Profession competency templates for interviews
We build structured competency templates for each profession—hard skills, soft skills, and documents—so you can prepare clearly, pass interviews, and get hired.
Browse profession competency templates
Data Scientist (Data Specialist) — data analysis, building predictive models, conducting experiments (tech giants, financial institutions, healthcare)
Organization: Riqli - main
Python programming. Data structures and algorithms in PythonHard 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)
Relational and NoSQL databases. Hard skill. (SQL. PostgreSQL. MySQL. Oracle. NoSQL. MongoDB. Cassandra. Redis. Indexes. ACID. Transactions. Query optimization. Self-study. Q&A. Tutorials. Documentation.)
Cloud platforms and architecture Hard skill. (AWS, Azure, GCP, IaaS, PaaS, SaaS, Cloud-native, Cloud security, IAM access management, Cloud network infrastructure. Self-study. Q&A. Tutorials. Hard skill.)
Analytical thinking and solving complex problems. Training. (Critical thinking. Problem solving. Decision making. Self-study. Training. Coaching. Lecture. Courses. Soft skill.)
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.)
Efficient allocation of tasks to achieve goals Training. (Time management. Planning. Personal productivity. Self-study. Training. Coaching. Lectures. Courses. Soft skills.)
Job Description. Data Scientist. Document. (Job description. Job responsibilities. Functions. Data analysis. Model building. Data Scientist duties. Data analysis. Predictive modeling.)
Карта KPI / система показателей эффективности. Специалист по данным (Data Scientist). Document. (KPI. Key performance indicators. Показатели эффективности. Метрики. Качество моделей. Бизнес-эффективность. Model accuracy. Business value.)
Employee Business Process Map. Data Scientist. Document. (BPMN. IDEF0. EPC. Work scenarios. Stage checklists. Business process map. Data analysis stages. Task setting. ETL. Model validation.)
AI Specialist (AI trainer, Prompt engineer) (large business, R&D centers)
Organization: Riqli - main
Python programming. Data structures and algorithms in PythonHard 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.)
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.)
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.)
.NET developer — creating applications for the Microsoft ecosystem (corporations, public sector)
Organization: Riqli - main
.NET Platform and C# language. Hard skill. (.NET Core. .NET 5+. ASP.NET Core. Entity Framework Core. LINQ. Web API. SignalR. Identity. Microservices. Self-study. Q&A. Tutorials. Documentation.)
Relational and NoSQL databases. Hard skill. (SQL. PostgreSQL. MySQL. Oracle. NoSQL. MongoDB. Cassandra. Redis. Indexes. ACID. Transactions. Query optimization. Self-study. Q&A. Tutorials. Documentation.)
Углубленные техники работы с Docker и Docker Compose Hard skill. (Контейнерная оркестрация. Лучшие практики DevOps. Self-study. Q&A. Questions Answers and explanations. Tutorials. Hard 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.)
Stress resistance and punctuality Soft skill. (Time management. Time management. Soft skill. Self-study. Training. Coaching. Lecture. Courses. Soft skill.)
Job Description. .Net Developer (applications for Microsoft ecosystem). Document. (Job description. Job responsibilities. Job functions. Development in C#. ASP.NET Core. Corporate applications. Public sector.)
KPI Map / Performance Metrics System. .Net Developer. Document. (KPI. Key performance indicators. Performance indicators. Metrics. Code quality. Development speed. Application performance.)
Employee Business Process Map. .Net Developer. Document. (BPMN. IDEF0. EPC. Work scenarios. Stage checklists. Business processes. Development. Testing. Deployment.)
Java developer — development of enterprise systems and microservices (banks, large enterprise)
Organization: Riqli - main
Java programming language and ecosystem (Spring, Hibernate, Maven/Gradle). Hard skill. (Java. JDK. Spring Boot. Spring MVC. Spring Data. Spring Security. Hibernate ORM. JPA. Maven. Gradle. Microservices. REST API. Self-study. Q&A. Tutorials. Documentation.)
CQRS and Event Sourcing Microservices with Kafka(cqrs event sourcing, microservices kafka, kafka microservices, cqrs kafka training, event sourcing kafka course, kafka microservices patterns, mediator pattern cqrs, apache kafka microservices, kafka event store mongodb, optimistic concurrency control event sourcing, event store kafka)
Relational and NoSQL databases. Hard skill. (SQL. PostgreSQL. MySQL. Oracle. NoSQL. MongoDB. Cassandra. Redis. Indexes. ACID. Transactions. Query optimization. Self-study. Q&A. Tutorials. Documentation.)
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.)
Time management and organization of the workday Soft skill. (Work efficiency. Time management. Productivity. Self-study. Training. Coaching. Lecture. Courses. Soft skill.)
