Full-Time

Sr. Machine Learning Architect

Updated on 12/4/2024

Adobe

Adobe

10,001+ employees

Digital experience solutions for content creation

Consumer Software
Enterprise Software
AI & Machine Learning

Compensation Overview

$182.9k - $334.5kAnnually

+ Long-term incentives + New hire equity award

Senior

San Jose, CA, USA

Category
Applied Machine Learning
Deep Learning
AI & Machine Learning
Required Skills
Python
Tensorflow
Pytorch
Java
C/C++
Data Analysis
Requirements
  • Master’s degree with 10+ years of experience or PhD with 5+ years of experience in developing, evaluating ML models, and deploying models into production.
  • Deep expertise in machine learning, statistical modeling, and data analysis techniques.
  • Proven track record of developing and deploying ML models in production environments.
  • Strong programming skills in languages such as Python, Java, or C++, and experience with ML frameworks like scikit-learn, SparkML, TensorFlow, PyTorch, or similar.
  • Excellent problem-solving skills and the ability to tackle complex technical challenges.
  • Strong communication and collaboration skills, with the ability to influence and inspire cross-functional teams.
  • Experience in mentoring and guiding junior engineers, fostering a collaborative and innovative team environment.
  • A passion for continuous learning and staying current with the latest advancements in machine learning and related technologies.
  • Experience working with both research and product teams.
Responsibilities
  • Lead the design, development, and implementation of machine learning models and systems that address complex business challenges.
  • Architect and optimize end-to-end ML pipelines, ensuring scalability, efficiency, and robustness.
  • Facilitate alignment among senior leadership on innovative ideas and strategic initiatives.
  • Engage with different teams to incorporate ML algorithms into Adobe products, influencing product strategy and architecture.
  • Conduct thorough testing, debugging, and performance tuning of ML models and systems.
  • Mentor and guide junior team members, sharing knowledge and best practices to foster a culture of continuous learning and innovation.
  • Publish technical papers, contribute to open-source projects, and represent Adobe at industry conferences and forums.
  • Provide technical leadership and expertise, driving the adoption of new technologies and standards within the organization.

Adobe provides a wide range of digital experience solutions, focusing on content creation, marketing, and document management. Its main products include Adobe Creative Cloud, which offers tools for graphic design, video editing, and web development; Adobe Document Cloud, which facilitates document management and e-signatures; and Adobe Experience Cloud, which helps businesses with digital marketing and customer experience. These products work through a subscription model, allowing users to access the software on a monthly or annual basis. Adobe stands out from competitors by offering a comprehensive suite of integrated tools that cater to both individual creatives and large enterprises, along with specialized solutions for various industries. The company's goal is to empower users to create, deliver, and optimize digital content effectively while continuously enhancing its offerings with advanced technologies like artificial intelligence.

Company Stage

Acquired

Total Funding

$474.4M

Headquarters

San Jose, California

Founded

1994

Simplify Jobs

Simplify's Take

What believers are saying

  • Increased demand for remote work boosts use of Adobe's Creative and Document Cloud.
  • Growing digital marketing trends increase demand for Adobe Experience Cloud.
  • Adobe's subscription model ensures steady revenue from individual and enterprise clients.

What critics are saying

  • Competition from Canva offers affordable alternatives to Adobe's Creative Cloud.
  • Open-source software like GIMP and Blender threatens Adobe's market share.

What makes Adobe unique

  • Adobe integrates AI and machine learning to enhance user experience and productivity.
  • Adobe's strategic partnerships with Microsoft and Apple expand its product functionality.
  • Adobe's focus on sustainability appeals to environmentally conscious consumers and investors.

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