Profession template
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NLP Engineer (Natural Language Processing Engineer) - development of systems for working with text (chatbots, search engines, sentiment analysis)
NLP Engineer (Natural Language Processing Engineer) - development of systems for working with text (chatbots, search engines, sentiment analysis)
Программирование на Python . Cтруктуры данных и алгоритмы в Python. Hard skill. (Self-study. Q&A. Программирование. Python. Tutorial. Practice.)
Версионный контроль Git и GitHub. Hard skill. (Self-study. Q&A. Версионный. Контроль. Tutorial. Practice.)
Библиотеки для обработки естественного языка (NLTK, spaCy, Gensim). Hard skill. (NLTK. spaCy. Gensim. Токенизация. Лемматизация. Стемминг. Частеречная разметка. NER.)
Deep Learning for NLP (PyTorch, TensorFlow). Hard skill. (PyTorch. TensorFlow. Keras. Transformers. BERT. GPT. Neural Network Training.)
Working with databases and storage (SQL, NoSQL, vector databases). Hard skill. (SQL. PostgreSQL. MongoDB. Elasticsearch. Vector databases. FAISS.)
Development and deployment of RESTful API (FastAPI, Flask, Django). Hard skill. (FastAPI. Flask. Django. REST API. Swagger. OpenAPI. API documentation.)
Containerization and orchestration (Docker, Kubernetes). Hard skill. (Docker. Kubernetes. Containerization. Deployment. Scaling.)
Оптимизация производительности моделей (ONNX, TensorRT, Quantization). Hard skill. (ONNX. TensorRT. Quantization. Pruning. Distillation. Оптимизация. Инференс.)
Оценка качества NLP-моделей. Hard skill. (Precision. Recall. Human eval. Оценка. Tutorial. Practice. Standard.)
Аналитическое мышление и решение сложных проблем. Soft skill. (Critical thinking. Problem. Аналитическое. Мышление. Self-study. Training.)
Development of communication skills and effective teamwork Course. (Soft skills, Business communication, Conflict management, Cooperation. Self-study. Training. Coaching. Lecture. Courses. Soft skill.)
Эффективное распределение задач для достижения целей Training. Soft skill. (Управление временем.. Эффективное. Распределение. Задач. Self-study. Training. Coaching.)
Stress resistance and punctuality Soft skill. (Time management. Time management. Soft skill. Self-study. Training. Coaching. Lecture. Courses. Soft skill.)
Креативность и нестандартное мышление. Soft skill. (Творческое мышление.. Креативность. Нестандартное. Мышление. Self-study. Training. Coaching.)
Job Description. NLP Engineer (Natural Language Processing Engineer). Document. (Job description. Job Description. Responsibilities of an NLP Engineer. Development of chatbots. Search systems. Sentiment analysis. Text processing.)
KPI Map / Performance Indicators System. NLP Engineer. Document. (KPI. Key performance indicators. Performance indicators. Model quality metrics. Precision. Recall. F1-measure. Inference speed.)
Employee business process map. NLP Engineer. Document. (BPMN. IDEF0. EPC. Work scenarios. Stage checklists. Data collection and cleaning. Model training. Quality assessment. Deployment. Monitoring.)
Стандарты и лучшие практики разработки NLP-систем. NLP-инженер. Document. (Стандарты. Best practices. Подходы к решению задач. Работа с текстовыми данными. Предобработка. Векторизация.)
Instructions for the operation and monitoring of NLP services. NLP engineer. Document. (Operation. Monitoring. Logging. Service performance metrics. Error handling.)
Additional info
Language: ruCreated: Sep 5, 2026, 4:49:05 PMUpdated: Sep 22, 2026, 5:07:49 AMViews: 10
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