Senior Machine Learning Engineer
The Walt Disney Company10 days ago
Bristol, CT, USA +3 moreSenior
Base Salary
$142k - $199k/yr
Responsibilities
- Develop models and metrics to identify and prevent credential stuffing, account takeover, and other fraud behaviors.
- Explore and visualize data, analyze distribution differences, and select suitable machine learning algorithms.
- Apply machine learning, statistics, and data mining to identity-security challenges.
- Develop scalable and efficient methods for large-scale data analysis and model development.
- Define data augmentation pipelines, train models, tune hyperparameters, deploy models to production, and monitor and evaluate model performance.
- Collaborate with developers, program managers, and product managers.
Requirements
- Bachelor’s degree in computer science, electrical engineering, or another quantitative discipline.
- At least 5 years of experience.
- Experience with large-scale machine learning, user behavior analysis, and fraud detection at leading internet companies.
- Proficiency with scikit-learn, pandas, TensorFlow/Keras, or PyTorch.
- Expertise in visualizing and manipulating large datasets.
- Familiarity with Python and Java or Scala.
- Security-domain experience is highly preferred.
- Experience building data-driven services and applications.
- Strong written and oral communication skills.
Benefits
- Full-time employment.
- Hiring range of $141,900–$199,400 per year, with potential bonus and/or long-term incentive units in addition to medical, financial, and other benefits.
- Position may be based in Burbank, California; New York, New York; Seattle, Washington; or Bristol, Connecticut.
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