Job Description. Java Developer (Creating Enterprise Systems and Microservices). Document. (Job description. Job Description. Responsibilities of a Java Developer. Microservices Development. Enterprise Systems. Banking Sector. Enterprise Java.)
KPI Map / performance indicators system. Java developer. Document. (KPI. Key performance indicators. Performance indicators. Performance metrics. Code quality. Task execution time. System reliability. Banks. Enterprise.)
Employee Business Process Map. Java Developer. Document. (BPMN. IDEF0. EPC. Work Scenarios. Checklists of Stages. Business Processes. Development. Testing. Deployment. Monitoring. Application Lifecycle.)
Full-stack developer — development of the frontend and backend parts of web applications (startups, product companies)
Organization: Riqli - main
Frontend development: HTML, CSS, JavaScript/TypeScript, and React/Angular/Vue. Hard skill. (HTML5. CSS3. JavaScript. TypeScript. React. Redux. Angular. Vue.js. SPA. SSR. Webpack. Babel. Self-study. Q&A. Tutorials. Documentation.)
Relational and NoSQL databases. Hard skill. (SQL. PostgreSQL. MySQL. Oracle. NoSQL. MongoDB. Cassandra. Redis. Indexes. ACID. Transactions. Query optimization. Self-study. Q&A. Tutorials. Documentation.)
Version control Git and GitHub. Hard skill. (Self-study. Q&A. Tutorials. Branching.)
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.)
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.)
Job Description. Fullstack Developer (web applications, startups, product companies). Document. (Job description. Должностная инструкция. Responsibilities. Fullstack developer duties. Frontend. Backend. Web development. React. Node.js. Python. Product company. Startup.)
KPI Map / Performance Indicators System. Fullstack Developer. Document. (KPI. Key performance indicators. Performance indicators. Metrics. Performance metrics. Code quality. Deployment frequency. Lead time. Uptime. Development velocity.)
Employee Business Process Map. Fullstack Developer. Document. (BPMN. IDEF0. EPC. Work Scenarios. Stage Checklists. Business Processes. SDLC. Agile. Scrum. Git flow. CI/CD. Technical Analysis. Development. Testing. Deployment.)
Candidate for obtaining an ATPL (Airline Transport Pilot Licence)
Organization: RIQLI AIRLINES is the airline's template.
ATPL 062 Radio NavigationHard skill.(Aviation. Ground training. Pilot license. Navigation systems. VOR. ILS. DME. Self-study. Q&A. Questions Answers and explanations. Tutorials. Hard skill.)
ATPL 033 Flight Planning & MonitoringHard skill.(Aviation. Ground training. Pilot license. Fuel planning. Route planning. Performance. Self-study. Q&A. Questions Answers and explanations. Tutorials. Hard skill.)
ATPL 070 Operational Procedures Hard skill. (Aviation safety. Flight operations. Self-study. Q&A. Questions Answers and explanations. Tutorials. Hard skill.)
Training on personal effectiveness. Motivation. Discipline. Strategic thinking. Burnout. Goal setting. Course. Training. Soft skill. (Self-development, Personal growth, Financial management, Motivation)
Skills for personal growth and career development Soft skill.. (Personal development. Career growth. Self-study. Training. Coaching. Lecture. Courses. Soft skill.)
-
Backend developer — design of server-side logic, APIs and databases (IT companies, fintech)
Organization: Riqli - main
Relational and NoSQL databases. Hard skill. (SQL. PostgreSQL. MySQL. Oracle. NoSQL. MongoDB. Cassandra. Redis. Indexes. ACID. Transactions. Query optimization. Self-study. Q&A. Tutorials. Documentation.)
Fundamentals of project management and planning Hard skill. (Project management. Project planning. Task management. Agile. Scrum. Waterfall. Self-study. Tutorials. Hard skill.)
Basic programming skills (Python, JavaScript) Hard skill. (Programming. Python. JavaScript. Basics of coding. Self-study. Tutorials. Hard skill.)
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.)
Time management and organization of the workday Soft skill. (Work efficiency. Time management. Productivity. Self-study. Training. Coaching. Lecture. Courses. Soft skill.)
Job Instruction. Employee (Universal Specialist). Document. (Job description. Job instruction. Responsibilities. Job functions. Universal skills. Soft skills. Hard skills. Professional competencies.)
KPI map / system of performance indicators. Employee (Universal Specialist). Document. (KPI. Key performance indicators. Performance indicators. Metrics. Employee effectiveness. Results. Productivity. Personnel evaluation.)
Employee Business Process Map. Employee (Universal Specialist). Document. (BPMN. IDEF0. EPC. Work Scenarios. Stage Checklists. Business Processes. Task Management. Workday Organization. Workflow.)
