Staff machine learning

Position Summary...What you'll do...Job Title : Senior Machine Learning Infra Engineer (X4)About us :You will join a group focusing on developing data-driven models and services and bringing high quality demand from a wide variety of digital sites (google, bing, facebook, pinterest, etc.to Walmart E-Commerce sites at low cost in order to sustain and accelerate the growth of Walmart E-Commerce. We also work on ML based customer-centric retention solutions to cultivate a loyal base of omni-channel Wal-Mart customers.What you'll do...As a machine learning platform team, we are responsible forThe development and deployment of a foundational AI layer along with Gen AI models for online inferencing. This is crucial for supporting applications such as Ads moderation, social commerce, etc.Building and maintaining a robust, scalable machine learning platform for machine learning operations end to end from developing, versioning and deploying machine learning models.Developing, deploying, and maintaining high-quality web-based dashboard systems to extract visual insights from an ever-growing dataset, monitor machine learning models, evaluate model performance by A / B test etc.Developing, testing, and deploying big-data pipelines and machine learning pipelines from ingestion, model productionization to visualization.Building and deploying scalable machine learning API services.Managing public cloud services, utilizing public cloud tools and resources efficiently to scale our storage and computation in Google Cloud Platform.You will be working as Tech Lead on our backend services for Machine Learning Operations, and model serving system.We would like you to have...Proficiency in at least one programming language, such as python, Java, C++, JavaScriptGood understanding of data structures and algorithmsStrong knowledge and experience in big-data techniques, such as spark, hive, spark-sql, noSQL, Big Query, etc.Knowledge and experience in Linux, public cloud computing, docker, kubernetesExperience in REST API service developmentExperience working with Apache Airflow or equivalent workflow orchestration for big-data pipelines is a plusKnowledge in reactJS, angularJS, d3-js is a plusDesired qualifications :Ph.D. in a related field (CS, EE, Engineering) orMS in related fields with 2+ years of experienceAt Walmart, we offer competitive pay as well as performance-based bonus awards and other great benefits for a happier mind, body, and wallet.Health benefits include medical, vision and dental coverage. Financial benefits include 401(k), stock purchase and company-paid life insurance.Paid time off benefits include PTO (including sick leave), parental leave, family care leave, bereavement, jury duty, and voting.Other benefits include short-term and long-term disability, company discounts, Military Leave Pay, adoption and surrogacy expense reimbursement, and more.You will also receive PTO and / or PPTO that can be used for vacation, sick leave, holidays, or other purposes. The amount you receive depends on your job classification and length of employment.It will meet or exceed the requirements of paid sick leave laws, where applicable.For information about PTO, see https : / / one.walmart.com / notices .Live Better U is a Walmart-paid education benefit program for full-time and part-time associates in Walmart and Sam's Club facilities.Programs range from high school completion to bachelor's degrees, including English Language Learning and short-form certificates.Tuition, books, and fees are completely paid for by Walmart.Eligibility requirements apply to some benefits and may depend on your job classification and length of employment. Benefits are subject to change and may be subject to a specific plan or program terms.For information about benefits and eligibility, see One.Walmart .The annual salary range for this position is $143,000.00-$286,000.00Additional compensation includes annual or quarterly performance bonuses.Additional compensation for certain positions may also include :StockMinimum Qualifications...Outlined below are the required minimum qualifications for this position. If none are listed, there are no minimum qualifications.Option 1 : Bachelor's degree in computer science, computer engineering, computer information systems, software engineering, or related area and 4 years' experience in software engineering or related area.Option 2 : 6 years' experience in software engineering or related area.Preferred Qualifications...Outlined below are the optional preferred qualifications for this position. If none are listed, there are no preferred qualifications.Master's degree in Computer Science, Computer Engineering, Computer Information Systems, Software Engineering, or related area and 2 years' experience in software engineering or related area, We value candidates with a background in creating inclusive digital experiences, demonstrating knowledge in implementing Web Content Accessibility Guidelines (WCAG) 2.2 AA standards, assistive technologies, and integrating digital accessibility seamlessly. The ideal candidate would have knowledge of accessibility best practices and join us as we continue to create accessible products and services following Walmart's accessibility standards and guidelines for supporting an inclusive culture.Primary Location...Last updated : 2024-09-28