{"id":12617,"date":"2024-11-23T09:01:02","date_gmt":"2024-11-23T09:01:02","guid":{"rendered":"https:\/\/talents2germany.de\/ag\/?page_id=12617"},"modified":"2024-11-23T09:01:02","modified_gmt":"2024-11-23T09:01:02","slug":"devops-engineer-mlai-knowledge","status":"publish","type":"page","link":"https:\/\/talents2germany.de\/ag\/en\/devops-engineer-mlai-knowledge\/","title":{"rendered":"DevOps Engineer with ML\/AI Knowledge (Remote)"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"12617\" class=\"elementor elementor-12617\" data-elementor-post-type=\"page\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4e984cf e-flex e-con-boxed e-con e-parent\" data-id=\"4e984cf\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\" data-core-v316-plus=\"true\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8d7a41d elementor-widget elementor-widget-heading\" data-id=\"8d7a41d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.18.0 - 08-12-2023 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><h2 class=\"elementor-heading-title elementor-size-default\">DevOps Engineer with ML\/AI Knowledge (Remote)<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a14849e elementor-widget elementor-widget-text-editor\" data-id=\"a14849e\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.18.0 - 08-12-2023 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<h4><strong>Overview:<\/strong><\/h4><p>We are seeking a talented <strong>DevOps Engineer with ML\/AI Knowledge<\/strong> to join our team. Working remotely for a German-based company, you will support and optimize the infrastructure and deployment processes for machine learning and AI-driven applications. This role requires a combination of DevOps expertise and foundational knowledge of machine learning technologies to bridge the gap between development and operations effectively.<\/p><h4><strong>Key Responsibilities:<\/strong><\/h4><ol><li><strong>Infrastructure Management<\/strong><ul><li>Build and manage scalable, cloud-based infrastructure for AI\/ML applications.<\/li><li>Implement and maintain containerized environments using Docker and orchestration tools like Kubernetes.<\/li><li>Optimize deployment pipelines to support seamless integration of machine learning models.<\/li><\/ul><\/li><li><strong>CI\/CD and Automation<\/strong><ul><li>Develop and manage CI\/CD pipelines to automate build, testing, and deployment processes.<\/li><li>Monitor and enhance system reliability, scalability, and performance through proactive automation.<\/li><\/ul><\/li><li><strong>AI\/ML Workflow Support<\/strong><ul><li>Collaborate with data scientists and AI engineers to streamline model training, testing, and deployment.<\/li><li>Manage and deploy ML pipelines, ensuring integration into production environments.<\/li><li>Optimize workflows for ML model serving and API integration.<\/li><\/ul><\/li><li><strong>Monitoring and Security<\/strong><ul><li>Set up monitoring tools to track system performance, application uptime, and resource utilization.<\/li><li>Implement security best practices to safeguard sensitive data and ensure compliance with regulations.<\/li><\/ul><\/li><li><strong>Collaboration and Troubleshooting<\/strong><ul><li>Work closely with development teams to resolve infrastructure-related bottlenecks.<\/li><li>Provide technical support for AI\/ML applications in production.<\/li><\/ul><\/li><\/ol><h4><strong>Required Technical Skills:<\/strong><\/h4><ul><li><strong>DevOps Expertise<\/strong>:<ul><li>Proficiency with containerization tools (Docker) and orchestration platforms (Kubernetes).<\/li><li>Hands-on experience with cloud platforms like AWS, Azure, or Google Cloud.<\/li><li>Strong knowledge of CI\/CD pipelines and automation tools (e.g., Jenkins, GitHub Actions).<\/li><\/ul><\/li><li><strong>Infrastructure and Deployment<\/strong>:<ul><li>Expertise in managing scalable, distributed systems.<\/li><li>Experience in deploying AI\/ML models in production environments.<\/li><li>Familiarity with infrastructure as code tools such as Terraform or Ansible.<\/li><\/ul><\/li><li><strong>AI\/ML Knowledge<\/strong>:<ul><li>Foundational understanding of machine learning and AI workflows.<\/li><li>Experience with managing ML pipelines and serving models through APIs.<\/li><li>Basic knowledge of LLMs and their deployment in production.<\/li><\/ul><\/li><li><strong>Monitoring and Security<\/strong>:<ul><li>Familiarity with monitoring tools like Prometheus, Grafana, or ELK Stack.<\/li><li>Experience in implementing best practices for security and compliance.<\/li><\/ul><\/li><li><strong>Database and Version Control<\/strong>:<ul><li>Experience with SQL and NoSQL databases.<\/li><li>Proficiency in Git for version control.<\/li><\/ul><\/li><\/ul><h4><strong>Experience and Qualifications:<\/strong><\/h4><ul><li><strong>Education<\/strong>: Bachelor\u2019s or Master\u2019s degree in Computer Science, DevOps, or a related field.<\/li><li><strong>Experience<\/strong>: At least 3 years of professional experience in DevOps, with exposure to AI\/ML workflows.<\/li><li><strong>Language Skills<\/strong>: Excellent English communication skills; German proficiency is a plus.<\/li><li><strong>Collaboration<\/strong>: Proven ability to work in cross-functional and international teams.<\/li><li><strong>Problem-Solving<\/strong>: Strong analytical skills and a proactive approach to troubleshooting.<\/li><\/ul><h4><strong>What We Offer<\/strong><\/h4><ul><li><strong>Remote Work<\/strong>: Fully remote position.<\/li><li><strong>Innovative Projects<\/strong>: Opportunity to work on cutting-edge conversational AI projects.<\/li><li><strong>Collaborative Environment<\/strong>: Join a dynamic team that values collaboration and innovation.<\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ac825df e-flex e-con-boxed e-con e-parent\" data-id=\"ac825df\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\" data-core-v316-plus=\"true\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-17ec4cc elementor-widget elementor-widget-html\" data-id=\"17ec4cc\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<iframe class=\"clickup-embed clickup-dynamic-height\" src=\"https:\/\/forms.clickup.com\/2448029\/f\/2apmx-22972\/LQ2476ZH94NQHZB3K9\" onwheel=\"\" width=\"100%\" height=\"100%\" style=\"background: transparent; border: 1px solid #ccc;\"><\/iframe><script async src=\"https:\/\/app-cdn.clickup.com\/assets\/js\/forms-embed\/v1.js\"><\/script>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>DevOps Engineer with ML\/AI Knowledge (Remote) Overview: We are seeking a talented DevOps Engineer with ML\/AI Knowledge to join our team. Working remotely for a German-based company, you will support and optimize the infrastructure and deployment processes for machine learning and AI-driven applications. This role requires a combination of DevOps expertise and foundational knowledge of [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"_mi_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"_themeisle_gutenberg_block_has_review":false,"footnotes":""},"blocksy_meta":[],"acf":[],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/talents2germany.de\/ag\/wp-json\/wp\/v2\/pages\/12617"}],"collection":[{"href":"https:\/\/talents2germany.de\/ag\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/talents2germany.de\/ag\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/talents2germany.de\/ag\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/talents2germany.de\/ag\/wp-json\/wp\/v2\/comments?post=12617"}],"version-history":[{"count":0,"href":"https:\/\/talents2germany.de\/ag\/wp-json\/wp\/v2\/pages\/12617\/revisions"}],"wp:attachment":[{"href":"https:\/\/talents2germany.de\/ag\/wp-json\/wp\/v2\/media?parent=12617"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}