{"id":28601,"date":"2020-03-26T00:00:00","date_gmt":"2020-03-25T21:00:00","guid":{"rendered":"\/job-description\/?p=machine-learning-software-engineer"},"modified":"-0001-11-30T00:00:00","modified_gmt":"-0001-11-29T21:00:00","slug":"machine-learning-software-engineer","status":"publish","type":"post","link":"https:\/\/jooble.org\/job-description\/math\/machine-learning-software-engineer\/","title":{"rendered":"Machine Learning Software Engineer"},"content":{"rendered":"\n    \n    <div class=\"wp-block-button aligncenter is-style-fill\">\n        <a class=\"wp-block-button__link has-text-color has-background\" href=\"https:\/\/jooble.org\/jobs-machine-learning-software-engineer\" style=\"background-color:#0b71d9;color:#ffffff;border-radius:3px\" rel=\"https:\/\/jooble.org\/jobs-machine-learning-software-engineer\">\n        <strong> View Machine Learning Software Engineer jobs<\/strong>\n        <\/a>\n    <\/div>\n    \n    \n    \n    <div class=\"wp-block-group has-background\" style=\"background-color:#eff2f6\">\n        <div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n        \n            <h2 class=\"has-text-color wp-block-heading\" style=\"color:#1c7ebc\">Machine Learning Software Engineer Job Description Template<\/h2>\n        \n        \n        \n            <p class=\"wp-block-paragraph\">Our company is looking for a Machine Learning Software Engineer to join our team. <\/p>\n        \n    \n    \n        <h3 class=\"has-text-color wp-block-heading\" style=\"color:#1c7ebc\">Responsibilities:<\/h3>\n    \n\n    \n        <ul class=\"wp-block-list\"><li>Analyze experimental and observational data, communicate findings, and facilitate launch decisions;<\/li><li>Participate in code reviews to ensure code quality and distribute knowledge;<\/li><li>Write production-level codes to train your ML models into working pipelines and services to serve production online traffic;<\/li><li>Build a platform for data science\/ML at scale;<\/li><li>Forecast sale timelines and sale price for Opendoor homes;<\/li><li>Model key features that inform the overall risk to the business in any given cohort of homes;<\/li><li>Projecting and forecasting resales;<\/li><li>Build GPU infrastructure that allows Opendoor to embrace deep learning;<\/li><li>Create and maintain production systems that provide oversight on the uptime and stability of our models;<\/li><li>Create and maintain Spark and lambda architecture to create data pipelines that generate features;<\/li><li>Extract features from raw data such as text and images using NLP &#038; CV;<\/li><li>Design, implement and operate large-scale distributed systems;<\/li><li>Develop container orchestration systems within a Kubernetes environment;<\/li><li>Design and develop data science solutions relating to streaming data as well as machine learning solutions;<\/li><li>Collaboration with various teams during the design, implementation and deployment phases.<\/li><\/ul>\n    \n    \n    \n        <h3 class=\"has-text-color wp-block-heading\" style=\"color:#1c7ebc\">Requirements:<\/h3>\n    \n\n    \n        <ul class=\"wp-block-list\"><li>B.S., M.S., or PhD. in Computer Science or equivalent;<\/li><li>Industry experience building and productionizing innovative end-to-end Machine Learning systems;<\/li><li>2+ years of successfully applying machine learning to product\/business problems;<\/li><li>Prior experience building machine learning systems in production;<\/li><li>Strong grasp of fundamental machine learning techniques;<\/li><li>Python\/R\/Javascript (Node.js) experience a plus;<\/li><li>Experience with machine learning management frameworks (e.g.: Airflow, Argo, Kubeflow, and\/or ML Flow);<\/li><li>Production experience within a variety of storage systems such as (but not limited to) object storage, NoSQL or relational databases;<\/li><li>Production experience deploying and managing applications in a public cloud provider environment (e.g.: AWS, Google Compute Engine or Azure);<\/li><li>Experience with path planning;<\/li><li>Bachelor\u2019s degree;<\/li><li>2+ years experience with statistical methods, modern ML algorithms, and software engineering best practices;<\/li><li>Strong mathematical skills;<\/li><li>Experience developing reusable Machine Learning tools and pipelines;<\/li><li>Experience with autonomous robots.