
Senior Machine Learning Specialist
1 week ago
- Job Overview:
We are seeking an accomplished AI/ML expert to design and build an intelligent system capable of interacting with websites, performing smart actions (clicking, downloading, form filling, navigation), and extracting data automatically.
The role involves combining AI techniques with web crawling/automation tools to create a scalable and efficient solution. The successful candidate will have hands-on experience with web automation frameworks and solid knowledge of AI/ML techniques such as NLP, reinforcement learning, or deep learning.
- Develop an AI-powered web automation system capable of interacting with websites intelligently.
- Implement web crawling, scraping, and automation workflows (e.g., navigating pages, handling dynamic content, downloading files).
- Integrate Natural Language Processing (NLP) or Reinforcement Learning techniques to make the system adaptable and smart (e.g., understanding page layouts, deciding next actions).
- Work with automation frameworks (e.g., Selenium, Playwright, Puppeteer, Scrapy) and AI frameworks (e.g., PyTorch, TensorFlow, Hugging Face).
- Ensure compliance with robots.txt, rate-limiting, and ethical scraping practices.
- Optimize the solution for scalability, reliability, and performance.
- Collaborate with stakeholders to refine requirements and deliver end-to-end features.
- Key Responsibilities:
The ideal candidate will have strong proficiency in Python (preferred) or similar programming languages, hands-on experience with web automation frameworks, and solid knowledge of AI/ML techniques. Experience in data extraction, crawling, and structured data processing is also required.
The candidate should have a strong understanding of HTTP, DOM, JavaScript rendering, cookies, and authentication mechanisms. Additionally, the ability to build intelligent decision-making systems and solve complex problems is essential.
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