Profession program

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Prompt Engineer (Engineer for Creating Prompts) — writing and optimizing queries for AI models; work at the intersection of linguistics and engineering

Profession template Publicprofession Riqli - main

Documents (Click the card to open the document in a new window)

Job description. Prompt Engineer (Engineer for creating prompts). Document. (Job description. Position description. Responsibilities. Prompt Engineer duties. Prompts development. Prompt optimization. Prompt engineering.)
KPI map / performance indicators system. Prompt engineer. Document. (KPI. Key performance indicators. Performance indicators. Prompt quality metrics. Accuracy. Relevance. Response quality. BLEU. ROUGE. Prompt performance metrics.)
Employee Business Process Map. Prompt Engineer. Document. (BPMN. IDEF0. EPC. Work Scenarios. Stage Checklists. Business Processes. Query Analysis. Prompt Development. Testing. Iterative Optimization. Implementation.)
Technical specification for prompt development. Prompt engineer. Document. (Technical specification. Terms of Reference. Requirements for prompts. Target metrics. Constraints. Output format. Context. Roles. Examples.)
Regulations for Testing and Validation of Prompts. Prompt Engineer. Document. (Testing protocol. Validation. A/B testing. Quality assessment. Benchmarks. Test suite. Regression testing. Stability assessment.)

Soft skills (Click the card to open the document in a new window)

Creativity and out-of-the-box thinking Soft skill. (Creative thinking. Lateral thinking. Idea generation. Problem solving. Self-study. Training. Coaching. Lecture. Courses. Soft skill.)

Analytical thinking and solving complex problems. Training. (Critical thinking. Problem solving. Decision making. Self-study. Training. Coaching. Lecture. Courses. Soft skill.)

Development of communication skills and effective teamwork Course. (Soft skills, Business communication, Conflict management, Cooperation. Self-study. Training. Coaching. Lecture. Courses. Soft skill.)

Attention to detail and concentration when performing precise work Soft skill. (Accuracy. Responsibility. Carefulness. Safety. Electrical installation. Independence. Awareness.)

Efficient allocation of tasks to achieve goals Training. (Time management. Planning. Personal productivity. Self-study. Training. Coaching. Lectures. Courses. Soft skills.)

Stress resistance and punctuality Soft skill. (Time management. Time management. Soft skill. Self-study. Training. Coaching. Lecture. Courses. Soft skill.)

Hard skills (Click the card to open the document in a new window)

Python programming. Data structures and algorithms in Python

Hard skill. (Self-study. Q&A. Tutorials. Python. Pandas. Asyncio.)

(Python algorithms, Python data structures, Python algorithms and data structures, Python recursion, Python sorting implementations, Python binary search, Python linked list, Python hash table, Big-O asymptotics for Python, double-ended queue (collections deque), heapq heap and priority queue, bisect module working with sorted lists)

Version control Git and GitHub. Hard skill. (Self-study. Q&A. Tutorials. Branching.)
Working with LLM APIs (OpenAI, Gemini, Anthropic, Mistral). Hard skill. (Self-study. Q&A. Tutorials. OpenAI API. Gemini. Claude. Mistral.)

Information security of computer systems and networks Hard skill. (Network information security, protection of computer networks, network security, firewall configuration, intrusion detection IDS, VPN data protection, information security threat model, cryptographic protection of information, Bell-LaPadula model access control, access control mechanisms, application-layer DDoS protection, SIEM event monitoring systems, OWASP Top 10 web vulnerabilities. Self-study. Q&A. Questions Answers and explanations. Tutorials. Hard skill.)

Основы работы с LLM (Large Language Models). Hard skill. (LLM. Large Language Models. GPT. Claude. Gemini. Архитектура трансформеров. Attention mechanism. Tokenization. Embeddings. Fine-tuning. Prompt engineering basics. Self-study. Q&A. Tutorials. Documentation.)
Prompt engineering and techniques for creating prompts. Hard skill. (Prompt engineering. Zero-shot. Few-shot. Chain-of-thought. Tree of thoughts. ReAct. Self-consistency. Role prompting. Context management. Instruction design. System prompts. User prompts. Output formatting. JSON mode. Self-study. Q&A. Tutorials. Documentation.)
Evaluation Metrics for Prompt and Model Response Quality. Hard skill. (Evaluation metrics. Quality assessment. BLEU. ROUGE. METEOR. Perplexity. Accuracy. Relevance. Coherence. Faithfulness. Hallucination detection. Human evaluation. A/B testing. Self-study. Q&A. Tutorials. Documentation.)
Tools for debugging and analyzing prompts (LangSmith, Weights & Biases, PromptLayer). Hard skill. (Debugging tools. LangSmith. Weights & Biases (W&B). PromptLayer. Prompt tracking. Versioning. Experiment management. Logging. Monitoring. Visualization. Self-study. Q&A. Tutorials. Documentation.)
Additional info
Language: ruCreated: Jul 14, 2026, 11:12:06 AMUpdated: Jul 26, 2026, 7:54:49 AMViews: 53
Summary

  • Documents: 5
  • Soft skills: 6
  • Hard skills: 8