# Job Skill Enhancement System

## CORE INSTRUCTION:
You are an AI that extracts and identifies coding languages and frameworks from job descriptions. Your goal is to find ALL relevant technical skills mentioned in the job posting, even if they're mentioned in different ways or aliases.

## INPUT DATA:
{
  "job": {"job_id":3876,"title":"Atlassian Consultant","company_name":"Eficode","description":"Welcome to Eficode!\n\nWe are building the future of software development - specialising in Atlassian, DevOps and AI, Agile, and Enterprise Service Management.\n\nAt Eficode, we’re passionate about sharing our knowledge—not just within our teams, but with the community around us as well. We invest heavily in our people, whether through conferences, training, or other growth opportunities. For our clients, we don't want to be just another cog in the machine; we aim to be the trusted evangelists who show what good truly looks like.\n\nFor the past consecutive years Eficode has been selected as Atlassian’s partner of the year, and we have built a solid presence in the Nordic Atlassian and DevOps market.\n\nAbout The Role And Who We Are Looking For\n\nWe are looking for a new team member to join our awesome team in Copenhagen to guide our customers in achieving their goals with Atlassian tools.\n\nAs An Atlassian Consultant At Eficode, You'll Be More Than Just a Configuration Expert; You'll Be a Trusted Advisor. You'll Work Directly With Our Customers To Understand Their Challenges And Transform Their Development And Business Processes. This Includes\n\n\nDesigning and implementing Atlassian solutions that are perfectly aligned with our customers' needs.\nLeading workshops to tackle complex problems, helping teams get the most out of tools like Jira and Confluence.\nMentoring and training our customers' teams, empowering them with the skills and knowledge to become self-sufficient. Your goal is to leave them stronger than you found them.\n\n\nThis role is about impact. You'll see the direct results of your work as you help teams become more efficient, collaborative, and successful.\n\nAnd we invest in you. We believe that a great consultant never stops learning. That's why we dedicate significant time to continuous training, internal knowledge sharing, and attending industry events and conferences.\n\nTechnical Skills\n\nA core requirement is deep knowledge of the main Atlassian products, particularly:\n\n\nJira administrator : experienced Jira admin will be prioritized.\nConfluence administrator: experience as Confluence administrator will also be prioritized, but not as essential as Jira admin experience.\nRovo: Some knowledge and experience with Rovo will be prioritized.\n\n\nOther Atlassian Products That You Might Have Experience With\n\n\nJira Software: For project management and issue tracking.\nJira Service Management: For IT service management (ITSM).\nConfluence: For team collaboration and knowledge management.\nBitbucket: For code management and collaboration.\nScriptrunner (Jira App): customization tool.\nBigPicture(Jira App) : project \/ portfolio management tool.\n\n\nSkills We Expect\n\n\nConfiguration and Administration: Knowledge of configuration and administration to effectively manage Atlassian products. This includes not only setting up core functionalities like workflows, schemes, and permissions but also mastering the complex area of Identity and Access Management (IAM). The ability to integrate and manage a client's users securely is a critical skill (e.g.: Identity Providers (IdPs), Active Directory (AD), Atlassian Guard). Experience with Jira automation rules, config and debug.\nJira Data Center migration & upgrades: Though we usually do not take over responsibility for Jira Data Centers we often have to do maintenance and upgrades as part of other projects like a migration to the Cloud or a merge of Data Center instances.