skillfactor-pipeline/data/gated/cloud-devops-engineer.jsonl

{"job_id": "HikjeB8ilG9z6vtgAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks an Azure Cloud/DevOps Engineer, which is a direct synonym of 'cloud DevOps engineer' as per the provided list of also known as titles. The opening paragraph details responsibilities aligning with the ESCO definition (implementing and managing cloud solutions, automation, ", "title": "Azure Cloud/DevOps Engineer"}
{"job_id": "OTHCz3s9KntKXjptAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a \"Cloud DevOps Engineer\" (and uses synonyms in the description). The requirements align with the ESCO definition of implementing and managing continuous software delivery systems and cloud infrastructure automation.", "title": "Sr Cloud DevOps Engineer"}
{"job_id": "UERuyDRtMP6Rm_qWAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title includes 'Cloud / DevOps Engineer', which is a direct match for the target occupation. The opening paragraph does not contradict this; it describes the company and its mission but doesn't indicate a different role.", "title": "Cloud / DevOps Engineer"}
{"job_id": "Ph4l9gttpVwGbVAEAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad focuses on credential management (PKI, Intercede MyID), which is a *specialization* within cybersecurity, not DevOps engineering itself. While DevOps engineers might *use* credential management systems, this role is primarily about being an expert in those systems, not building and managi", "title": "Cloud DevOps / Credential Management Engineer"}
{"job_id": "hqWlMhmq4e-4c3uZAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a \"Cloud DevOps Engineer\" (with junior level specified). The description details experience requirements consistent with a DevOps role. Therefore it is directly relevant.", "title": "Jr Cloud DevOps Engineer Jobs"}
{"job_id": "h-TBljT8zVmtTSStAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a \"DevOps Engineer\" which is a direct synonym of the target occupation. The description focuses on core DevOps responsibilities like managing deployment pipelines and improving infrastructure security, aligning with the ESCO definition.", "title": "Cloud DevOps Engineer CI/CD, AWS & Kubernetes"}
{"job_id": "5wHmi1au5Qc6lmWqAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a \"DevOps Cloud Engineer\", which is a direct synonym of \"Cloud DevOps Engineer\" as per the provided list of also known as titles and the ESCO definition. The opening paragraph further confirms this by describing responsibilities aligning with implementing and managing con", "title": "Senior Cloud DevOps Engineer"}
{"job_id": "402vna8BMwmMyf2-AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a \"Devops Engineer\" (and variations like \"Senior Devops Engineer\") which is a direct synonym of the target occupation \"cloud DevOps engineer\". The description focuses on deployment and management of cloud infrastructure - core responsibilities of a Cloud DevOps Engineer a", "title": "Lead Cloud Devops Engineer"}
{"job_id": "ktYxupael8Fh1cxuAAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: designer", "title": "DevOps Engineer - Linux (Top Secret with agreement to obtain CI Poly)"}
{"job_id": "QxcgAvfJKeE86xngAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a \"Cloud DevOps Engineer\" (with 'Junior' as a seniority prefix). The description details responsibilities aligning with the ESCO definition - supporting cloud infrastructure and DevOps operations. This is a direct match for the target occupation.", "title": "Junior Cloud DevOps Engineer: Grow with AWS & Azure"}
{"job_id": "YeYG4OwTe-_v-81RAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a \"Multi-Cloud DevOps Engineer\" which is a direct synonym of the target occupation (cloud DevOps engineer). The description details responsibilities aligning with ESCO definition - setting up cloud environments and modernizing IT infrastructures.", "title": "Senior Multi-Cloud DevOps Engineer"}
{"job_id": "X7FyinQTvHel7PsvAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly mentions 'Cloud DevOps Engineer' in the title and focuses on implementing and supporting cloud infrastructure using tools like Terraform and Ansible - core responsibilities of a Cloud DevOps Engineer as defined by ESCO.", "title": "Junior Cloud DevOps Engineer"}
{"job_id": "nabgrD3sDRhpBtKVAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a \"DevOps Engineer\" which is a direct synonym of the target occupation. The description details responsibilities aligning with ESCO definition (infrastructure-as-code, CI/CD, cloud deployments). While it specifies a security clearance and government infrastructure focus, ", "title": "Cloud DevOps Engineer – Secure Gov Infra (TS/SCI)"}
{"job_id": "xkehdpdLbHeu3CO8AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'DevOps engineer' and describes responsibilities aligning with the ESCO definition (setting up cloud environments, provisioning infrastructure). The opening focuses on DevOps tasks and skills, making it directly relevant to the target occupation.", "title": "Multi-Cloud DevOps Engineer"}
