Sr Manager, Machine Learning Engineering
Aplicar ahora Aplique más tarde Job ID 10055100 Ubicación Nueva York, Nueva York, Estados Unidos / Santa Mónica, California, Estados Unidos / San Francisco, California, Estados Unidos / Seattle, Washington, Estados Unidos Business Disney Entertainment & ESPN Technology Fecha de publicación 14/06/2024Detalles del empleo:
Overview:
The vision of the Machine Learning (ML) Engineering team at Disney is to drive and enable ML usage across several domains in heterogeneous language environments and at all stages of a project’s life cycle, including ad-hoc exploration, preparing training data, model development, and robust production deployment. The team is invested in continual innovation on the ML infrastructure itself to carefully orchestrate a continuous cycle of learning, inference, and observation while also maintaining high system availability and reliability. We seek to maximize the positive business impact of all ML at Disney streaming by supporting key product functions like personalization and recommendation, fraud and abuse prevention, capacity planning, subscriber growth and lifecycle intelligence, and so on.
We’re looking for an engineering leader interested in leading the Model Engineering team (part of ML Platform) that builds interfaces, tooling and services to develop and deploy ML models, host and manage them in a high-availability and low-latency production ecosystem. The leader will drive the technical strategy, partner with platform partners and stakeholders, seek feedback, and focus on continuous development and improvement of the ML runtime, and simplified user onboarding.
Responsibilities:
Lead and grow a team to build state of the art ML runtime environment
Provide technical direction for the Model Engineering team
Partner with Product and stakeholders to deliver innovative platform solutions for scalable ML development and deployment
Mentor and facilitate individual careers by optimizing for their success and growth
Maintain a culture of innovation, quality, transparency, inclusion, and empathy
Work in an Agile environment that focuses on collaboration and teamwork
Basic Qualifications:
10+ years of software experience working in large scale, real-time distributed systems
3+ years of leadership experience
Experience building and deploying ML models in production
Experience with cloud technologies in AWS or GCP as well as container systems such as Docker or Kubernetes
Passion for building platforms and infrastructure excellence
Excellent communication and people engagement skills
Preferred Qualifications:
Familiarity with ML pipelines, data ecosystem and AWS technologies
Building ML infrastructure, streaming ML applications
Experience shipping entertainment and media applications for streaming purposes
Required Education:
Bachelor’s degree in Computer Science (or related field) and/or equivalent work experience
The hiring range for this position in New York is $208,400 to $279,500 per year, in California is $199,000 to $292,200 per year, and in Washington is $208,400 to $279,500 per year. The base pay actually offered will take into account internal equity and also may vary depending on the candidate’s geographic region, job-related knowledge, skills, and experience among other factors. A bonus and/or long-term incentive units may be provided as part of the compensation package, in addition to the full range of medical, financial, and/or other benefits, dependent on the level and position offered.
Acerca de Disney Entertainment & ESPN Technology:
Disney Entertainment y ESPN Technology (DE&E Technology) proporcionan la columna vertebral tecnológica y el desarrollo de productos para las dos unidades de negocio de medios de Disney, a la vez que ayudan a mantener a la compañía a la vanguardia de la innovación, lo que le permite aprovechar continuamente la tecnología para mejorar la narrativa y la creatividad, a la vez que ofrece escalabilidad, flexibilidad y eficiencia para sus negocios.
Acerca de The Walt Disney Company:
The Walt Disney Company, junto con sus subsidiarias y afiliadas, es una empresa internacional diversificada líder en entretenimiento familiar y medios de comunicación que incluye tres segmentos comerciales principales: Disney Entertainment, ESPN y Disney Experiences. Desde sus humildes comienzos como estudio de dibujos animados en la década de 1920 hasta su reconocido nombre en la industria del entretenimiento en la actualidad, Disney continúa con orgullo su legado de crear historias y experiencias de clase mundial para toda la familia. Las historias, los personajes y las experiencias de Disney llegan a consumidores e invitados de todos los rincones del mundo. Con operaciones en más de 40 países, nuestros empleados y miembros del elenco trabajan juntos para crear experiencias de entretenimiento que sean apreciadas a nivel local y global.
Este puesto es en Disney Streaming Technology LLC , que forma parte de una empresa comercial que denominamos Disney Entertainment & ESPN Technology.
Disney Streaming Technology LLC es un empleador que ofrece igualdad de oportunidades. Los solicitantes de empleo serán considerados independientemente de la raza, el color, la religión, el sexo, la nacionalidad, la orientación sexual, la identidad de género, la discapacidad o la condición de veterano protegido. Disney aboga por un entorno comercial donde las ideas y las decisiones de todas las personas nos ayuden a crecer, innovar, crear las mejores historias y ser relevantes en un mundo en constante evolución.