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Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates expertise in Python web scraping, data extraction, and automation, with a strong focus on data quality and accuracy. Proficient in handling complex data structures and utilizing cloud infrastructure and containerization for scalable solutions.
Highest-signal resume keywords
Python Web ScrapingData Extraction WorkflowsBeautifulSoupSeleniumCloud Infrastructure (AWS)
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 EngineeringAutomationData CleaningData NormalizationData ValidationDynamic Content ExtractionAPIs via ProxiesHandling Anti-Bot MechanismsLLM FrameworksScripting
Soft Skills
Attention to DetailSelf-Directed Work EthicProblem Solving
Tools & Technologies
DockerGoogle SheetsCSVJSONLangChainOpenRouter
Industry Keywords
Web ScrapingData ExtractionAutomationDynamic Site StructuresComplex Websites
Tech Stack
Tools & technologiesAWSCloudDockerJavaScriptPythonSelenium
About the role
Key responsibilities & impact- Handle 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 from dynamic and interactive web sources, adapting to JavaScript-rendered content and 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
- Apply Python web scraping, data extraction, processing, automation, and LLM tools within the Tendem project
- Work independently to solve non-trivial problems and troubleshoot technical issues
Requirements
What you’ll need- At least 5+ years of relevant experience in data engineering, web scraping, automation, or software development (required)
- Bachelor’s or Master’s Degree in Engineering, Applied Mathematics, Computer Science, or related technical fields is a plus
- Strong technical foundation and practical experience with scripting, automation, and data extraction workflows
- Strong experience in Python web scraping, including BeautifulSoup, Selenium or similar, dynamic content (JS, AJAX, infinite scroll), and APIs via proxies
- Ability to extract data from complex structures, including hierarchies, archived pages, and inconsistent HTML
- Solid background in data cleaning, normalization, and validation, delivering structured datasets in CSV, JSON, or Google Sheets
- Demonstrated experience handling anti-bot mechanisms and dynamic site structures at scale
- Experience with cloud infrastructure (AWS or equivalent) and containerization (Docker)
- 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: Upper-intermediate (B2) or above (required)
Benefits
Comp & perks- Part-time remote freelance opportunity
- Estimated workload of 10–20 hours per week during active phases (not guaranteed)
- Compensation up to $45 per hour equivalent, depending on level and pace of contribution