{"job_id": "xXEQRYgPZe_obD0FAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a \"Senior DevOps Engineer\", which is a direct synonym of the target occupation as defined in ESCO. The description further details responsibilities aligning with implementing and managing continuous software delivery systems and cloud infrastructure automation.", "title": "Senior DevOps Engineer"}
{"job_id": "ASbh_oZXUgscQuoLAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title includes \"Cloud DevOps Engineer\" which is a direct match for the target occupation. The opening paragraph describes work that aligns with the ESCO definition of implementing and managing continuous software delivery systems using cloud technologies.", "title": "Senior Associate, Cloud DevOps Engineer"}
{"job_id": "z9D7W3KaVtaeo4WUAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a \"DevOps engineer\" and describes responsibilities aligning with the ESCO definition (managing cloud environments, provisioning infrastructure, supporting modernization). The opening focuses on core DevOps tasks like setting up cloud environments and managing server confi", "title": "Multi-Cloud DevOps Engineer, Senior"}
{"job_id": "4pDI_VIp9SeGTUZEAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks \"DevOps Engineers\" and the description aligns with the ESCO definition of a Cloud DevOps Engineer (implementing continuous delivery systems, automating environments). The longer title includes 'Software Engineer' which is common for DevOps roles that require coding skills", "title": "Senior Lead Software Engineer, DevOps (Cloud Operations Resilience Engineering)"}
{"job_id": "ymde0hhZSO1_sOkLAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a \"Cloud DevOps Engineer\" (with 'Junior' as a seniority prefix). The description details responsibilities directly aligned with the ESCO definition: infrastructure automation, cloud operations, CI/CD pipelines, and cloud application deployment. This clearly indicates hiri", "title": "Junior Cloud DevOps Engineer"}
{"job_id": "PKO5KQlkfb-T4FyaAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a \"DevOps Engineer\" and the description details responsibilities aligning with the ESCO definition (managing software delivery systems, orchestrating microservices, architecting platforms). The mention of AWS, Kubernetes, and Docker are tools used *by* DevOps Engineers, n", "title": "DevOps Engineer 4 or 5 - (AWS, Kubernetes, Docker)"}
{"job_id": "-_Wmu6wUVieFVrQMAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title explicitly mentions \"AWS DevOps Engineer\", which is a direct synonym of the target occupation (cloud DevOps engineer). The opening paragraph does not contradict this; it simply describes the company and its mission.", "title": "AWS DevOps Engineer"}
{"job_id": "-3w5yGa66QDv5Us4AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a \"Cloud DevOps Engineer\" (with 'Junior' as a seniority prefix). The description details tasks directly aligned with the ESCO definition: supporting cloud infrastructure, implementing Infrastructure as Code, and working with AWS/Azure resources. This clearly indicates hir", "title": "On-Site Cloud DevOps Engineer"}
{"job_id": "h6uoesxGgsLn6IUpAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a \"Cloud DevOps Engineer\" and describes responsibilities (CI/CD pipeline design, delivery automation) that align directly with the ESCO definition of a Cloud DevOps engineer. The mention of specific tools like Harness is within the scope of implementing those pipelines, n", "title": "Cloud DevOps Engineer (App Dev Ops / Harness)"}
{"job_id": "-GhCvTbS_gWINxgeAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a \"Cloud DevOps Engineer\" and the description focuses on core DevOps practices like pipelines, Kubernetes, and automation - all central to the ESCO definition. The seniority level (Senior) doesn't affect relevance.", "title": "Senior Cloud DevOps Engineer Jenkins, Kubernetes & Pipelines"}
{"job_id": "yEBtf6stVwZN07KAAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a \"Cloud/DevOps Engineer\" and the description details tasks directly aligned with the ESCO definition: infrastructure as code, CI/CD pipelines, container orchestration, DevSecOps practices, and operating cloud platforms. The seniority level (Senior) doesn't affect relevan", "title": "Senior Cloud/DevOps Engineer"}
{"job_id": "m5Yi7_nXU5d3ajWmAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is \"DevOps Engineer\", which is a direct synonym of the target occupation. The opening paragraph describes the company and its mission but does not contradict the stated role.", "title": "DevOps Engineer (Remote)"}
{"job_id": "idRzb5H26Nsc_obTAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a \"Cloud DevOps Engineer\", which is a direct match for the target occupation and its synonyms. The description focuses on implementing and maintaining cloud solutions and CI/CD processes - core responsibilities of a Cloud DevOps Engineer as defined in the ESCO definition.", "title": "Cloud DevOps Engineer"}