\nREST API, Scripts & Automation: Understanding how Atlassian products connect with each other and with third-party tools. Sometimes the plugins are not enough and we need to create the solution. This usually includes communicating with the REST API using your favorite scripting language which could be cURL, Node.js, Java, Python or maybe even PHP.\nDatabases: Basic knowledge of databases like PostgreSQL or MySQL is helpful for troubleshooting on-premises instances.\nDevOps: The Atlassian tools are part of a whole and it is our job to make sure they fit in with the current DevOps practices, tools & culture as well as give advice on how Atlassian fits into the DevOps landscape.\n\n\nSoft Skills\n\nWe believe that being a great consultant is about more than just technical expertise. It's about how you use that knowledge to solve real-world problems for our customers. As such, we're looking for someone who excels in these key areas:\n\n\nCommunication: You're a natural listener and an empathetic problem-solver. You know how to ask the right questions to uncover a client's true needs and can explain even the most complex technical concepts in simple, clear terms for anyone in the room—from the development team to senior leadership.\nProblem-Solving: You love a good challenge. You have a knack for taking a complex business problem, breaking it down into manageable parts, and building a practical, effective solution using the Atlassian ecosystem. You're not just implementing a tool; you're solving a puzzle.\nAgile Expertise: You understand that using Jira doesn't automatically make a team Agile. You're an expert who can guide teams through the principles of Agile and Scrum, explaining the difference between the two and showing them how to scale their efforts and manage releases effectively with Atlassian tools.\nAdaptability & Curiosity: The tech landscape is always evolving, and so are we. You're a lifelong learner who is eager to explore new tools and features. You're comfortable testing different configurations and adapting to new challenges, constantly seeking a better way to do things.\nClient & Project Management: You're a master of managing expectations. You can organize tasks, keep projects on track, and ensure we deliver high-quality solutions on time and within scope. You build trust and maintain strong relationships with every client.\nDocumentation: You understand that a project isn't truly finished until it's documented. You have the skill to create clear and concise technical documentation that empowers clients and ensures long-term success.\n\n\nWe are looking for a candidate to join us from 1st of October 2025. Candidates will be interviewed on an ongoing basis. So please apply as soon as possible.\n\nWe will close the job ad once we have found the right candidate.\n\nIf you have any questions about the role, please reach out to Danny Lajer (Country Manager, Eficode Denmark) at danny.lajer@eficode.com.\n\nWe offer\n\nWe offer you the opportunity to be a part of a community passionate about delivering value and finding the right solutions for our customers.\n\nWith a culture of continuous learning, experimentation, and dedicated time each week for knowledge sharing, we foster an environment where individuals can be themselves and invest in their development.\n\nWe encourage our colleagues to read books such as Getting Naked by Patrick Lencioni and The Unicorn Project by Gene Kim. If you don't own a copy, no problem; you can use the office library, or we will get you an audio version.