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Programming Languages and Frameworks

Examples of popular technologies and tools

 

Java and .NET (C#) – Indispensable in many enterprise solutions with high scalability and stable ecosystems.

JavaScript-based frameworks – React, Angular, Vue.js and Node.js, covering everything from frontend to backend.

C/C++ – Still the backbone of performance-critical projects, embedded solutions and system-oriented development.

Python – Preferred for data analysis, machine learning and back-end development.

TypeScript – Provides better type checking and fewer errors in larger JavaScript applications.

Golang (Go) – Known for high performance and suitable for microservices and cloud-native applications.

Rust – Provides speed and security, especially in system development, encryption and high-performance applications.

Swift – Apple’s primary language for iOS and macOS development, enabling more secure and faster applications.

Cloud & DevOps

Examples of popular technologies and tools

 

Cloud platforms – AWS, Azure, Google Cloud, supporting everything from serverless functions to data lakes.

Container Orchestration – Docker, Kubernetes, ensuring consistent environments and efficient scaling.

Infrastructure as Code – Terraform, Ansible, allowing the entire infrastructure to be managed through code and automation.

CI/CD pipelines – Jenkins, GitLab CI/CD, GitHub Actions to deliver frequent updates without compromising quality.

Monitoring & Alerting – Prometheus, Grafana, ELK stack to monitor, log and diagnose operations.

Service Mesh – Istio, Linkerd to handle complex communication in microservices architectures.

Observability – OpenTelemetry and similar tools that provide deep insight into application performance.

Databases as a Service – Aurora, Cosmos DB and similar cloud-based database platforms that simplify scaling and operations.

Data, AI & Security

Examples of popular technologies and tools

 

Databases & Data Warehousing – MySQL, PostgreSQL, MongoDB, Hadoop and Spark for big data.

Data Science & AI frameworks – TensorFlow, PyTorch, scikit-learn, spaCy for everything from computer vision to NLP.

BI & Analytics – Power BI, Tableau, Looker for a full overview of business-critical data.

Security Tools – SIEM solutions (Splunk), OWASP, Snyk, SonarQube that reveal vulnerabilities in code.

Cryptography & Identity Management – HashiCorp Vault, Keycloak, Azure AD B2C for secure key management and user management.

MLOps tools – MLflow, Kubeflow for managing ML models from development to production.

Data Governance – Collibra, Alation and others to help with data structure, standards and regulatory compliance (e.g. GDPR).

Zero-Trust frameworks – Works on the basis that no device or user is automatically trusted and requires ongoing verification.

Integration & Middleware

Examples of popular technologies and tools

 

API design and protocols – REST, GraphQL, gRPC, enabling flexible communication between systems.

ESB & iPaaS – MuleSoft, Apache Camel, Boomi for setting up enterprise service bus and cloud-based integration platforms.

Messaging & Streaming – Kafka, RabbitMQ, ActiveMQ for event-driven architecture and real-time data.

Microservices Patterns – Spring Boot, Node.js/Express, enabling modular development and independent scaling.

Enterprise Integration Patterns – Publish/Subscribe, Sagas, Choreography to handle complex data flows.

Low-Code Integration – OutSystems, MS PowerPlatform, Mendix, enabling integration solutions to be created quickly without in-depth knowledge of code.

EDI solutions – Digital exchange formats for B2B integration that streamline orders, invoicing and logistics.

Serverless Integration – AWS Lambda, Azure Functions, Cloud Functions, where integrations run in serverless environments, activated only when needed.

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