{"job_id": "5bgLHZM4vO4q0LvrAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a \"DevOps Engineer\" and describes responsibilities (deployment, operation, reliability of infrastructure, automation) that align directly with the ESCO definition of a Cloud DevOps engineer. The 'Field' aspect indicates a specific deployment context (edge computing), but ", "title": "Field & Cloud DevOps Engineer (Edge Infrastructure)"}
{"job_id": "U39uPzwG57bX11faAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly mentions \"DevOps Engineer\" in the title and opening, aligning directly with the target occupation. The description details responsibilities within DevSecOps which is a specialization of DevOps.", "title": "Junior DevOps Engineer with Security Clearance"}
{"job_id": "Yhg1OREr5OMh2PWdAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a \"Senior Cloud DevOps Engineer\". The opening paragraph details responsibilities directly aligned with the ESCO definition: supporting mission-critical applications in cloud environments (AWS/Azure), which falls under implementing and managing continuous software delivery", "title": "Senior Cloud DevOps Engineer"}
{"job_id": "L0D4SG8Sa0dg8PBdAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a \"Cloud DevOps Engineer\" and the description details duties directly aligned with the ESCO definition: streamlining software delivery pipelines using CI/CD technologies, automating build/test/deploy processes, and working with cloud platforms (AWS). The mention of DevSec", "title": "Cloud DevOps Engineer (Hybrid) - TS/SCI Required"}
{"job_id": "RL4T-YPJBhrYNDReAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title includes 'Cloud/DevOps Engineer', which is a direct match for the target occupation. The opening paragraph describes responsibilities aligning with the ESCO definition - deployment, monitoring, optimization of cloud platforms and DevOps practices. While it mentions working with data", "title": "Cloud/DevOps Engineer"}
{"job_id": "TGIo1Xa2UTajCglIAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'Cloud DevOps Engineer' and the description details tasks directly aligned with the ESCO definition: architecting, building, deploying, sustaining cloud environments, utilizing CI/CD pipelines, containerization, and supporting software development - all core responsibil", "title": "Cloud DevOps Engineer"}
{"job_id": "fWNUtEFqJEMCwmRFAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad immediately focuses on a security clearance requirement (TS/SCI with polygraph) which is not part of the ESCO definition for Cloud DevOps Engineer. While the role *title* matches, the opening strongly suggests this is a government/intelligence position requiring specific clearances, makin", "title": "Cloud DevOps Engineer (AWSMSA-01.080124)"}
{"job_id": "KRgZfoAPTpYBtWJ_AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a \"Cloud DevOps Engineer\" and the description focuses on core DevOps practices like IaC, CI/CD pipelines, and cloud solution development - aligning directly with the ESCO definition.", "title": "Cloud DevOps Engineer"}
{"job_id": "so1iRUYO_Z4PBr_SAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly includes \"DevOps Engineer\" in the title and the initial requirements align with DevOps practices (software development lifecycle, automated testing, UNIX/Linux experience). While it also mentions 'Software Engineer', the presence of 'DevOps Engineer' makes it a relevant adverti", "title": "AWS Cloud Software Engineer / DevOps Engineer"}
{"job_id": "sJnRKG6bEMICXkpDAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad immediately focuses on a security clearance requirement (TS/SCI with polygraph) which is not part of the ESCO definition for Cloud DevOps Engineer. While the role *title* matches, the opening strongly suggests this is a government/intelligence position requiring specific clearances, makin", "title": "Cloud DevOps Engineer   (AWSMSA-01.080124)"}
{"job_id": "mG2VAJPUFI-MdVpEAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is a direct match for the target occupation. The opening paragraph describes responsibilities aligning with the ESCO definition - implementing cloud solutions, engineering infrastructure, and supporting customers which are all core tasks of a Cloud DevOps Engineer.", "title": "Cloud DevOps Engineer"}
{"job_id": "tKbP-C6_9GOpDLocAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title includes \"Cloud Devops Specialist\", which is a direct synonym of the target occupation. The opening describes responsibilities related to software development, deployment and integration - core tasks for a DevOps engineer as defined in the ESCO definition.", "title": "Cloud Devops Specialist - Full Time Position"}
{"job_id": "d1GMFYETuOKV82DUAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly mentions \"DevOps Engineer\" in both the title and opening lines, alongside related cloud technologies (AWS) and practices (IaC, automation). The described responsibilities align directly with the ESCO definition of a Cloud DevOps engineer: designing, developing, deploying, and m", "title": "AWS Cloud Software Engineer / DevOps Engineer"}
