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Project (simple): A desktop web system that helps underemployed workers find high-demand jobs by using real-time labor-market data. Workers (or partner orgs) submit a short profile—skills, languages, ZIP, commute. The system ingests fresh jobs from public APIs, cleans them, and ranks Top-5 matches per worker with an explainable note (“WhyMatch”: skills hit, local, posted X days ago). Admins can send matches by email/SMS and track outcomes (Applied → Interview → Offer → Hired) on a small dashboard. It’s privacy-light, volunteer-friendly, and built to run weekly with minimal clicks. Core features (brief): • Live jobs: pulls and de-dupes roles from real-time sources (e.g., Adzuna/USAJOBS). • Transparent matching: score = skills fit + location + posting recency (plain-English “WhyMatch”). • Simple intake: bilingual forms for workers and employers. • Operations: one “Run Match” button; KPI tiles for matches/interviews/hires. • Partner mode: libraries/ESL groups can do assisted intake; minimal PII and consent built in. Very flexible on way it gets done.
Project ID: 39721571
93 proposals
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Active 9 mos ago
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93 freelancers are bidding on average $670 USD for this job

Hello, I understand you need a desktop web system for matching underemployed workers with high-demand jobs using real-time labor-market data. My approach will involve designing a platform that allows users to submit their profiles easily while integrating with public APIs to fetch and process job listings. I will ensure the matching system is transparent and user-friendly, providing clear explanations for each match. The admin dashboard will be straightforward, allowing tracking of the entire hiring process. I am experienced in web development, API integration, and database management, ensuring a robust solution that meets your requirements. I look forward to producing a system that is both effective and easy to use for workers and partner organizations. What specific public APIs do you prefer for fetching job data, and are there any additional user features you would like to include? Thanks, Muhammad Awais
$750 USD in 12 days
9.1
9.1

Hello, Your project to develop a Labor-Market Based Job Matching System aligns perfectly with our expertise in creating efficient and user-friendly platforms. We understand the importance of leveraging real-time labor market data to connect underemployed workers with high-demand jobs through a transparent and streamlined process. A2 Design has a proven track record in building scalable systems like TutorTime, an online marketplace connecting students and tutors globally, and Shredex, an ERP system that automates and optimizes workflows. Our experience with Laravel and MySQL positions us well to implement the core features you've outlined, ensuring a simple intake process and effective match tracking through an intuitive dashboard. Let’s discuss how we can bring your vision to life. Reach out to explore the next steps!
$420 USD in 4 days
8.8
8.8

⭐⭐⭐⭐⭐ Create a Desktop Web System for Job Matching with Real-Time Data ❇️ Hi My Friend, I hope you're doing well. I've reviewed your project requirements and see you're looking for a desktop web system to help underemployed workers find high-demand jobs. You don’t need to look any further; Zohaib is here to help you! My team has successfully completed 50+ similar projects focused on job matching systems. I will create a user-friendly platform that pulls real-time job data, cleans it, and ranks the best matches for each worker. ➡️ Why Me? I can easily build your job matching system as I have 5 years of experience in web development, specializing in job portals. My expertise includes API integration, data processing, and user interface design. Additionally, I have a strong grip on technologies like JavaScript, HTML, and CSS, ensuring a robust and efficient solution for your needs. ➡️ Let's have a quick chat to discuss your project in detail and let me show you samples of my previous work. I'm looking forward to discussing this with you in our chat. ➡️ Skills & Experience: ✅ Web Development ✅ API Integration ✅ Data Processing ✅ User Interface Design ✅ Database Management ✅ Job Matching Algorithms ✅ Frontend Technologies ✅ Bilingual Form Design ✅ Dashboard Development ✅ Email/SMS Notifications ✅ Real-Time Data Handling ✅ Privacy Compliance Waiting for your response! Best Regards, Zohaib
$350 USD in 2 days
7.8
7.8

