About Mistral - At Mistral AI, we are a tight-knit, nimble team dedicated to bringing our cutting-edge AI technology to the world. - Our mission is to make AI ubiquitous and open. - We are creative, low-ego, team-spirited, and have been passionate about AI for years. - We hire people that foster in competitive environments, because they find them more fun to work in. - We hire passionate women and men from all over the world.- Our teams are distributed between France, UK and USA
Role Summary - We are seeking a skilled and motivated Web Crawling and Data Indexing Engineer to join our dynamic engineering team. - The ideal candidate will have a strong background in web scraping, data extraction, and indexing, with a focus on leveraging advanced tools and technologies to gather and process large-scale data from various web sources.- The role is based in Paris or London
Key Responsibilities - Develop and maintain web crawlers using Python libraries such as Beautiful Soup to extract data from target websites.- Utilize headless browsing techniques, such as Chrome DevTools, to automate and optimize data collection processes.- Collaborate with cross-functional teams to identify, scrape, and integrate data from APIs to support business objectives.- Create and implement efficient parsing patterns using regular expressions, XPaths, and CSS selectors to ensure accurate data extraction.- Design and manage distributed job queues using technologies such as Redis, Kubernetes, and Postgres to handle large-scale data processing tasks.- Develop strategies to monitor and ensure data quality, accuracy, and integrity throughout the crawling and indexing process.- Continuously improve and optimize existing web crawling infrastructure to maximize efficiency and adapt to new challenges.
Qualifications & profile - Bachelor’s or master’s degree in computer science, information systems, or information technology- Strong understanding of web technologies, data structures, and algorithms. - They should have knowledge of database management systems and data warehousing.- Programming Languages: Proficiency in programming languages such as Python, Java, or C++ is essential. - Masterings of Web Technologies: Understanding of HTML, CSS, and JavaScript is crucial to navigate and scrape data from websites. - Knowledge of HTTP and HTTPS protocols- A good understanding of data structures (like queues, stacks, and hash maps) and algorithms is necessary - Knowledge of databases (SQL or NoSQL) is important to store and manage the crawled data.- Understanding distributed systems and technologies like Hadoop or Spark Experience using web Scraping Libraries and Frameworks like Scrapy, BeautifulSoup, Selenium, or MechanicalSoup- Understanding how search engines work and how to optimize web crawling.- Experience in Machine Learning to improve the efficiency and accuracy of web crawling- Familiar with tools such as Pandas, NumPy, and Matplotlib to analyze and visualize data.
Benefits - Daily lunch vouchers - Contribution to a Gympass subscription - Monthly contribution to a mobility pass - Full health insurance for you and your family - Generous parental leave policy