{"job_id": "TyvcL5FZ87Hhnn36AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a \"Cloud DevOps Engineer\", which is a direct match for the target occupation and its synonyms. The opening paragraph further confirms this by stating they are seeking someone for that role.", "title": "Cloud DevOps Engineer"}
{"job_id": "SHers-xa5kEZZiLpAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a \"Cloud & DevOps Engineer\" which is a direct synonym of the target occupation. The description details tasks directly aligned with the ESCO definition: infrastructure as code, CI/CD pipelines, container orchestration, and DevSecOps practices.", "title": "Senior Cloud & DevOps Engineer"}
{"job_id": "QDDbUNQQrVrchxqeAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a \"DevOps Cloud Engineer\", which is a direct synonym of the target occupation (cloud DevOps engineer). The description details responsibilities aligning with ESCO definition - deployment, maintenance and monitoring of tools using technologies like Kubernetes, Terraform an", "title": "DevOps Cloud Engineer"}
{"job_id": "LmpKCKf9dMWC_gT_AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a \"DevOps Engineer\" which is a direct synonym of the target occupation. The description focuses on tasks directly aligned with the ESCO definition (streamlining software development lifecycle, Infrastructure as Code, cloud solutions).", "title": "Remote DevOps Engineer - Cloud, IaC & Automation"}
{"job_id": "sskTvNnk1I6UC7aFAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a Cloud/DevOps Engineer, which is a direct synonym of the target occupation as defined in ESCO. The description focuses on tasks directly related to implementing and managing continuous software delivery systems and cloud infrastructure automation - core responsibilities ", "title": "Cloud/DevOps Engineer"}
{"job_id": "C3T_4UYvvNvJV77YAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly mentions \"DevOps Engineer\" in both the title and opening lines, alongside related cloud technologies (AWS). The description of responsibilities aligns directly with the ESCO definition of a Cloud DevOps engineer - designing, developing, deploying, and maintaining cloud infrastr", "title": "AWS Cloud Software Engineer / DevOps Engineer"}
{"job_id": "VDTgpMqs7C2msbe6AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly mentions \"DEVOPS\" in the title and focuses on CI/CD pipelines, GKE (a key DevOps tool), and infrastructure as code - all core responsibilities of a Cloud DevOps Engineer according to the ESCO definition. The role is fundamentally about implementing and managing continuous deliv", "title": "ANB002: Cloud Infrastructure Engineer – DEVOPS ( Kubernetes )"}
{"job_id": "nugy8WuiBb0wEeWmAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job title includes \"DevOps Administrator\", which is a direct synonym of \"devops engineer\" according to the provided list. While it also mentions SDLC Process Analyst, the DevOps aspect is prominent enough to qualify as relevant.", "title": "Azure DevOps Administrator & SDLC Process Analyst"}
{"job_id": "tf5tFtGvb7ptfilwAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly mentions 'DevOps' multiple times and focuses on skills directly related to implementing and managing continuous software delivery systems (build pipelines, automation). While it also highlights C# skills, the core responsibilities align with the ESCO definition of a Cloud DevOp", "title": "Devops Analyst"}
{"job_id": "hyxRDqfaE9hx3rO9AAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: sales", "title": "Salesforce DevOps Analyst"}
{"job_id": "GdGvqrCrBy1SmxniAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a Business Analyst role, which is distinctly different from a Cloud DevOps Engineer. While it mentions Azure DevOps as a *tool* used in the role, the primary function is business analysis and stakeholder management, not implementing and managing continuous software delivery systems", "title": "Senior Business Analyst: Azure DevOps & Stakeholder Lead"}
{"job_id": "dtqPhePXpPVMyNT6AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a \"DevOps Engineer\" and describes responsibilities (CI/CD pipelines, infrastructure as code) that directly align with the ESCO definition of a Cloud DevOps engineer. The seniority level (\"Senior\") does not affect relevance.", "title": "Senior DevOps Engineer — Mission-Critical Data & Analytics"}
{"job_id": "FQtuDzwqAq2I0tEOAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a \"DevOps Developer\" which is listed as a synonym for Cloud DevOps Engineer in the provided definitions. The description focuses on delivery systems and methodologies aligning with the ESCO definition.", "title": "DevOps Developer (Experienced, Senior or Lead)"}
{"job_id": "r2fHWqz4uPJb-xWDAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job title includes 'DevOps' and focuses on CI/CD pipelines which are core responsibilities of a Cloud DevOps Engineer as defined in the ESCO definition (managing continuous software delivery systems). The opening describes a role that consults on projects, aligning with the 'devops consultant en", "title": "DevOps-CI/CD Pipeline Specialist - Project Delivery Senior Analyst"}