Hi willk20, This labor-market job matching system is a meaningful project, and it aligns well with our expertise in building data-driven web applications. We have experience developing similar matching systems that integrate real-time job data, implement transparent scoring algorithms, and provide intuitive dashboards. The features you're describing—live job ingestion, explainable matching, and bilingual intake forms—are well within our capability. We can create a scalable, privacy-conscious solution that meets your requirements and supports weekly operations with minimal complexity. I'd love to discuss your vision and how we can bring this project to life. Best, Adil
$750 USD in 7 days
7.1
7.1

Hi, This is Elias from Miami. I’ve gone through the project details, and from what I understand, the goal is to create a desktop web system that helps underemployed workers quickly find high-demand jobs by pulling real-time labor-market data, matching it to their profile, and giving them clear, “explainable” recommendations. I have over 10 years of experience in this field and I’m especially interested because I’ve built platforms that connect users with real-time data feeds and transform them into clean, actionable dashboards. I’d love the opportunity to discuss how I can bring this vision to life. Let’s connect to go over the details and refine the best approach. Additionally, I have a few questions regarding your project, which I believe will help me better understand your specific needs and requirements. Q1: Do you want the “Run Match” feature to operate as a manual trigger only, or should it also run automatically on a schedule (e.g., weekly cron job)? Q2: For the bilingual intake forms, which languages are top priority at launch besides English? Q3: On the admin dashboard, should the outcome tracking (Applied → Interview → Offer → Hired) be updated manually by staff, or do you want to connect it to employer feedback feeds? Looking forward to hearing from you. Regards.
$500 USD in 7 days
6.8
6.8

Hello, I am a senior developer with over 7 years of experience in web and mobile development, I have strong hands-on knowledge of website development, OOP, Node.js, React Native, AWS, Git, Linux administration, WordPress CMS, backend development, mobile development, Flutter (Dart), Firebase, and front-end tasks (React, Vue, Angular, Bootstrap, CSS3, jQuery), among others. I am seeking an interesting role with daily challenges. Let's connect in chat so we can discuss this further. Thanks..!!
$500 USD in 7 days
6.6
6.6

I've developed similar job matching systems using Python (Flask/Django), PostgreSQL, and Elasticsearch for efficient search and indexing, achieving 95% accuracy in candidate-job matching. My experience includes implementing robust NLP techniques for resume parsing and keyword extraction, ensuring optimal candidate discovery. My approach begins with database schema design optimized for speed and scalability, leveraging PostgreSQL’s advanced features. Next, I’ll build a RESTful API using Flask/Django, integrating Elasticsearch for full-text search and relevance scoring. Finally, I'll develop a user-friendly, responsive web interface using modern JavaScript frameworks, focusing on intuitive navigation and data visualization. Let's discuss this further. Could you share details on the desired job categories and data sources to ensure the system perfectly aligns with your labor market needs?
$606.27 USD in 21 days
6.6
6.6

Hi, I 've check your project " Labor-Market Based Job Matching System " carefully and understood what you want. I am senior full stack developer with 10 years of experience who is good at Web Development, API Development, MySQL, PHP, Data Integration, Excel, Software Architecture and Database Management and I think I can complete your project with similiar experience. I would like to have a brief discussion for your project very soon. Best regards, Benjamin
$250 USD in 7 days
6.2
6.2

Hi willk20, I came across your project "Labor-Market Based Job Matching System" and I'm confident I can help you with it. About Me: I'm a agency owner with over 8+ years of experience in PHP, MySQL, API Development, Web Development. , and I understand exactly what’s needed to deliver high-quality results on time. Why Choose Me? - ✅ Expertise in required Technologies and 1 year post deployment free support - ✅ On-time delivery and excellent communication - ✅ 100% satisfaction guarantee Let’s discuss your project in more detail. I’m available to start immediately and would love to hear more about your goals. Looking forward to working with you! Best regards, Deepak
$600 USD in 10 days
5.8
5.8

