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Senior Technical Program Manager, Sagemaker Solution Architect
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zillow group inc. en
Esta es una vacante externa, deberás completar el proceso en el sitio de la empresa.
Sobre el empleo
Categoría: Tecnologías de la Información - Sistemas
Subcategoría: Procesamiento de datos
Educación mínima requerida:
Detalles
Horario:
Tiempo completoEspacio de trabajo:
PresencialDescripción
About the team
Zillow's AI team is harnessing the power of Generative AI to build
services and product experiences for a seamless and convenient real
estate transaction experience. The AI Platform team is building
platform services that enable usage of LLMs and multimodal models
across Zillow Group businesses.
El equipo de Inteligencia Artificial de Zillow esta aprovechando el poder de la IA generativa para construir servicios y experiencias de productos que brinden una transaccion inmobiliaria fluida y conveniente. El equipo de Plataformas de IA esta desarrollando servicios que utilizan modelos de lenguaje de ultima generacion y modelos multimodales en todos los negocios del Grupo Zillow.
About the role
We are seeking a highly skilled and expert Technical Program Manager
to join our Human-in-the-loop (HITL) team, to act as a Solutions
Architect. This exciting role is two-fold. First, by being the technical
liaison with internal teams (Engineering, ML Engineers, Applied
Scientists) requiring our HITL services. Second, implementating
Sagemaker of the various labeling efforts we may require. Our partners
teams Front End Engineers will be available for sophisticated coding
requirements for a given solution.
Your role will also lead crafting and implementing scalable and efficient
solutions using AWS Sagemaker Ground Truth or similar platform tools.
We will often get projects of similar type (classification, transcription)
and we want to be able to maximize the reuse of templates. Your
experience will help us in refining the HITL processes to improve the
performance and accuracy of our machine learning systems.
Sobre el rol:
Estamos buscando un "Gerente de Programas Tecnicos" altamente calificado y experto para unirse a nuestro equipo de Human-in-the-loop (HITL), actuando como Arquitecto de Soluciones. La función de esta posición es ser el enlace tecnico entre equipos internos (Ingenieria, Ingenieros de Machine Learning, Ingenieros de Ciencias Aplicadas) que requieran nuestros servicios HITL. Adicionalmente el rol requiere implementar Sagemaker para los diversos esfuerzos de etiquetado que sean necesarios. Nuestros equipos de Ingenieros de Front End estaran disponibles para requisitos de programación sofisticada de cualquier tipo.
La posición tambien liderara la creacion e implementacion de soluciones escalables y eficientes utilizando AWS Sagemaker Ground Truth o herramientas similares para plataformas. A menudo se recibirán proyectos de características similares (clasificacion, transcripcion) que requerirán maximizar la reutilización de modelos. Tu experiencia nos ayudara a refinar los procesos HITL para mejorar el rendimiento y la precision de nuestros sistemas de Machine Learning.
This role has been categorized as a teleworker position. Teleworkers do not have a permanent corporate office workplace and, instead, work from a physical location of their choice which must be identified to the Company. Employees may live in any part of Mexico, but preferably in Mexico City, as we would encourage attendance for occasional in-office events.
In addition to a competitive base salary and benefits, this position is also eligible for equity awards based on factors such as experience, performance and location.
Who you are
You Will Get To:
Qualifications:
En esta posición tendrás la oportunidad de:
Aplica a esta posición si cumples con lo siguiente:
Perfil
Habilidades transferibles
En Zillow, valoramos la experiencia y la perspectiva de candidatos con experiencia no tradicional. Te animamos a que apliques si tienes habilidades transferibles o experiencias relacionadas.
Get to know us
Zillow is reimagining real estate to make it easier to unlock life's next chapter.
As the most-visited real estate website in the United States, Zillow® and its affiliates help movers find and win their home through digital solutions, first class partners, and easier buying, selling, financing and renting experiences. Millions of people visit Zillow Group sites every month to start their home search, and now they can rely on Zillow to help make it easier to move. The work we do is helping people move from dreaming to transacting - and no matter what job you're in, you will play a critical role in making this vision a reality.
Our efforts to streamline the real estate transaction are supported by a deep-rooted culture of innovation, our passion to redefine the employee experience, and a fundamental commitment to Equity and Belonging. We're also setting the standard for work experiences of the future, where our employees are supported in doing their best work and living a flexible, well-balanced life. But don't just take our word for it. Read recent reviews on Glassdoor and recent recognition from multiple organizations, including: the 100 Best Companies to Work For in 2022 list, Glassdoor Employees' Choice Award, honoring the Best Places to Work in 2022, Bloomberg Gender-Equality Index 2022, Human Rights Campaign (HRC) Corporate Equity Index and Best Place to Work for LGBTQ Equality 2022, and TIME 100 Most Influential Companies list.