\n\nTrust, openness, and feedback are at the core of our values, ensuring that ideas are shared and collective and individual achievements are celebrated. You'll have the opportunity to collaborate with leading businesses, actively participate in the community, and foster collaboration beyond our offices. Backed by a supportive team, we take pride in how we deliver work while striving for high quality and each other's wellbeing.\n\nSalary Development\n\nAt Eficode, we believe your compensation should reflect the impact you make and how you grow along the way. Your salary develops through regular check-ins with your team lead, where we look at things like your skills, experience, client work, feedback, and overall contribution — both to your projects and to our culture. As a consultancy, it’s natural that factors like time spent on billable client work are part of the picture — but so are your development, collaboration, and everyday efforts that drive value. We also carry out a company-wide salary review once a year.\n\nOn top of your salary, we offer a broad mix of benefits, both financial and non-financial, to support your well-being, work-life balance, and professional growth.\n\nFind Out More About Our Benefits Here.\n\nAre you ready to join us?\n\nIf you're ready to make an impact and innovate in the world of Atlassian and DevOps, we encourage you to apply by submitting your CV and a cover letter describing your achievements and why you'd be a great addition to our team.\n\nPlease note this is a local position based in Copenhagen.\n\nAt Eficode we are committed to offering an inclusive recruitment process and equal opportunities for all applicants.\n\nWe are dedicated to creating a work environment that embraces diversity, inclusion, and respect for all employees. We believe that our differences make us better. We recognize that by having diverse perspectives, skills, ages, genders, backgrounds and cultures we will better drive our customers forward and innovate in our field.\n\nTo ensure a fair recruitment process, please refrain from sharing unnecessary personal information and your picture on your job application.\n\nEficode, better made possible.","brief_summary_of_job":null,"existing_skills_from_job":["Hybridarbejde","Fuldtid","JIRA","Scrum","Atlassian Suite","JavaScript","Problemløsning","Microsoft Excel","Oplæring","Projektstyring","IT-serviceadministration","Fejlfinding"],"existing_skills_from_database":[]},
  "coding_categories": {"languages":["Bash","C","C#","C++","CSS","Clojure","Dart","Elixir","Go","Groovy","Haskell","HTML","Java","JavaScript","Julia","Kotlin","Lua","MATLAB","Objective-C","Perl","PHP","PowerShell","Python","R","Ruby","Rust","Sass","Scala","SQL","Swift","TypeScript"],"frameworks":[".NET","Angular","Apache Spark","ASP.NET","AWS","Azure","Backbone.js","Bootstrap","CodeIgniter","Django","Docker","Ember.js","Express","FastAPI","Flask","Flutter","GCP","Hadoop","Ionic","jQuery","Kubernetes","Laravel","Meteor","NestJS","Next.js","Node.js","Nuxt.js","Phoenix","PyTorch","React","React Native","Ruby on Rails","Spring Boot","Svelte","Symfony","Tailwind CSS","TensorFlow","Vue.js","Xamarin"]},
  "skill_aliases": {"bash":"Bash","c":"C","c plus plus":"C++","C plus plus":"C++","c sharp":"C#","C sharp":"C#","c#":"C#","c++":"C++","clojure":"Clojure","cpp":"C++","dart":"Dart","elixir":"Elixir","go":"Go","golang":"Go","Golang":"Go","groovy":"Groovy","haskell":"Haskell","java":"Java","java script":"JavaScript","Java script":"JavaScript","javascript":"JavaScript","Javascript":"JavaScript","js":"JavaScript","JS":"JavaScript","es5":"JavaScript","ES5":"JavaScript","es6":"JavaScript","ES6":"JavaScript","julia":"Julia","kotlin":"Kotlin","lua":"Lua","matlab":"MATLAB","Matlab":"MATLAB","objective c":"Objective-C","Objective C":"Objective-C","objective-c":"Objective-C","objc":"Objective-C","ObjC":"Objective-C","obj-c":"Objective-C","Obj-C":"Objective-C","perl":"Perl","php":"PHP","Php":"PHP","powershell":"PowerShell","Power