{"job_id": "afVult2FS568kzGDAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly mentions CI/CD & Platform Automation Engineer (DevOps) in the title and focuses on designing and developing automated pipelines for deployment - core responsibilities of a Cloud DevOps Engineer as defined by ESCO. The opening details align with implementing continuous software ", "title": "Software Development Engineer II- CI/CD & Platform Automation Engineer (DevOps)"}
{"job_id": "f4RZMYzrDjquMM8hAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title includes \"DevOps\" and the opening describes infrastructure analysis related to performance and automation - core responsibilities of a Cloud DevOps Engineer as defined by ESCO. While it also mentions 'Infrastructure Analyst', the DevOps aspect is prominent enough to consider this a ", "title": "DevOps & Infrastructure Analyst - Performance & Automation"}
{"job_id": "0eqdN3hEhffh_NtzAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a Business Analyst, which is a distinct role from a Cloud DevOps Engineer. While it mentions Azure DevOps (a tool used *by* DevOps engineers), the core responsibilities described – documenting business processes, project coordination, and stakeholder liaison – are those of a Busine", "title": "Federal IT Business Analyst — Azure DevOps & SQL"}
{"job_id": "mquvubDc3Ore_cspAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job description focuses heavily on systems administration, incident management, and maintaining existing environments (Dev/SIT/UAT/Perf/Prod). While DevOps engineers *touch* these areas, the core of their role is automation, CI/CD pipelines, infrastructure as code, and continuous delivery – none", "title": "DevOps Analyst"}
{"job_id": "2HVW4DvJr-2CwTgXAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job title explicitly includes \"DevOps Engineer\". While the opening is generic recruitment text, the title establishes relevance to the target occupation.", "title": "SDC BCM Tech DevOps Engineer---Senior--Dallas"}
{"job_id": "WaF_fWDKnimnD9xPAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad title and description focus on a Business Analyst role with some exposure to Azure DevOps tools. While 'Azure DevOps' appears in the title, the primary function is business analysis, not implementing and managing continuous software delivery systems as defined by the ESCO definition of a ", "title": "Agile Business Analyst Scrum SAFe Azure DevOps"}
{"job_id": "zJqUg8XEsbEQWXb_AAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad title is \"AV Infrastructure Analyst DevOps\". While it mentions \"DevOps\", the primary focus is on AV (Audio/Visual) infrastructure analysis. The requirements heavily emphasize experience in AV systems design and support (Crestron, Extron, Cisco collaboration endpoints), indicating that thi", "title": "AV Infrastructure Analyst DevOps 🏆"}
{"job_id": "294KXDJIMAhjF9D8AAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad title includes 'DevOps Engineer' but the opening focuses on a 'Platform Engineer with extensive Unix Administration acumen'. This suggests the role is primarily focused on platform/systems engineering rather than the continuous delivery and automation aspects central to Cloud DevOps Engin", "title": "Trad Analytics Model Development Senior (DevOps Engineer, Capital Markets)"}
{"job_id": "lAF3YJoqZxSKNFbfAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a Business Analyst role specifically focused on Azure DevOps Server (ADS). While ADS is *used by* DevOps engineers, a Business Analyst is a distinct role family that focuses on requirements gathering and process improvement, not the implementation and management of continuous deliv", "title": "Azure DevOps Server (ADS) Business Analyst (Winchester, VA)"}
{"job_id": "Qb5d59kmqZGwMLtvAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'DevOps Engineer'. While it mentions data engineering responsibilities, the core function described aligns with managing infrastructure and supporting development teams - key aspects of the ESCO definition for Cloud DevOps Engineers. The title is a direct match to the t", "title": "DevOps Engineer - TS/SCI with Poly required"}
{"job_id": "KXVmu5-GPXSoyBpNAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad title specifies \"GIS DevOps Engineer\". While it contains \"DevOps Engineer\", the addition of \"GIS\" (Geographic Information System) fundamentally changes the role. A GIS DevOps engineer would focus on DevOps practices *specifically for GIS applications and infrastructure*, which is a specia", "title": "GIS DevOps Engineer"}
{"job_id": "LiN0b97epfxUqiouAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a \"DevOps Engineer\". The opening text further confirms this by stating they are looking for a talented DevOps Engineer. While it includes security clearance requirements (TS/SCI with Polygraph), these are qualifications *for* the role and do not change the core occupation", "title": "DevOps Engineer-TS/SCI with Poly"}