Join the Disney Streaming Team: Revolutionizing Personalization and Recommendations
At Disney Streaming, we're on a mission to transform the way people experience entertainment. As a leading streaming service provider, we're committed to delivering exceptional content and personalized experiences to our users worldwide. Our Machine Learning and Innovation team is at the forefront of this endeavor, developing cutting-edge algorithms that drive user engagement and satisfaction. We're now seeking an experienced Data Scientist to join our remote team and contribute to the next generation of personalization and recommendation systems.
About the Role
As a Data Scientist on our team, you'll play a crucial role in shaping the future of Disney Streaming's suite of streaming video apps, including Disney+. You'll collaborate with cross-functional teams to design, develop, and deploy innovative machine learning solutions that enhance user experiences and drive business growth. If you're passionate about applying machine learning methods to real-world problems and have a track record of delivering high-impact solutions, we want to hear from you.
Key Responsibilities
- Algorithm Development and Maintenance: Design and implement cutting-edge machine learning algorithms for personalization, recommendation, and predictive systems. Maintain and optimize existing algorithms deployed to production, ensuring seamless integration with our products.
- Analysis and Algorithm Optimization: Conduct in-depth analysis of app interactions and user profiles to inform algorithm improvements and drive key personalization metrics.
- Data Preparation: Process, cleanse, and verify the integrity of data used for model building, experimentation evaluation, and algorithm performance.
- MVP Development: Develop innovative data science products to support new production features or downstream production algorithms.
- Development Best Practices: Establish and maintain algorithm development, testing, and deployment standards, ensuring scalability and reliability.
- Collaboration with Stakeholders: Identify new personalization opportunities and work with product and business stakeholders to improve data collection, experimentation, and analysis.
Essential Qualifications
- 4+ years of experience developing machine learning models and performing data analysis with Python or R.
- 3+ years of experience writing production-level, scalable code (e.g., Python, Scala).
- 3+ years of experience developing algorithms for deployment to production systems.
- In-depth understanding of modern machine learning methods, models, and their mathematical underpinnings.
- Familiarity with cloud services in a production environment, particularly AWS.
- Strong written and verbal communication skills, with the ability to explain complex technical concepts to both technical and non-technical audiences.
Preferred Qualifications
- Experience with natural language processing techniques and contextualized word embedding models.
- Familiarity with data exploration and data visualization tools like Tableau, Looker, or Chartio.
- Understanding of statistical concepts, such as hypothesis testing and regression analysis.
- Ability to gauge the complexity of machine learning problems and execute simple approaches for quick, effective solutions.
Skills and Competencies
To succeed in this role, you'll need to possess a unique blend of technical, business, and interpersonal skills. We're looking for individuals who are not only proficient in machine learning and data analysis but also able to communicate complex ideas effectively and collaborate with diverse stakeholders. Key competencies include:
- Strong problem-solving and analytical skills.
- Ability to work independently and as part of a distributed team.
- Excellent communication and interpersonal skills.
- Adaptability and willingness to learn new technologies and techniques.
Career Growth Opportunities and Learning Benefits
At Disney Streaming, we're committed to helping our employees grow and develop their skills. As a Data Scientist on our team, you'll have access to:
- Ongoing training and professional development opportunities.
- Collaboration with experienced professionals in the field.
- Opportunities to work on high-impact projects and contribute to the development of innovative solutions.
- A culture that encourages experimentation, learning from failure, and continuous improvement.
Work Environment and Company Culture
We're a remote-friendly team that values flexibility, collaboration, and work-life balance. Our company culture is built around:
- A commitment to diversity, equity, and inclusion.
- A passion for innovation and creativity.
- A focus on employee well-being and satisfaction.
- A culture of transparency, openness, and feedback.
Compensation, Perks, and Benefits
We offer a competitive salary and benefits package that reflects our commitment to attracting and retaining top talent. Our benefits include:
- A comprehensive health insurance plan.
- Retirement savings plan with company match.
- Paid time off and holidays.
- Access to cutting-edge technologies and tools.
- Opportunities for career growth and professional development.
Join Our Team
If you're a motivated and experienced Data Scientist looking to make a meaningful impact in the streaming industry, we want to hear from you. Apply now to join our remote team and be part of a dynamic organization that's shaping the future of entertainment.
Don't miss this opportunity to take your career to the next level. Apply today!
Apply Now