Shell":"PowerShell","python":"Python","py":"Python","Py":"Python","phyton":"Python","r":"R","ruby":"Ruby","rust":"Rust","scala":"Scala","swift":"Swift","typescript":"TypeScript","Typescript":"TypeScript","ts":"TypeScript","TS":"TypeScript","mysql":"MySQL","postgresql":"PostgreSQL","postgres":"PostgreSQL","mongodb":"MongoDB","mongo":"MongoDB","redis":"Redis","sqlite":"SQLite","oracle":"Oracle","mssql":"SQL Server","sql server":"SQL Server","aws":"AWS","amazon web services":"AWS","azure":"Azure","microsoft azure":"Azure","gcp":"GCP","google cloud platform":"GCP","google cloud":"GCP",".Net":".NET","angular":"Angular","angular js":"Angular","Angular js":"Angular","angularjs":"Angular","AngularJS":"Angular","apache spark":"Apache Spark","asp net":".NET","ASP net":".NET","asp.net":"ASP.NET","ASP.NET":".NET","asp.net core":".NET","ASP.NET Core":".NET","backbone":"Backbone.js","BackboneJS":"Backbone.js","backbone js":"Backbone.js","backbonejs":"Backbone.js","bootstrap":"Bootstrap","Bootstrap framework":"Bootstrap","twitter bootstrap":"Bootstrap","Twitter Bootstrap":"Bootstrap","code igniter":"CodeIgniter","codeigniter":"CodeIgniter","django":"Django","ember":"Ember.js","ember js":"Ember.js","emberjs":"Ember.js","EmberJS":"Ember.js","express":"Express","express.js":"Express","Express.js":"Express","expressjs":"Express","ExpressJS":"Express","fast api":"FastAPI","Fast api":"FastAPI","fastapi":"FastAPI","flask":"Flask","flutter":"Flutter","hadoop":"Hadoop","Hadoop":"Hadoop","ionic":"Ionic","Ionic framework":"Ionic","ionic framework":"Ionic","jquery":"jQuery","JQuery":"jQuery","JQUERY":"jQuery","laravel":"Laravel","meteor":"Meteor","meteor js":"Meteor","meteorjs":"Meteor","MeteorJS":"Meteor","nestjs":"NestJS","nest js":"NestJS","Nest JS":"NestJS","Nestjs":"NestJS","next js":"Next.js","Next js":"Next.js","next.js":"Next.js","nextjs":"Next.js","NextJS":"Next.js","node":"Node.js","Node":"Node.js","node.js":"Node.js","nodejs":"Node.js","NodeJS":"Node.js","nuxt js":"Nuxt.js","Nuxt js":"Nuxt.js","nuxt.js":"Nuxt.js","nuxtjs":"Nuxt.js","NuxtJS":"Nuxt.js","phoenix":"Phoenix","Phoenix framework":"Phoenix","pytorch":"PyTorch","Pytorch":"PyTorch","torch":"PyTorch","Torch":"PyTorch","react":"React","react.js":"React","React.js":"React","reactjs":"React","ReactJS":"React","react native":"React Native","ReactNative":"React Native","reactnative":"React Native","rn":"React Native","RN":"React Native","rails":"Ruby on Rails","Rails":"Ruby on Rails","ror":"Ruby on Rails","ROR":"Ruby on Rails","ruby on rails":"Ruby on Rails","Ruby On Rails":"Ruby on Rails","spark":"Apache Spark","Spark":"Apache Spark","spring":"Spring Boot","Spring":"Spring Boot","spring boot":"Spring Boot","Spring Boot":"Spring Boot","spring framework":"Spring Boot","Spring Framework":"Spring Boot","SpringBoot":"Spring Boot","springboot":"Spring Boot","svelte":"Svelte","symfony":"Symfony","tailwind":"Tailwind CSS","Tailwind":"Tailwind CSS","tailwind css":"Tailwind CSS","Tailwind Css":"Tailwind CSS","tailwindcss":"Tailwind CSS","TailwindCSS":"Tailwind CSS","tensorflow":"TensorFlow","Tensorflow":"TensorFlow","tensor flow":"TensorFlow","vue js":"Vue.js","vue.js":"Vue.js","vuejs":"Vue.js","VueJS":"Vue.js","xamarin":"Xamarin","Xamarin Forms":"Xamarin","Xamarin.forms":"Xamarin","docker":"Docker","kubernetes":"Kubernetes","k8s":"Kubernetes","github":"GitHub","gitlab":"GitLab","bitbucket":"Bitbucket","terraform":"Terraform","puppet":"Puppet","chef":"Chef","scrum":"Scrum","agile":"Agile","kanban":"Kanban","devops":"DevOps","ci\/cd":"CI\/CD","tdd":"TDD","bdd":"BDD","linux":"Linux","windows":"Windows","macos":"macOS","ubuntu":"Ubuntu","centos":"CentOS","debian":"Debian","junit":"JUnit","pytest":"PyTest","jest":"Jest","mocha":"Mocha","cypress":"Cypress","selenium":"Selenium","html":"HTML","HTML":"HTML","html5":"HTML","HTML5":"HTML","css":"CSS","CSS":"CSS","css3":"CSS","CSS3":"CSS","sass":"Sass","scss":"Sass","SCSS":"Sass","less":"Less","LESS":"Less","webpack":"Webpack","gulp":"Gulp","npm":"npm","yarn":"Yarn","sql":"SQL","vue":"Vue.js","full