Software Developer (Fullstack, Backend, Java, Go, .Net, 1C) (IT companies, banks, fintech) (~149 400)
Organization: Riqli - main
Golang developer (Advanced) Hard skill. (golang advanced, advanced go developer, golang complex topics, golang concurrency patterns, golang context deadline cancellation, golang generics advanced, golang empty interfaces type assertion, golang channels select, golang memory escape analysis, golang unsafe package, golang sync pool objects. Self-study. Q&A. Questions Answers and explanations. Tutorials. Hard skill.)
Docker and Docker Compose(docker compose configuration, docker containerization, docker images, dockerfile instructions, docker compose network, docker volume mounting, docker environment variables, docker multi-stage build, docker compose depends_on startup order, docker compose profiles environment, docker compose healthcheck verification, docker compose scale replicas, docker layer caching optimization, docker buildx cross-platform, docker exec interactive session)
CI/CD based on GitLab(gitlab ci cd, gitlab ci pipelines, gitlab ci yaml, gitlab ci stages, gitlab ci artifacts cache, gitlab ci rules only except, gitlab ci variables scope, gitlab ci dynamic pipeline, gitlab ci trigger multi project, gitlab ci include templates, gitlab ci needs parallel matrix, gitlab ci downstream bridge, gitlab ci dependency proxy)
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.)
Time management and organization of the workday Soft skill. (Work efficiency. Time management. Productivity. Self-study. Training. Coaching. Lecture. Courses. Soft skill.)
Job Description. Software Developer (Fullstack, Backend, Java, Go, .NET, 1C). Document. (Job description. Job description. Responsibilities. Fullstack development. Backend development. Development in Java. Development in Go. Development in .NET. Development in 1C. IT companies. Banks. Fintech.)
KPI Map / Performance Indicators System. Software Developer (Fullstack, Backend, Java, Go, .Net, 1C). Document. (KPI. Key performance indicators. Performance indicators. Performance metrics. Code quality metrics. Time to market. Development speed. Defect rate. Test coverage. API performance. Response time. User satisfaction.)
Employee Business Process Map. Software Developer (Fullstack, Backend, Java, Go, .Net, 1C). Document. (BPMN. IDEF0. EPC. Work Scenarios. Checklists of Stages. Business Processes. Requirements Analysis. Architecture Design. Development. Testing. Release. Maintenance.)
business aviation flight attendant
Organization: Школа подготовки персонала бизнес авиации. Service and safety with AI
VIP and Business Class Service. Hard skill. (VIP and Business Class Service in business aviation. Tutorials. Documentation.)
Fundamentals of flight safety. Hard skill. (Training. Courses. Tutorials.)
Preparation and serving of food and beverages. Hard skill. (Food & Beverage in business aviation. Q&A. Tutorials.)
Effective communication and leadership in a team. Soft skill. (Self-study. Training. Coaching. Communication in business aviation.)
Conflict management. Soft skill. (Training. Passenger psychology in business aviation. Service Recovery in business aviation.)
Cross-cultural service. Soft skill. (Cross-cultural service in business aviation. Lecture. Courses.)
Job description. Business aviation flight attendant. Document. (Job description. Responsibilities. Standards of appearance of a business aviation flight attendant.)
KPI Map / Performance Indicators System. Business Aviation Flight Attendant. Document. (KPI. Key performance indicators. Performance Indicators. Fundamentals of World-Class Service in Business Aviation.)
Employee Business Process Map. Cabin Crew of Business Aviation. Document. (BPMN. IDEF0. EPC. Work Scenarios. Checklists of Stages. Communication in Business Aviation.)
Go developer - development of high-load systems and network services (cloud providers, DevOps tools)
Organization: Riqli - main
DevOps engineer(DevOps practices, DevOps tools, DevOps pipeline, infrastructure as code with Terraform, server configuration with Ansible, Docker containerization, Kubernetes, DevOps monitoring with Prometheus, CI/CD processes, Kubernetes Helm charts, Terraform state management, Ansible role creation, Jenkins declarative pipeline)
Highload System Architecture Mastery Hard skill. (Highload architecture, scalable systems, database sharding, master-slave replication, Redis caching, Nginx load balancing, consistent hashing, circuit breaker pattern, bulkhead isolation pattern. Self-study. Q&A. Questions Answers and explanations. Tutorials. Hard skill.)
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.)
Stress resistance and punctuality Soft skill. (Time management. Time management. Soft skill. Self-study. Training. Coaching. Lecture. Courses. Soft skill.)
Training on personal effectiveness. Motivation. Discipline. Strategic thinking. Burnout. Goal setting. Course. Training. Soft skill. (Self-development, Personal growth, Financial management, Motivation)
Analytical thinking and solving complex problems. Training. (Critical thinking. Problem solving. Decision making. Self-study. Training. Coaching. Lecture. Courses. Soft skill.)
