technical recruiter
генерация резюме под вакансию
сопроводительное письмо
описание
Quik Hire Staffing develops and refines an AI-powered recruitment tool named Zara designed to automate candidate sourcing, screening, and engagement processes. The system aims to reduce hiring bias and improve talent acquisition efficiency for organizations worldwide.
задачи
- Design, implement, and optimize machine learning models to improve Zara’s candidate matching accuracy and efficiency;
- Develop and maintain backend infrastructure supporting natural language processing for resume parsing and job description analysis;
- Integrate Zara with applicant tracking systems, HR databases, and third-party job platforms via APIs;
- Collaborate with data scientists and product teams to refine AI training datasets and evaluate model performance metrics;
- Ensure compliance with privacy regulations and ethical AI standards in recruitment workflows.
требования
- Proficiency in Python, including experience with machine learning frameworks like TensorFlow or PyTorch;
- Strong background in natural language processing, including experience with libraries such as spaCy or Hugging Face;
- Experience building and deploying scalable AI systems in production environments;
- Familiarity with cloud platforms (AWS, GCP, or Azure) and containerization tools like Docker;
- Knowledge of SQL and NoSQL databases for data extraction and integration;
- Understanding of ethical AI principles and bias mitigation techniques in recruitment systems;
- Experience with RESTful APIs and microservices architecture;
- Background in data pipeline development and ETL processes.
условия
- No conditions specified
навыки
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