We are a perfect match-Your search is over I have extensive experience in developing web systems that seamlessly integrate real-time data to provide users with the most relevant information. One similar project I worked on involved creating a job matching platform for freelancers based on their skills and availability, with automated notifications for new job listings. To complete your project, we can follow these steps: 1. Develop a user-friendly interface for workers to input their skills and preferences. 2. Integrate APIs to fetch and clean job listings in real-time. 3. Implement a ranking algorithm to match workers with suitable job openings. 4. Create an admin dashboard to track the progress of job applications. 5. Ensure data privacy and security measures are in place for all user information. While new to Freelancer, I guarantee punctuality, attention to detail, and effective communication throughout the project. Let's chat—I'm ready to bring your vision to life.
$400 USD in 14 days
5.5
5.5

Hello, Your idea is powerful and I’d love to bring it to life. I can create a smooth, user-friendly system that helps workers quickly find the right opportunities, with clear matching notes and a simple dashboard that keeps everything effortless. The focus will be on flexibility, privacy, and ease so it runs seamlessly with just a few clicks. I’m excited to get started and make this vision real for you. Best Wishes Fizza Nadeem
$400 USD in 5 days
5.3
5.3

I see you’re looking for a developer to build a desktop web system that matches underemployed workers with high-demand jobs using real-time labor-market data, transparent scoring, and minimal-effort weekly operations. I can create an intuitive platform with worker profiles, automated job ingestion, “WhyMatch” explanations, and an admin dashboard for tracking outcomes. I'm experienced and have a proven track record in web development and data-driven job-matching systems and can help your business achieve goals. Thank you.
$500 USD in 7 days
4.9
4.9

Good Day willk20, As a senior developer experienced in creating efficient web systems, I can design and develop a desktop web system for labor-market based job matching that meets all your requirements. With a focus on real-time labor-market data, the system will allow underemployed workers to submit profiles and receive Top-5 job matches with transparent explanations. The system will feature live job updates, transparent matching criteria, user-friendly intake forms, easy operations with a single click, and a partner mode for assisted intake. Why Choose me? - Unlimited Revisions: Ensuring the system meets your needs. - Unique Creations: Tailored to your specific requirements. - Money-Back Guarantee: Ensuring your satisfaction. - 24/7 Communication: Available for any queries. - Timely Delivery: Projects completed promptly. Let's discuss your project further in detail. Thank you & Regards, Leena.
$250 USD in 2 days
5.1
5.1

Hi, leveraging my robust talents in MySQL and PHP, I'm well-equipped to build the high-quality, labor-market based job matching system you need. Not only do I have extensive experience developing desktop web applications but I've also harnessed these skills for projects involving real-time data just like yours. From pulling, de-duping, and cleaning job data from multiple APIs to creating meaningful explanations ("WhyMatch") that enable users to understand their match ranking, my solutions prioritize both functionality and clarity. Additionally, I'm an ardent subscriber of ethical design principles which align with the "privacy-light" approach you desire. I guarantee the confidentiality of workers' personal information while ensuring a seamless user experience. My track record also demonstrates a knack for post-deployment optimization - which includes keeping administrative processes simple yet efficient for minimal weekly execution time and comprehensive outcome tracking. Moreover, my keen interest in emerging technologies such as AI means that your project will benefit from not just cutting-edge functionalities but also a solution that is adaptable and well-prepared for the future demands. All in all, my blend of technical expertise, excessive interest in your project's mission and commitment to providing successful results makes me ideally prepared to deliver not just impactful but also reliable solutions for your labor-market based job matching system.
$500 USD in 7 days
5.4
5.4

Hello, As an experienced full-stack developer with more than a decade under my belt, I am confident in my ability to deliver a high-quality labor-market job matching system for you. What I believe sets me apart is not just my proficiency in MySQL, PHP or Web Development but also my passion and attention to detail that drive me to provide polished and efficient products. My UI design skills, which have been lauded by users of my previous creations used by hundreds of thousands of people, will ensure your system is intuitive and comfortable for users, regardless of technical expertise. Moreover, the fact that I specialize in React development makes me particularly well-suited for the project. React's robustness combined with its speed are crucial for building a real-time web system like the one you require. And with respect to your desired functions such as digesting "fresh jobs" from public APIs or sending out matches by email and SMS – I have proven myself capable of handling larger volumes of data and executing such tasks efficiently. Most importantly, my work is always centered around users' experiences and needs. Given this project's importance in helping underemployed workers find opportunities through filtering through the plethora of available job openings, I understand the sensitivity involved and promise to build a privacy-light and volunteer-friendly system while ensuring it runs weekly with minimal manual intervention. It Thanks!
$250 USD in 3 days
4.9
4.9

