Senior Software Development Engineer, Databricks and AI Platform Position Available In Charleston, South Carolina
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Job Description
Job Description:
About the team AI products at Zillow help millions of people find the best homefor them with less stress and more visibility. Zillow scientistsdevelop a variety of ML models (natural language understanding,computer vision, recommendation systems) that enables our customersto find and move to their next home. Join the team that developsend to end platform powering AI research and development atZillow! As a member of the AI Platform team, you will help define Zillow’sapproach to Artificial Intelligence research & Products, poweringproducts like home value estimation, economic research,personalized recommendations and semantic search etc. You will workon building powerful ML infrastructure enabling containerizedservices, performing distributed computations at scale, empoweringcontinuous research & deployments of ML models, evaluations andmonitoring. Learn more about what we are doing at del equipo Los productos de IA en Zillow ayudan a millones de personas aencontrar la mejor casa para ellos con menos estr
- s y m
- svisibilidad. Los cient
- ficos de datos de Zillow desarrollan unavariedad de modelos ML (comprensi
- n del lenguaje natural, visi
- npor ordenador, sistemas de recomendaci
- n) que permiten a nuestrosclientes encontrar y mudarse a su pr
- xima casa.
- -nete al equipoque desarrolla la plataforma integral que impulsa la investigaci
- ny el desarrollo de la IA en Zillow. Como miembro del equipo de la Plataforma de InteligenciaArtificial, ayudar
- s a definir el enfoque de Zillow para lainvestigaci
- n y los productos de Inteligencia Artificial,impulsando productos como la estimaci
- n del valor de la vivienda,la investigaci
- n econ
- mica, las recomendaciones personalizadas yla b
- squeda sem
- ntica, etc. Trabajar
- s en la creaci
- n de unapotente infraestructura de Inteligencia Artificial que permitaservicios en contenedores, realizando c
- lculos distribuidos aescala, potenciando la investigaci
- n continua y el despliegue demodelos de Inteligencia Artificial, evaluaciones ymonitorizaci
- n. M
- s informaci
- n sobre lo que estamos haciendo en About the role We are looking for a Senior Software Development Engineer to helpus build the next generation of AI infrastructure powering multipleZillow products.
The position gives you opportunities to: Craft and build scalable infrastructure for orchestrating end toend machine learning lifecycle from experimentation phase toproduction jobs & services. Work with a variety of technologies such as Kubernetes, KNative,Argo, Spark, Kafka, Tensorflow etc. Collaborate with Applied Scientists, Machine Learning Engineers andcross functional teams in crafting and implementing your technicalvision. Work closely with our data infrastructure team to build the datasystems and stores that power ML models. Collaborate with various teams (Product, Engineering) to scope anddeliver platform solutions. Acerca del puesto Estamos buscando un Ingeniero Senior de Desarrollo de Software paraayudarnos a construir la pr
- xima generaci
- n de infraestructura deIA que impulsa m
- ltiples productos de Zillow. El puesto te ofrece oportunidades para: Crear y construir una infraestructura escalable para orquestar elciclo de vida del aprendizaje autom
- tico de extremo a extremo,desde la fase de experimentaci
- n hasta los trabajos y servicios deproducci
- n. Trabajar con una variedad de tecnolog
- as como Kubernetes, KNative,Argo, Spark, Kafka, Tensorflow, etc. Colaborar con cient
- ficos aplicados, ingenieros de aprendizajeautom
- tico y equipos funcionales cruzados en la elaboraci
- n eimplementaci
- n de tu visi
- n t•cnica.
Trabajar en estrecha colaboraci
- n con nuestro equipo deinfraestructura de datos para construir los sistemas de datos yalmacenes que alimentan los modelos de ML. Colabora con varios equipos (producto, ingenier
- a) para definir yofrecer soluciones de plataforma.
