
Senior Web Crawler Specialist
1 week ago
We are seeking a skilled Web Scraping Engineer to develop high-throughput web crawling and scraping solutions.
This role involves designing and implementing web crawlers using Python, Scrapy, aiohttp, and Playwright.
- Design an HTTP-first crawler with a Playwright fallback for JavaScript-heavy pages.
- Implement sitemap diffing and conditional GETs for incremental runs.
- Build a lightweight classifier to route HTTP and Playwright requests.
- Enforce per-domain throttles and backoff, as well as URL normalization and canonicalization.
- Handle PDF discovery and download with size and concurrency constraints.
The ideal candidate will have 4+ years of experience with Python and 2+ years of building production web crawlers at scale. They should be proficient in Scrapy or aiohttp/asyncio and Playwright in production, as well as confident in CSS/XPath, schema.org/JSON-LD, and HTML parsing.
They should also have hands-on experience with ETag/Last-Modified, retries, backoff, and HTTP caching, as well as API consumption and building small internal services.
Automation and orchestration experience is required, including Airflow/Celery for scheduled runs and monitoring. Queues, Docker, Linux basics, and comfort with logs/metrics are essential.
Strong communication skills and ownership are crucial for this role.
Key RequirementsMust-haves:
- 4+ years of Python experience, including 2+ years building production web crawlers.
- Experience with Scrapy or aiohttp/asyncio and Playwright in production.
- Confidence in CSS/XPath, schema.org/JSON-LD, and HTML parsing.
- Hands-on experience with ETag/Last-Modified, retries, backoff, and HTTP caching.
- Experience with API consumption and building small internal services.
- Automation and orchestration experience with Airflow/Celery.
- Queues, Docker, Linux basics, and comfort with logs/metrics.
Nice-to-haves:
- Go or Node.js experience for high-performance crawlers.
- Cloud experience with AWS/GCP, S3, ECS/Kubernetes; Infrastructure as Code basics.
- Workflow engine experience with Airflow/Celery/Argo.
- Document extraction experience with Textract/Tika/Camelot/Tabula.
- Search/analytics experience with Elasticsearch/OpenSearch; warehousing (Snowflake/Postgres).
- Ship in small, measurable increments.
- Track coverage and freshness as key metrics.
- Prefer simple designs that are easy to operate at scale.
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