Hello there. , Good evening I’ve carefully checked your requirements and really interested in this job. I’m full stack node.js developer working at large-scale apps as a lead developer with U.S. and European teams. I’m offering best quality and highest performance at lowest price. I can complete your project on time and your will experience great satisfaction with me. I’m well versed in React/Redux, Angular JS, Vue, TypeScript, Node JS, Ruby on Rails, django, .net, html/css as well as javascript, jquery, web3, and solidity. I have rich experienced in Excel, API Development, PHP, Database Management, Data Integration, Software Architecture, MySQL and Web Development. For more information about me, please refer to my portfolios. I’m ready to discuss your project and start immediately. Looking forward to hearing you back and discussing all details.. Thanks Angel
$250 USD in 10 days
5.1
5.1

Hi There!!! I have thoroughly reviewed your project description and understand you need a simple desktop web system that matches underemployed workers to high-demand jobs using live labor-market data, with clear “WhyMatch” explanations and an admin dashboard for tracking. I am best fit for this project because I have strong experience integrating APIs, building user-friendly dashboards, and creating scalable matching algorithms. * Real-time job data ingestion and deduplication from public sources * Transparent matching with easy-to-understand scoring notes * Bilingual simple intake forms and volunteer-friendly operations with minimal PII I provide UI/UX design, database management, thorough testing, and deliver clean source code at project completion. With 9+ years experience as a full stack developer, I have built job portals and data-driven matching platforms that focus on user privacy and simplicity. We have developed recruitment systems with live data feeds and clear candidate-job matching explanations. Looking forward to chat with you for make a deal Best Regards Elisha Mariam!
$257 USD in 7 days
4.6
4.6

Hello willk20, I’ve reviewed your project description and believe I’m an excellent fit for this role. I recently completed a similar project just a month ago. My background covers PHP, Excel, Software Architecture, MySQL, Web Development, Data Integration, Database Management, API Development. Let's connect in chat so that we discuss this further. Thank You
$430 USD in 1 day
4.5
4.5

Hello, I'm excited about the opportunity to create a Labor-Market Based Job Matching System that will truly empower underemployed workers! Your vision of a simple yet powerful desktop web system resonates with my passion for using technology to make a difference. With my extensive experience in PHP, software architecture, and API development, I can build a robust platform that seamlessly ingests real-time job data from various public APIs. I will ensure the matching algorithm is not only efficient but also user-friendly, providing clear explanations for each match. I also understand the importance of privacy and ease of use, so I will integrate simple, bilingual forms and a clear dashboard for admins to monitor outcomes. Your project’s flexibility aligns perfectly with my collaborative approach, ensuring we can adapt as needed throughout the development process. Thanks, ALESSIO
$400 USD in 7 days
4.6
4.6

Hello willk20, I'm Liam, a seasoned professional with over 7 years of experience in PHP, Web Development, and MySQL. I have carefully reviewed your project requirements for the Labor-Market Based Job Matching System and I am excited about the opportunity to work on it. To tackle this project effectively, I plan to create a desktop web system that seamlessly integrates real-time labor-market data to match underemployed workers with high-demand jobs based on their skills, location, and job preferences. The system will feature live job updates, transparent matching algorithms, bilingual intake forms, an intuitive dashboard for admins, and a partner mode for assisted intake with minimal personal information requirements. With my extensive experience in job skills development and web development, I am confident that I can deliver a solution that aligns perfectly with your project vision. I would love to discuss further details with you in chat to ensure we are on the same page. Thanks, Liam
$500 USD in 1 day
4.6
4.6

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