<\/li><\/ul>\n    \n    \n    <\/div><\/div>\n    \n    \n    \n    <header class=\"entry-header\">\n    <div itemscope=\"\" itemtype=\"https:\/\/schema.org\/FAQPage\">\n    \n    <div itemscope=\"\" itemprop=\"mainEntity\" itemtype=\"https:\/\/schema.org\/Question\">\n    <h3 itemprop=\"name\">What job descriptions are similar to Machine Learning Software Engineer?<\/h3>\n    <div itemscope=\"\" itemprop=\"acceptedAnswer\" itemtype=\"https:\/\/schema.org\/Answer\">\n    <div itemprop=\"text\">\n        <ul>\n<li><a href=\"https:\/\/jooble.org\/job-description\/math\/machine-learning-engineer\/\" >Machine Learning Engineer<\/a><\/li>\n<li><a href=\"https:\/\/jooble.org\/job-description\/math\/deep-learning-engineer\/\" >Deep Learning Engineer<\/a><\/li>\n<li><a href=\"https:\/\/jooble.org\/job-description\/math\/senior-machine-learning-software-engineer\/\" >Senior Machine Learning Software Engineer<\/a><\/li>\n<li><a href=\"https:\/\/jooble.org\/job-description\/math\/machine-learning\/\" >Machine Learning<\/a><\/li>\n<li><a href=\"https:\/\/jooble.org\/job-description\/math\/senior-ml-engineer\/\" >Senior ML Engineer<\/a><\/li>\n<\/ul>\n    <\/div>\n    <\/div>\n    \n    <div itemscope=\"\" itemprop=\"mainEntity\" itemtype=\"https:\/\/schema.org\/Question\">\n    <h3 itemprop=\"name\">What jobs are similar to Machine Learning Software Engineer?<\/h3>\n    <div itemscope=\"\" itemprop=\"acceptedAnswer\" itemtype=\"https:\/\/schema.org\/Answer\">\n    <div itemprop=\"text\">\n        <ul>\n<li><a href=\"https:\/\/jooble.org\/jobs-machine-learning-engineer\" >Machine Learning Engineer Jobs<\/a><\/li>\n<li><a href=\"https:\/\/jooble.org\/jobs-deep-learning-engineer\" >Deep Learning Engineer Jobs<\/a><\/li>\n<li><a href=\"https:\/\/jooble.org\/jobs-senior-machine-learning-software-engineer\" >Senior Machine Learning Software Engineer Jobs<\/a><\/li>\n<li><a href=\"https:\/\/jooble.org\/jobs-machine-learning\" >Machine Learning Jobs<\/a><\/li>\n<li><a href=\"https:\/\/jooble.org\/jobs-senior-ml-engineer\" >Senior ML Engineer Jobs<\/a><\/li>\n<\/ul>\n    <\/div><\/div>\n    <\/div><\/div><\/div>\n    <\/header>\n\n    \n    ","protected":false},"excerpt":{"rendered":"<p>Machine Learning Software Engineer Job Description Template Our company is looking for a Machine Learning Software Engineer to join our team. Responsibilities: Analyze experimental and observational data, communicate findings, and facilitate launch decisions; Participate in code reviews to ensure code quality and distribute knowledge; Write production-level codes to train your ML models into working pipelines &#8230; <a title=\"Machine Learning Software Engineer\" class=\"read-more\" href=\"https:\/\/jooble.org\/job-description\/math\/machine-learning-software-engineer\/\">Read more <span class=\"screen-reader-text\">Machine Learning Software Engineer<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[34],"tags":[],"class_list":["post-28601","post","type-post","status-publish","format-standard","hentry","category-math"],"_links":{"self":[{"href":"https:\/\/jooble.org\/job-description\/wp-json\/wp\/v2\/posts\/28601","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/jooble.org\/job-description\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/jooble.org\/job-description\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/jooble.org\/job-description\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/jooble.org\/job-description\/wp-json\/wp\/v2\/comments?post=28601"}],"version-history":[{"count":0,"href":"https:\/\/jooble.org\/job-description\/wp-json\/wp\/v2\/posts\/28601\/revisions"}],"wp:attachment":[{"href":"https:\/\/jooble.org\/job-description\/wp-json\/wp\/v2\/media?parent=28601"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/jooble.org\/job-description\/wp-json\/wp\/v2\/categories?post=28601"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/jooble.org\/job-description\/wp-json\/wp\/v2\/tags?post=28601"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}