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I will build a custom automated job intelligence platform
Nisa Tek
About this gig
Turn scattered job listings into an automated intelligence platform.
I will build a custom full-stack system that collects data from authorized/public sources, APIs, and career boards. You receive a maintainable platform that refreshes data, tracks market changes, and converts raw listings into useful insights.
Your platform can include:
- Multi-source API and web data collection
- Cleaning, normalization, and fingerprint deduplication
- PostgreSQL/Neon database
- New, active, and closed job tracking
- Scheduled or automated daily updates
- Company, category, remote-work, and salary analysis
- Interactive Streamlit/Plotly dashboards
- Filters, CSV/JSON exports, testing, and source monitoring
Proven through Global Job Intelligence: my live platform collects, processes, and updates data every day without manual operation. It combines six sources and 60 company career boards, manages nearly 20,000 records, and grows after every successful run.
Please message me before ordering with your sources, required fields, update frequency, and dashboard goals.
Live platform: https://global-job-intelligence.streamlit.app/?page=Overview
Portfolio: https://niisa0.github.io/
Get to know Nisa Tek
Nisa Tek
Python Developer for Data Analytics Automation and Web Scraping
- FromTurkey
- Member sinceJul 2023
- Avg. response time5 hours
Languages
Turkish, English
I help businesses turn raw data and repetitive workflows into automated data systems, interactive dashboards, and actionable insights.
From web scraping and API integration to data cleaning, PostgreSQL databases, scheduled pipelines, KPI dashboards, and downloadable Excel/CSV reports, I build complete Python solutions around your business goals—not just isolated scripts.
I focus on reliable automation, maintainable code, clear communication, and a professional handoff from requirements to delivery.
Portfolio: https://niisa0.github.io/
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FAQ
What do you need from me before starting?
Please provide the target website or API URLs, required data fields, preferred update frequency, dashboard goals, filters, export formats, and any authorized access or API documentation. Message me before ordering so I can review feasibility and confirm the correct package.
What counts as one data source?
One source means one distinct website, API, or company career-board integration. Sources with different structures, authentication methods, or endpoints may require separate integrations. Please share your target sources before ordering for an accurate scope review.
Can you collect data from any website?
I work with publicly accessible or properly authorized sources. Before accepting an order, I review the source structure, access requirements, technical feasibility, and applicable terms. Login-protected, restricted, or heavily protected sources may require a custom scope or may not be supported.
Will the platform update data automatically?
Automation depends on the selected package. Standard can include scheduled updates, while Premium includes a daily automated pipeline. The system can add new records, update existing ones, detect duplicates, and track listings that disappear from their source.
Can you integrate my existing data?
Yes. I can integrate compatible CSV, Excel, JSON, API, or PostgreSQL data into the platform. Please send a sample or schema before ordering so I can evaluate formatting, data quality, volume, and compatibility.
Are deployment and hosting included?
Deployment can be included when confirmed in the project scope. Third-party hosting, database, domain, proxy, or paid API fees are not included in the package price and remain the buyer's responsibility. I will explain any expected external costs before development.
Will I receive the source code?
Yes. All packages include the agreed project source code. Standard and Premium also include detailed code comments. Setup instructions and technical documentation are provided according to the selected package and confirmed scope.
Do you provide support after delivery?
I provide 7 days of support for bugs directly related to the agreed and delivered scope. New sources, new dashboard pages, design changes, or additional features are treated as separate work and can be added through Gig extras or a custom offer.
