
In-Person
5,000+ Employees
6+ years of experience
AI

Description For Machine Learning Engineer 4

Adobe's Search, Discovery, and Content AI (SDC) team is at the forefront of revolutionizing how creative professionals and users interact with digital content. As a Machine Learning Engineer on the SDC team, you'll be working on cutting-edge solutions that power search, discovery, and content understanding across Adobe's ecosystem, including products like Express, Lightroom, and Adobe Stock.

The role combines deep technical expertise in machine learning with practical engineering skills to build and deploy production-ready AI systems. You'll be developing sophisticated algorithms for content understanding, personalized recommendations, and generative AI applications. This involves working with diverse content types including images, videos, documents, and vector graphics.

Your responsibilities will span the entire machine learning lifecycle - from research and prototyping to production deployment and optimization. You'll collaborate with multi-functional teams to translate customer needs into technical solutions, while ensuring high performance and reliability at scale. The role offers opportunities to work with state-of-the-art technologies in computer vision, natural language processing, and multimodal learning.

The ideal candidate brings 6-9 years of hands-on experience building production ML systems, strong programming skills in Python and Java, and expertise with modern ML frameworks. You should be comfortable with both the theoretical aspects of machine learning and the practical challenges of deploying AI systems in production.

This is an opportunity to shape the future of creative tools at Adobe while working with a talented team of engineers and researchers. You'll have access to vast computational resources, rich datasets, and the latest AI technologies. The role offers excellent growth potential and the chance to make a significant impact on products used by millions of creative professionals worldwide.

Last updated a day ago

Responsibilities For Machine Learning Engineer 4

  • Develop and optimize machine learning models and algorithms for search, recommendation, and content understanding
  • Build and deploy scalable generative AI solutions for intelligent content discovery
  • Integrate ML models into production systems ensuring high performance and reliability
  • Research and implement techniques in natural language understanding, computer vision, and multimodal learning
  • Contribute to end-to-end ML pipeline including data preprocessing, training, evaluation, deployment, and monitoring
  • Partner with product teams to identify customer needs and translate them into innovative solutions
  • Mentor and provide technical guidance to junior engineers

Requirements For Machine Learning Engineer 4

Python
Java
Kubernetes
  • Bachelor's or advanced degree in Computer Science, Machine Learning, Data Science, or related field
  • 6-9 years of industry experience building and deploying machine learning systems at scale
  • Proficiency in Python (for ML/AI) and Java (for production-grade systems)
  • Strong expertise in machine learning frameworks and tools (TensorFlow, PyTorch)
  • Solid understanding of mathematics and ML fundamentals: linear algebra, statistics, optimization
  • Experience with deep learning techniques for computer vision, natural language understanding, or multimodal AI
  • Knowledge of large-scale distributed systems and frameworks (Kubernetes, Spark, Hadoop)
  • Strong problem-solving skills and ability to innovate new solutions
  • Excellent communication and collaboration skills

Benefits For Machine Learning Engineer 4

Medical Insurance
401k
Equity
  • Work on impactful, large-scale projects that touch millions of users daily
  • Be part of a dynamic, innovative team shaping the future of AI-powered creative tools
  • Enjoy the benefits and resources of a leading global company with startup agility

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