Zillow Group is an equal opportunity employer committed to fostering an inclusive, innovative environment with the best employees. We are committed to equal employment opportunity regardless of race, color, ancestry, religion, sex, national origin, sexual orientation, age, citizenship, marital status, disability, and gender identity. If you have a disability or special need that requires accommodation, please contact us at RecruitingAccessibility@zillowgroup.com.
Zillow's AI team is harnessing the power of Generative AI to build
services and product experiences for a seamless and convenient real
estate transaction experience. The AI Platform team is building
platform services that enable usage of LLMs and multimodal models
across Zillow Group businesses.
El equipo de Inteligencia Artificial de Zillow esta aprovechando el poder de la IA generativa para construir servicios y experiencias de productos que brinden una transaccion inmobiliaria fluida y conveniente. El equipo de Plataformas de IA esta desarrollando servicios que utilizan modelos de lenguaje de ultima generacion y modelos multimodales en todos los negocios del Grupo Zillow.
About the role
We are seeking a highly skilled and expert Technical Program Manager
to join our Human-in-the-loop (HITL) team, to act as a Solutions
Architect. This exciting role is two-fold. First, by being the technical
liaison with internal teams (Engineering, ML Engineers, Applied
Scientists) requiring our HITL services. Second, implementating
Sagemaker of the various labeling efforts we may require. Our partners
teams Front End Engineers will be available for sophisticated coding
requirements for a given solution.
Your role will also lead crafting and implementing scalable and efficient
solutions using AWS Sagemaker Ground Truth or similar platform tools.
We will often get projects of similar type (classification, transcription)
and we want to be able to maximize the reuse of templates. Your
experience will help us in refining the HITL processes to improve the
performance and accuracy of our machine learning systems.
Sobre el rol:
Estamos buscando un "Gerente de Programas Tecnicos" altamente calificado y experto para unirse a nuestro equipo de Human-in-the-loop (HITL), actuando como Arquitecto de Soluciones. La función de esta posición es ser el enlace tecnico entre equipos internos (Ingenieria, Ingenieros de Machine Learning, Ingenieros de Ciencias Aplicadas) que requieran nuestros servicios HITL. Adicionalmente el rol requiere implementar Sagemaker para los diversos esfuerzos de etiquetado que sean necesarios. Nuestros equipos de Ingenieros de Front End estaran disponibles para requisitos de programación sofisticada de cualquier tipo.
La posición tambien liderara la creacion e implementacion de soluciones escalables y eficientes utilizando AWS Sagemaker Ground Truth o herramientas similares para plataformas. A menudo se recibirán proyectos de características similares (clasificacion, transcripcion) que requerirán maximizar la reutilización de modelos. Tu experiencia nos ayudara a refinar los procesos HITL para mejorar el rendimiento y la precision de nuestros sistemas de Machine Learning.
This role has been categorized as a teleworker position. Teleworkers do not have a permanent corporate office workplace and, instead, work from a physical location of their choice which must be identified to the Company. Employees may live in any part of Mexico, but preferably in Mexico City, as we would encourage attendance for occasional in-office events.
In addition to a competitive base salary and benefits, this position is also eligible for equity awards based on factors such as experience, performance and location.
Who you are
- You are an AI processes practitioner, and love this space! You love to setup projects and collaborate with internal and external partners on projects with deep impact. You love sharing your skills and inspire a team around you. You enjoy being hands-on and contributing deeply to projects.
- An excellent problem-solver with outstanding analytical skills, with the ability to analyze complex requirements and deliver innovative solutions.
- An expert with data labeling and annotation, and comfortable with HITL process refinements and implementing strategies to improve efficiency and accuracy.
- A complete team player, with strong communication and presentation skills, capable of conveying technical concepts to both technical and non technical audiences.
You Will Get To:
- Architect end-to-end solutions using AWS Sagemaker Ground Truth (or similar platform tools) to address our clients' machine learning and data labeling requirements.
- Collaborate with clients, data scientists, and engineers to understand business objectives and technical requirements, and convert them into robust and scalable solutions.
- Design and implement data labeling workflows, including HITL processes, to ensure high-quality labeled data for training machine learning models.
- Mentor and train AI Operations Managers running day-to-day processes.
- Develop strategies for refining the HITL process, optimizing the interaction between automated algorithms and human annotators, andstreamlining the feedback loop.
- Collaborate with the engineering team on model integration, infrastructure setup, and deployment strategies.
Qualifications:
- Master's degree or equivalent experience in Computer Science, Machine Learning, or a related field.
- Confirmed experience (2-3 years) as a Technical Program Manager, with a strong background in machine learning and AWS Sagemaker Ground Truth or similar platform tools.
- In-depth knowledge of AWS cloud services, particularly Sagemaker, A2I, S3, and EC2.
