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About Us:

Chryselys is a Great Place to Work Certified, Pharma Analytics & Business consulting company that delivers data-driven insights leveraging AI-powered, cloud-native platforms to achieve high-impact transformations.

We specialize in digital technologies and advanced data science techniques that provide strategic and operational insights.

Who we are:

People - Our team of industry veterans, advisors and senior strategists have diverse backgrounds and have worked at top tier companies.

Quality - Our goal is to deliver the value of a big five consulting company without the big five cost.

Technology - Our solutions are Business centric built on cloud native technologies.

Role summary: Own and extend a production-bound POC that combines resilient web-crawling engineering with an AWS Bedrock-based LLM verification agent, in a healthcare-data-compliance-sensitive context.

Responsibilities

• Replace scraped SERPs with a paid search API behind the existing search_domain() interface.
• Move fetch.py to async httpx with per-domain concurrency limits and politeness budgets.
• Introduce proxy rotation and egress management; retire the single-IP failure mode.
• Make failure loud: typed outcomes, structured logs, metrics, drift and volume alerts.
• Reverse-engineer payer XHR/JSON endpoints to replace Playwright recipes wherever possible.
• Honor robots.txt Disallow and Crawl-delay; build a per-domain ToS and licensing register.
• Containerize and schedule the pipeline; add CI running the offline tests on every change.
• Add HAR replay and golden-file parser tests on real payer HTML, plus daily canary crawls.

Experience - Required

• 8+ years in data acquisition; 5+ years owning a scraping platform end to end.
• Proven scale: 1,000+ distinct domains or 10M+ pages/month sustained in production.
• Rescued a brittle legacy scraper, with before/after reliability and cost numbers.
• Mentored engineers; set crawl standards, review practice, and on-call runbooks.
• Degree optional — equivalent practical experience is fully accepted.

Nice-to-Have

• US payer policy, formulary, or prior-authorization document domain knowledge.
• Open-source contributions to Scrapy, Playwright, Crawlee, or a parsing library.
• LLM-assisted extraction at controlled cost — we run AWS Bedrock in verifier/.
• Compliance or legal-review exposure on data acquisition programmes.

Why Join Us?

• Work on Advanced Analytical techniques using AI/ML in the Market Access functions for the pharmaceutical domain with industry-leading tools.
• Collaborate with Global and US teams to advance Market Access Contracting and Patient Analytics.
• Opportunity to drive AI/ML-based innovations in Market Access Analytics.
• Competitive salary, learning opportunities, and a dynamic work environment

Equal Employment Opportunity:

Chryselys is proud to be an Equal Employment Opportunity Employer. We celebrate diversity and are committed to creating an inclusive environment for all employees.

Connect with Us:

Follow us for updates and more opportunities: https://linkedin.com/company/chryselys/mycompany

Discover more about our team and culture: http://chryselys.com