استخدام برنامه‌نویس هوش مصنوعی (AI)

شرح موقعیت شغلی

• Design and implement AI/ML solutions across multiple HR domains
• Develop NLP pipelines for resumes, HR documents, emails, and system text
• Build document intelligence systems (OCR, classification, entity extraction, tagging)
• Implement predictive analytics models (employee turnover, performance, hiring success)
• Develop AI-driven recruitment features (CV parsing, candidate scoring, ranking, clustering)
• Build intelligent reminder and alert systems with personalized timing and escalation logic
• Integrate ML models into production backend services (APIs, batch jobs, pipelines)
• Design and maintain end-to-end ML pipelines from data ingestion to inference
• Monitor models in production and handle data drift, model drift, and retraining
• Collaborate closely with backend, frontend, and product teams
• Contribute to architectural decisions and mentor junior engineers

• Write unit tests for data pipelines, feature engineering, and model logic
• Apply property-based testing for data and ML assumptions
• Design and maintain integration tests between AI components and backend services
• Implement end-to-end (E2E) testing for ML pipelines
• Perform regression testing to ensure model updates do not degrade performance
• Use A/B testing to compare models and measure real-world impact
• Implement context-based testing (user segments, departments, scenarios)
• Contribute to:
  • Functional and non-functional testing
  • Performance testing (latency, throughput)
  • Security testing (data access, model exposure)
  • System and acceptance testing
• Ensure all AI workflows are automated in CI/CD pipelines

• 5+ years of experience in AI / Machine Learning / Applied Data Science
• Strong proficiency in Python
• Solid experience with machine learning algorithms and statistics
• Hands-on experience with NLP (spaCy, transformers, text classification, NER)
• Experience with OCR and document processing (Deepseek OCR)
• Experience with scikit-learn, Pandas, NumPy
• Experience building production ML systems, not just experiments
• Strong understanding of model evaluation, validation, and explainability
• Experience with Git and collaborative development
• Ability to write clean, maintainable, and well-documented code

• Experience with Deep Learning frameworks (PyTorch or TensorFlow)
• Familiarity with MLOps practices (MLflow, model monitoring, retraining)
• Experience with Kafka or streaming data pipelines
• Experience integrating AI with backend frameworks (Django, FastAPI)
• Knowledge of data privacy, fairness, and ethical AI
• Experience with Docker, CI/CD, and deployment workflows
• Familiarity with analytics dashboards and visualization tools

• Work on end-to-end AI systems with real business impact
• High technical standards and engineering ownership
• Opportunity to shape AI architecture across the platform
• Professional, product-focused engineering culture
• Competitive salary based on experience
• Stable, long-term product vision

مهارت‌های مورد نیاز

• هوش مصنوعی
• Python
• Ai
• tensorflow
• Pytorch
• یادگیری ماشین
• Git

حداقل سابقه کار

• سه تا شش سال

جنسیت

• مهم نیست

وضعیت نظام وظیفه

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