Lead Machine Learning Engineer, Performance and Scalability, Generative AI

Adobe is a global leader in digital experiences, empowering everyone from emerging artists to global brands to create and deliver exceptional digital experiences.
$162,000 - $301,200
Machine Learning
Principal Software Engineer
In-Person
5,000+ Employees
8+ years of experience
AI

Description For Lead Machine Learning Engineer, Performance and Scalability, Generative AI

Adobe Firefly is seeking a Lead Engineer to focus on Performance and Scalability for our Generative AI systems, powering flagship products like Photoshop, Illustrator, Express, and firefly.adobe.com. This is a highly strategic role where you'll shape the future of creativity through AI at Adobe.

As a Principal Engineer, you'll be responsible for optimizing high-performance, scalable AI pipelines supporting millions of users worldwide. You'll work closely with machine learning researchers, infrastructure engineers, and applied scientists to ensure generative AI models are efficiently deployed, scaled, and monitored.

The role combines deep technical expertise in ML systems optimization with hands-on engineering leadership. You'll architect ML pipelines for scalable inference, develop high-throughput serving systems, and establish best practices for cloud-native ML architectures. Key focus areas include GPU optimization, automated monitoring, and scalable load testing.

Adobe offers a competitive compensation package ranging from $162,000 to $301,200 annually, along with the opportunity to work on cutting-edge AI technology that impacts creative professionals globally. You'll be part of the team behind Adobe Firefly, our groundbreaking family of AI models transforming content creation across our flagship products.

The ideal candidate brings 8+ years of experience building high-performance ML infrastructure, with deep expertise in Python, C++, and cloud platforms. You should be passionate about optimization, scalability, and creating robust systems that serve millions of users. Join us to shape the future of creative AI at Adobe.

Last updated 19 hours ago

Responsibilities For Lead Machine Learning Engineer, Performance and Scalability, Generative AI

  • Architect and optimize ML pipelines for scalable inference and model deployment
  • Develop and maintain high-throughput serving pipelines for generative AI models
  • Enable model serving optimizations through tensor parallelism, quantization, and caching
  • Develop automated monitoring and profiling tools
  • Optimize GPU resource allocation and orchestration
  • Integrate scalable load testing frameworks
  • Collaborate with infrastructure and ML teams for production deployments
  • Establish methodologies for scaling cloud-native ML architectures

Requirements For Lead Machine Learning Engineer, Performance and Scalability, Generative AI

Python
Kubernetes
  • 8+ years of proven track record in building high-performance ML infrastructure
  • MS or PhD in computer science or related field
  • Strong programming skills in Python and C++
  • Experience deploying large-scale ML models in cloud environments
  • Experience with model conversion frameworks like ONNX and TensorRT
  • Experience with cloud-native architectures and autoscaling strategies
  • Proficiency in GPU orchestration, CUDA, and accelerated inference techniques
  • Hands-on experience with profiling tools (Nsight, PyTorch Profiler, perf)

Benefits For Lead Machine Learning Engineer, Performance and Scalability, Generative AI

Medical Insurance
401k
Equity
  • Competitive salary range $162,000 - $301,200
  • Medical benefits
  • 401k plan
  • Equity compensation

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