time":"Fuldtid","full-time":"Fuldtid","fuldtid":"Fuldtid","part time":"Deltid","part-time":"Deltid","deltid":"Deltid","contract":"Kontrakt","kontrakt":"Kontrakt","remote":"Fjernarbejde","fjernarbejde":"Fjernarbejde","hybrid":"Hybridarbejde","hybridarbejde":"Hybridarbejde","on-site":"Fysisk tilstedeværelse","onsite":"Fysisk tilstedeværelse","fysisk tilstedeværelse":"Fysisk tilstedeværelse"}
}

## TASK:
1. **Extract ALL coding languages and frameworks** mentioned in the job description
2. **Use the skill_aliases mapping** to normalize skill names (e.g., "JS" → "JavaScript", "React.js" → "React")
3. **Only include skills from the coding_categories** (languages and frameworks)
4. **Avoid duplicates** - if "JavaScript" and "JS" are both mentioned, only include "JavaScript"
5. **Be thorough** - look for skills mentioned in:
   - Job title
   - Job description
   - Brief summary
   - Requirements sections
   - Nice-to-have sections

## SKILL CATEGORIES TO EXTRACT:
- **Languages**: JavaScript, Python, Java, C#, PHP, Go, Rust, etc.
- **Frameworks**: React, Angular, Vue.js, Laravel, Django, Spring Boot, etc.

## EXCLUSION RULES:
- Do NOT include soft skills (communication, teamwork, etc.)
- Do NOT include methodologies (Agile, Scrum, etc.)
- Do NOT include general tools (Git, VS Code, etc.) unless they're specifically coding-related
- Do NOT include skills already in existing_skills_from_database

## OUTPUT FORMAT:
Return ONLY valid JSON in this exact structure:
{
  "job_id": <integer>,
  "extracted_skills": [
    {
      "skill_name": "<normalized_skill_name>",
      "category": "<languages|frameworks>",
      "confidence": <integer 0-100>,
      "mentioned_as": ["<original_mention_1>", "<original_mention_2>"],
      "context": "<brief_context_where_found>"
    }
  ],
  "reasoning": {
    "total_skills_found": <integer>,
    "skills_by_category": {
      "languages": ["<skill1>", "<skill2>"],
      "frameworks": ["<skill1>", "<skill2>"]
    },
    "duplicates_removed": ["<original_mention> → <normalized_name>"],
    "excluded_skills": ["<skill>", "<reason>"]
  },
  "confidence": <integer 0-100>
}

Return nothing outside the JSON object.

{
  "job_id": 3876,
  "extracted_skills": [
    {
      "skill_name": "JavaScript",
      "category": "languages",
      "confidence": 90,
      "mentioned_as": ["Java script", "javascript", "JS"],
      "context": "Understanding how Atlassian products connect with each other and with third-party tools."
    },
    {
      "skill_name": "Python",
      "category": "languages",
      "confidence": 80,
      "mentioned_as": ["Python"],
      "context": "Communicating with the REST API using your favorite scripting language."
    },
    {
      "skill_name": "Java",
      "category": "languages",
      "confidence": 70,
      "mentioned_as": ["Java"],
      "context": "Communicating with the REST API using your favorite scripting language."
    },
    {
      "skill_name": "PHP",
      "category": "languages",
      "confidence": 70,
      "mentioned_as": ["PHP"],
      "context": "Communicating with the REST API using your favorite scripting language."
    },
    {
      "skill_name": "Bitbucket",
      "category": "frameworks",
      "confidence": 85,
      "mentioned_as": ["Bitbucket"],
      "context": "For code management and collaboration."
    }
  ],
  "reasoning": {
    "total_skills_found": 5,
    "skills_by_category": {
      "languages": ["JavaScript", "Python", "Java", "PHP"],
      "frameworks": ["Bitbucket"]
    },
    "duplicates_removed": [],
    "excluded_skills": []
  },
  "confidence": 85
}