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 mustbe identified to the Company. Employees may live in any part ofMexico, but preferably in Mexico City, as we would encourageattendance for occasional in-office events. In addition to a competitive base salary and benefits, thisposition is also eligible for equity awards based on factors suchas experience, performance and location. Who you are
Basic Qualifications:
A degree (BS+) in Computer Science or a related field. Masters inComputer Science preferred. 4+ years of experience with Machine Learning, data and/or backendweb services & infrastructure. 1+ years of experience with platform solutions. Experience working with cloud services (AWS/Azure/GCP) Excellent interpersonal skills and passionate about collaboratingacross organizational boundaries. Qui
- n es usted Cualificaciones b
- sicas: Licenciatura (BS+) en Inform
- tica o un campo relacionado. Seprefiere un m
- ster en Inform
- tica. 4+ a
- os de experiencia con Machine Learning, datos y/o serviciosweb backend e infraestructura. 1+ a
- os de experiencia con soluciones de plataforma.
Experiencia trabajando con servicios en la nube(AWS/Azure/GCP). Excelentes habilidades interpersonales y apasionado por colaborarcon otros.
Nice to haves:
Have vision and passion to make Machine Learning development easierfor ML Practitioners. Experience developing sophisticated software systems scaling tomillions of users with production quality deployment, monitoringand reliability. Experience with Databricks (for data and/or ML use cases) Experience with building low latency, high reliability Web Services(K8s, KNative services) Experience with Machine Learning Frameworks (e.g. PyTorch, Keras,Tensorflow, XGBoost) Experience with modern data technologies (Spark, Hive, Kafka, Beam,Airflow) Agradable de tener: Tener visi
- n y pasi
- n para hacer que el desarrollo de MachineLearning sea m
- s f•cil para los profesionales de ML.
Experiencia en el desarrollo de sistemas de software sofisticadosescalables a millones de usuarios con despliegue de calidad deproducci
- n, monitorizaci
- n y fiabilidad. Experiencia con Databricks (para datos y/o casos de uso de ML) Experiencia en la construcci
- n de Servicios Web de baja latencia yalta fiabilidad (K8s, KNative services) Experiencia con marcos de aprendizaje autom
- tico (por ejemplo,PyTorch, Keras, Tensorflow, XGBoost) Experiencia con tecnolog
- as de datos modernas (Spark, Hive, Kafka,Beam, Airflow) Transferable Skills Here at Zillow
- we value the experience and perspective ofcandidates with non-traditional backgrounds. We encourage you toapply if you have transferable skills or related experiences. Habilidades transferibles Aqu
- en Zillow
- valoramos la experiencia y la perspectiva de loscandidatos con antecedentes no tradicionales. Te animamos apresentar tu candidatura si tienes habilidades transferibles oexperiencias relacionadas. Get to know us Zillow is reimagining real estate to make it easier to unlock life’s nextchapter. As the most-visited real estate website in the United States,Zillow
- and its affiliates help movers find and win their homethrough digital solutions, first class partners, and easier buying,selling, financing and renting experiences. Millions of peoplevisit Zillow Group sites every month to start their home search,and now they can rely on Zillow to help make it easier to move. Thework we do is helping people move from dreaming to transacting
- and no matter what job you’re in, you will play a critical role inmaking this vision a reality.
Our efforts to streamline the real estate transaction are supportedby a deep-rooted culture of innovation, our passion to redefine theemployee experience, and a fundamental commitment to Equity and Belonging. We’re also settingthe standard for work experiences of the future, where ouremployees are supported in doing their best work and living aflexible, well-balanced life. But don’t just take our word for it.
Read recent reviews on Glassdoor and recent recognition from multiple organizations, including: the100 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 RightsCampaign (HRC) Corporate Equity Index and Best Place to Work forLGBTQ Equality 2022, and
TIME 100
Most Influential Companies list. Zillow Group is an equal opportunity employer committed tofostering an inclusive, innovative environment with the bestemployees. We are committed to equal employment opportunityregardless of race, color, ancestry, religion, sex, nationalorigin, sexual orientation, age, citizenship, marital status,disability, and gender identity. If you have a disability orspecial need that requires accommodation, please contact yourrecruiter directly. Q ualified applicants with arrest or conviction records will beconsidered for employment in accordance with applicable state andlocal law.