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Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates expertise in data extraction workflows, ensuring accuracy and reliability of structured datasets from complex web sources. Proficient in Python web scraping, data validation, and cloud infrastructure management.
Highest-signal resume keywords
Python Web ScrapingBeautifulSoupSeleniumData ValidationAWS
ATS Keywords
Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills
Data ExtractionData CleaningData NormalizationDynamic Content HandlingAPI IntegrationAnti-Bot MechanismsBatch ProcessingParallelizationHTML ParsingTroubleshooting
Soft Skills
Attention To DetailSelf-Directed Work Ethic
Tools & Technologies
DockerLangChainOpenRouter
Industry Keywords
Data EngineeringWeb ScrapingAutomationCloud Infrastructure
Tech Stack
Tools & technologiesAWSCloudDockerJavaScriptPythonSelenium
About the role
Key responsibilities & impact- Own end-to-end data extraction workflows across complex websites
- Ensure complete coverage, accuracy, and reliable delivery of structured datasets
- Use tools and custom workflows to accelerate data collection, validation, and task execution
- Extract data reliably from dynamic and interactive web sources, including JavaScript-rendered content
- Adapt scraping approaches to changing site behavior
- Enforce data quality through validation checks, cross-source consistency controls, formatting specifications, and systematic verification
- Scale scraping operations for large datasets using efficient batching or parallelization
- Monitor failures and maintain stability against minor site structure changes
Requirements
What you’ll need- At least 5+ years of relevant experience in data engineering, web scraping, automation, or software development
- Bachelor’s or Master’s Degree in Engineering, Applied Mathematics, Computer Science, or related technical fields is a plus
- Strong experience in Python web scraping, including BeautifulSoup, Selenium or similar, dynamic content, and APIs via proxies
- Proven ability to extract data from complex structures such as hierarchies, archived pages, and inconsistent HTML
- Solid background in data cleaning, normalization, and validation
- Experience handling anti-bot mechanisms and dynamic site structures at scale
- Experience with cloud infrastructure such as AWS or equivalent and Docker containerization
- Hands-on experience with LLM frameworks such as LangChain, OpenRouter, or similar applied to automation tasks
- Strong attention to detail and commitment to data accuracy
- Self-directed work ethic and ability to troubleshoot independently
- English proficiency at Upper-intermediate (B2) or above
- GitHub link is a plus
Benefits
Comp & perks- Freelance opportunity
- Part-time remote work
- Estimated 10–20 hours per week during active project phases
- Compensation up to $40 per hour equivalent, depending on level and pace of contribution
- Access to innovative technology projects through the Mindrift platform