Full-Time

Lead AI/ML Engineer

Fraud

Updated on 12/4/2024

Adobe

Adobe

10,001+ employees

Digital media and marketing software solutions

Consumer Software
Enterprise Software
Design

Compensation Overview

$145.6k - $276.4kAnnually

+ Long-term incentives + Equity award

Senior

Seattle, WA, USA + 3 more

More locations: Washington, DC, USA | Austin, TX, USA | Chicago, IL, USA

Category
Applied Machine Learning
Natural Language Processing (NLP)
AI & Machine Learning
Required Skills
Kubernetes
Python
Data Science
R
Git
Apache Spark
SQL
Java
Docker
JIRA
Natural Language Processing (NLP)
Hadoop
Databricks
Requirements
  • Advanced degree (Masters or PhD.) in Computer Science, Data Science in related field or Bachelors in Computer Science, Data Science, or a related field; with relevant work experience.
  • Minimum of 8+ years of Data Science experience
  • A minimum of 3 years of hands-on experience in developing AI, ML, DL, and NLP algorithms and applications, with a particular focus on fraud detection and prevention.
  • Proven track record of successful implementation of AI-based strategies to combat online fraud and abuse.
  • Deep understanding of online fraud activity, including bots, ATOs, phishing, theft, and misuse.
  • Proficiency in programming languages such as Python, R, Java, SQL or similar; and use of semi/unstructured data
  • Familiarity with Jira and Git workflows for project management and version control.
  • Strong understanding of unit testing and end-to-end testing methodologies and practices with CI/CD.
  • Ability to decompose complex user stories into clear, well-defined tasks.
  • Knowledge of containerization and orchestration tools, particularly Docker and Kubernetes.
  • Strong problem-solving skills and ability to think critically and innovatively.
  • Excellent communication and teamwork skills for effective cross-functional collaboration.
  • Ability to stay updated with the latest research and trends in AI, ML, DL, NLP, and cybersecurity.
  • Strong understanding and Experience with big data technologies and tools, such as Databricks, Hadoop, Spark, etc., is a plus.
Responsibilities
  • You will apply your expertise in computational analysis to design sophisticated algorithms that identify patterns of fraud and abuse effectively.
  • This role involves researching the latest advancements in AI and ML to maintain the robustness of our fraud detection systems.
  • Your work will contribute to the development of real-time solutions that protect our users and ensure the integrity of our platform.
  • Collaborating closely with other data scientists, security experts, and software engineers, you will help shape a secure digital environment.

Adobe provides a wide range of digital media and marketing solutions through its various platforms, including Creative Cloud, Marketing Cloud, and Document Cloud. These products allow users to create and manage content in areas such as photography, graphic design, video editing, and user interface design. Adobe's software operates on a subscription model, where users pay monthly or annually for access to its tools. This company stands out from competitors by offering tailored solutions for different user groups, including businesses, educational institutions, and individual creatives, often at discounted rates. The goal of Adobe is to empower users to create and optimize content effectively across multiple media types.

Company Stage

IPO

Total Funding

$474.4M

Headquarters

San Jose, California

Founded

1994

Growth & Insights
Headcount

6 month growth

3%

1 year growth

3%

2 year growth

3%
Simplify Jobs

Simplify's Take

What believers are saying

  • Adobe's acquisition of Substance 3D strengthens its position in 3D and AR markets.
  • Adobe's focus on data privacy addresses consumer concerns over data protection.
  • Adobe's subscription model provides steady revenue from diverse client base.

What critics are saying

  • Competition from AI-driven design tools like Canva and Figma is increasing.
  • Open-source alternatives like GIMP and Inkscape challenge Adobe's subscription model.

What makes Adobe unique

  • Adobe integrates generative AI in Creative Cloud, enhancing creative automation and possibilities.
  • Adobe's remote collaboration features meet growing demand for teamwork solutions.
  • Adobe's sustainability goal of 100% renewable energy by 2035 appeals to eco-conscious consumers.

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