Job Instruction. Go Developer (Go Developer). Document. (Job description. Job instruction. Responsibilities. Go development. High-load systems. Network services. Highload systems. Network services.)
KPI map / performance indicators system. Go developer (Go Developer). Document. (KPI. Key performance indicators. Performance indicators. Performance metrics. Response time. Resource utilization. RPS. Latency. Error rate.)
Employee Business Process Map. Go Developer. Document. (BPMN. IDEF0. EPC. Work Scenarios. Stage Checklists. Development Lifecycle. CI/CD Pipeline. Code Review. Release Process.)
Prompt Engineer (Engineer for Creating Prompts) — writing and optimizing queries for AI models; work at the intersection of linguistics and engineering
Organization: Riqli - main
Python programming. Data structures and algorithms in PythonHard 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.)
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.)
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.)
Electrician (construction, industrial enterprises, utilities) Industry, production and engineering
Organization: Riqli - main
Installation and assembly of electrical switchboards and distribution devices Hard skills. (Switchboards. Main switchboard. Power supply. Terminal blocks. Circuit breakers. RCDs. Electrical installation. Self-study. Q&A. Tutorials.)
Installation and connection of power and control cables Hard skill. (Cables. Wiring. Power lines. Control lines. Routes. Connections. Termination. Self-study.)
Reading and analysis of electrical schematics and drawings Hard skill. (Schematics. Drawings. Single-line diagrams. Schematic diagrams. Specification. GOST. EPLAN. Self-study. Q&A.)
Attention to detail and concentration when performing precise work Soft skill. (Accuracy. Responsibility. Carefulness. Safety. Electrical installation. Independence. Awareness.)
Stress resistance and punctuality Soft skill. (Time management. Time management. Soft skill. Self-study. Training. Coaching. Lecture. Courses. Soft skill.)
Time management and organization of the workday Soft skill. (Work efficiency. Time management. Productivity. Self-study. Training. Coaching. Lecture. Courses. Soft skill.)
Job Description. Electrician (construction, industrial enterprises, housing and communal services). Document. (Job description. Job description. Responsibilities. Electrical installation. Industry. Housing and communal services. Construction. Electrician duties.)
KPI Map / Performance Indicator System. Electrician. Document. (KPI. Key performance indicators. Performance indicators. Metrics. Electrical installation. Productivity. Quality of work. Safety. Electrician KPI.)
Employee Business Process Map. Electrician. Document. (BPMN. IDEF0. EPC. Work Scenarios. Stage Checklists. Electrical Installation. Maintenance. Repair. Business process map. Electrician workflow.)
MLOps engineer — automation of the ML model lifecycle (CI/CD, monitoring, scaling)
Organization: Riqli - main
CI/CD based on GitLab(gitlab ci cd, gitlab ci pipelines, gitlab ci yaml, gitlab ci stages, gitlab ci artifacts cache, gitlab ci rules only except, gitlab ci variables scope, gitlab ci dynamic pipeline, gitlab ci trigger multi project, gitlab ci include templates, gitlab ci needs parallel matrix, gitlab ci downstream bridge, gitlab ci dependency proxy)
DevOps engineer(DevOps practices, DevOps tools, DevOps pipeline, infrastructure as code with Terraform, server configuration with Ansible, Docker containerization, Kubernetes, DevOps monitoring with Prometheus, CI/CD processes, Kubernetes Helm charts, Terraform state management, Ansible role creation, Jenkins declarative pipeline)
Prometheus (prometheus monitoring, prometheus setup, prometheus metrics, prometheus exporter node exporter, prometheus alertmanager setup, prometheus, service discovery, prometheus blackbox exporter, prometheus pushgateway, prometheus relabel_config examples, prometheus recording rules, prometheus federation setup, prometheus thanos long-term storage, prometheus victoriametrics comparison, prometheus metric_relabel_configs, prometheus consul service discovery)
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.)
Skills for personal growth and career development Soft skill.. (Personal development. Career growth. Self-study. Training. Coaching. Lecture. Courses. Soft skill.)
Job description. MLOps Engineer (MLOps Engineer). Document. (Job description. Job description. MLOps responsibilities. CI/CD for ML. Automation of ML models.)
KPI Map / Performance Indicator System. MLOps Engineer. Document. (KPI. Key performance indicators. MLOps performance indicators. Deployment frequency. Model monitoring metrics.)
Employee Business Process Map. MLOps Engineer. Document. (BPMN. IDEF0. EPC. MLOps Work Scenarios. Stage Checklists. CI/CD pipeline. Model Monitoring.)