- Experience crafting and implementing data labeling workflows, including HITL processes, and familiarity with annotation tools and data management.
- Programming skills in languages such as Python are a nice bonus. Solid understanding of machine learning concepts, algorithms, and frameworks.
En esta posición tendrás la oportunidad de:
- Disenar soluciones de principio a fin utilizando AWS Sagemaker Ground Truth (o herramientas similares) para abordar requisitos de Machine Learning y etiquetado de datos de nuestros clientes.
- Colaborar con clientes, ingenieros de datos y de sistemas para comprender los objetivos comerciales y los requisitos tecnicos, y convertirlos en soluciones solidas y escalables.
- Disenar e implementar flujos de trabajo de etiquetado de datos, incluidos los procesos HITL, para garantizar etiquetado de datos de alta calidad para entrenar modelos de Machine Learning.
- Asesorar y capacitar a los Gerentes de Operaciones de IA en la ejecución de procesos diarios.
- Desarrollar estrategias para refinar el proceso HITL, optimizar la interaccion entre
algoritmos automatizados o anotadores humanos y agilizar el ciclo de retroalimentacion. - Colaborar con el equipo de ingenieria en la integracion de modelos, la configuracion de infraestructura y estrategias de implementacion.
Aplica a esta posición si cumples con lo siguiente:
- Eres un practicante apasionado de procesos de IA y disfrutas trabajando en proyectos relacionados en el área.
- Disfrutas configurando proyectos y colaborando con equipos internos y externos en iniciativas de alto impacto.
- Te gusta compartir tus habilidades e inspirar a equipos a tu alrededor, contribuyendo de manera practica a proyectos.
- Eres un excelente solucionador de problemas con habilidades analiticas, capaz de analizar requisitos complejos y ofreces soluciones innovadoras.
- Eres un experto en etiquetado y anotacion de datos, y te sientes comodo refinando procesos HITL e implementando estrategias para mejorar la eficiencia y precision.
- Eres un integrante esencial de tu equipo, con fuertes habilidades de comunicacion y presentacion, capaz de transmitir conceptos tecnicos tanto a audiencias tecnicas como no tecnicas.
Perfil
- Licenciatura o experiencia equivalente en Ciencias de la Computacion, Machine Learning o un campo relacionado.
- Experiencia (2-3 anos) como Gerente de Programas Tecnicos, con conocimiento sólido en Machine Learning y AWS Sagemaker Ground Truth o herramientas de plataforma similares.
- Conocimiento profundo de los servicios cloud de AWS, en particular Sagemaker, A2I, S3 y EC2.
- Experiencia en la creacion e implementacion de flujos de trabajo de etiquetado de datos, incluidos los procesos HITL, y familiaridad con herramientas de anotacion y gestion de datos.
- Habilidades de programacion en lenguajes como Python son deseables.
- Comprension solida de conceptos, algoritmos y marcos de Machine Learning.
Habilidades transferibles
En Zillow, valoramos la experiencia y la perspectiva de candidatos con experiencia no tradicional. Te animamos a que apliques si tienes habilidades transferibles o experiencias relacionadas.
Get to know us
Zillow is reimagining real estate to make it easier to unlock life's next chapter.
As the most-visited real estate website in the United States, Zillow® and its affiliates help movers find and win their home through digital solutions, first class partners, and easier buying, selling, financing and renting experiences. Millions of people visit Zillow Group sites every month to start their home search, and now they can rely on Zillow to help make it easier to move. The work we do is helping people move from dreaming to transacting - and no matter what job you're in, you will play a critical role in making this vision a reality.
Our efforts to streamline the real estate transaction are supported by a deep-rooted culture of innovation, our passion to redefine the employee experience, and a fundamental commitment to Equity and Belonging. We're also setting the standard for work experiences of the future, where our employees are supported in doing their best work and living a flexible, well-balanced life. But don't just take our word for it. Read recent reviews on Glassdoor and recent recognition from multiple organizations, including: the 100 Best Companies to Work For in 2022 list, Glassdoor Employees' Choice Award, honoring the Best Places to Work in 2022, Bloomberg Gender-Equality Index 2022, Human Rights Campaign (HRC) Corporate Equity Index and Best Place to Work for LGBTQ Equality 2022, and TIME 100 Most Influential Companies list.
Zillow Group is an equal opportunity employer committed to fostering an inclusive, innovative environment with the best employees. We are committed to equal employment opportunity regardless of race, color, ancestry, religion, sex, national origin, sexual orientation, age, citizenship, marital status, disability, and gender identity. If you have a disability or special need that requires accommodation, please contact us at RecruitingAccessibility@zillowgroup.com.
Recuerda que ningún reclutador puede pedirte dinero a cambio de una entrevista o un puesto. Asimismo, evita realizar pagos o compartir información financiera con las empresas.
ID: 18139753
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