Sr Data Scientist (ML)
Description For Sr Data Scientist (ML)
Walt Disney Parks and Resorts is seeking a Senior Data Scientist to lead the delivery and deployment of machine learning models, supporting predictive maintenance across attractions. This role combines Disney's commitment to innovation with cutting-edge ML technology to enhance guest experiences.
As a Sr. Data Scientist, you'll be responsible for designing and implementing end-to-end machine learning pipelines that drive real-world impact. You'll work closely with data scientists and ML engineers to optimize model performance and streamline training workflows. The role involves deploying and monitoring models in production using modern MLOps tools and cloud platforms.
The ideal candidate brings 5+ years of experience with data analytics and modeling using frameworks like TensorFlow or PyTorch, along with 3+ years of hands-on experience deploying ML models into production. Strong Python skills and deep learning expertise are essential, as is familiarity with cloud-based ML platforms and MLOps practices.
This remote position offers a competitive salary range of $132,200 to $177,300, plus potential bonuses and comprehensive benefits. You'll be part of Disney's world-class entertainment and technology team, working to push boundaries and create never-before-seen experiences.
Key responsibilities include:
- Designing and implementing robust ML pipelines
- Collaborating on model optimization and deployment
- Managing production ML systems and infrastructure
- Mentoring team members and promoting best practices
- Staying current with ML/MLOps advances
Required qualifications:
- 5+ years data analytics/modeling experience
- 3+ years ML production deployment
- Strong Python and deep learning expertise
- Cloud ML platform experience
- Bachelor's degree in relevant field
The role offers the opportunity to apply cutting-edge ML technology while contributing to Disney's mission of creating happiness through innovative guest experiences. You'll work with talented teams, access leading technologies, and help shape the future of entertainment technology.
Join Disney Experiences and be part of a team that combines Walt's innovative spirit with modern technology to create magical moments for millions of guests. The position offers professional growth, impactful work, and the chance to advance ML applications in a world-class entertainment environment.
Responsibilities For Sr Data Scientist (ML)
- Design and implement robust, end-to-end machine learning pipelines
- Collaborate with data scientists and ML engineers to optimize model performance
- Deploy and monitor models in production using MLOps tools
- Analyze system performance and troubleshoot deployment issues
- Partner with IT and DevOps teams to integrate ML solutions
- Continuously monitor model health and performance
- Manage compute and storage resources efficiently
- Implement automated testing frameworks
- Mentor team members on MLOps tools and best practices
- Stay current with latest advancements in data science and MLOps
Requirements For Sr Data Scientist (ML)
- Minimum of 5 years of experience with data analytics and modeling using TensorFlow or PyTorch
- Minimum of 3 years of hands-on experience deploying ML models into production environments
- Proven experience with cloud-based ML platforms (e.g., AWS SageMaker, GCP Vertex AI, Databricks)
- Strong understanding of the model development lifecycle and MLOps practices
- Proficiency in Python and deep learning algorithms
- Experience with version control systems such as GitHub or GitLab
- Familiarity with data visualization and monitoring tools
- Ability to communicate complex technical concepts clearly
- Experience using Atlassian tools like Jira and Confluence
- Bachelor's degree in Mathematics, Statistics, Data Science, or related field
Benefits For Sr Data Scientist (ML)
- Bonus
- Medical Benefits
- Financial Benefits
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