




Summary: Seeking an experienced Python Developer to architect and build robust, secure, and scalable web scraping solutions using AWS and Playwright for complex web applications and secured portals. Highlights: 1. Architecting and building robust, secure, and scalable scraping solutions 2. Automate interactions with JavaScript-heavy and authentication-secured websites 3. Contribute to architectural decisions, tooling, and best practices **About the Role:** We are looking for an experienced **Python Developer** with expertise in **web scraping**, **automated portal interactions**, and **cloud\-native deployment** using **AWS**. The ideal candidate will have hands\-on experience working with **Playwright** for browser automation, managing **multi\-factor authentication (MFA)** flows, and deploying scalable scraping tasks via **AWS Lambda** and related services. You will assist in architecting and building robust, secure, and scalable scraping solutions that interact with complex web applications and secured portals. **Responsibilities:** * Assist with the design and implementation of advanced scraping solutions using **Python**, **Playwright**, and **AWS** services. * Automate interactions with JavaScript\-heavy and authentication\-secured websites, including handling **MFA**, CAPTCHAs, and session/token\-based login flows. * Architect scraping pipelines using **serverless AWS components** such as **Lambda**, **Step Functions**, **S3**, **CloudWatch**, and **Secrets Manager**. * Build systems that scale to support high volumes of data extraction with fault tolerance, retries, and intelligent logging. * Integrate and manage complex workflows across multiple portals, APIs, and data sources. * Contribute to architectural decisions, tooling, and best practices. **Qualifications:** * 5\+ years of experience in Python development, with a strong focus on automation and data extraction. * Proven expertise in **web scraping** using tools like Playwright, Selenium, Scrapy, BeautifulSoup, and requests. * In\-depth experience handling **multi\-step authentication flows**, including **multi\-factor authentication (MFA)**, CAPTCHA solving, and session/cookie management. * Proficient in deploying and managing scraping workloads in **AWS**, particularly **Lambda**, **S3**, **IAM**, **CloudWatch**, and **Secrets Manager**. * Experience with **asynchronous programming**, **headless browsers**, and **JavaScript\-rendered content**. * Solid understanding of web protocols (HTTP, HTTPS, cookies, headers), and ability to reverse\-engineer network calls and authentication mechanisms. * Comfortable working with **APIs**, **JSON/XML**, and data transformation. **Preferred Qualifications:** * Experience with **CI/CD pipelines**, **Docker**, and infrastructure as code (e.g., CloudFormation, Terraform). * Familiarity with **data pipeline orchestration tools** such as Apache Airflow or AWS Step Functions. * Prior experience scraping from **secure or enterprise\-level portals** (e.g., financial, healthcare, legal). * Background in **data engineering** or **ETL workflows** is a plus. * Exposure to **Python testing frameworks** and writing unit/integration tests. **Education:** * Bachelor’s or Master’s degree in Computer Science, Software Engineering, or related field, or equivalent professional experience. We believe the best ideas and innovation happen when we are together. Employees in this role will work in the office four days, with the flexibility to work remotely one day (Friday). ### **Benefits** iCapital offers a comprehensive benefits package that includes a total compensation program consisting of competitive salary, annual performance bonus, and equity for all full\-time employees; healthcare with 100% employer\-paid health and dental insurance; and generous paid time off (PTO). For additional information on iCapital Network, please visit https://www.icapitalnetwork.com/about\-us Twitter: @icapitalnetwork \| LinkedIn: https://www.linkedin.com/company/icapital\-network\-inc


