02.11.2025 aktualisiert
verifiziert
Premiumkunde
100 % verfügbarSoftware developer
Munich, Deutschland
Weltweit
Master-Abschluss in InformatikSkills
Asp.NetJavascriptAPIsASP.NET MVCMicrosoft AzureBig DataC#Continuous IntegrationCqrsElasticsearchEntity FrameworkGithubApache HadoopPythonMachine LearningMathematikMicrosoft Sql-ServerSql AzureMongodbNode.JsNosqlNumpyNunitOauthOpenidRabbitmqOpenid ConnectAzure Active DirectoryTensorflowPrometheusMstestAzure Machine LearningAzure Data LakeSOAPTransact-SqlTypescriptAzure Service BusDocker ContainerAzure AutomationDocker for Aws.NET CoreAzure Data FactoryPytorchDocker SwarmReactJSBlazorIstioTransfer LearningGrafanaApache SparkDeep LearningAsp.Net Web ApiAzure PowershellVuejsConvolutional Neural NetworksGitXunitMoqVue.JsPandasAngularJSScikit-learnKubernetesGithub EnterpriseApache KafkaCosmos DBAzure AKSGraphqlReact NativeAzure Service FabricEvent-SourcingAzure Data AnalyticsGrpcAzure Synapse AnalyticsApi-ManagementAzure Resource ManagerRecurrent Neural NetworksDockerWeb ApiGolang
Programming languages and frameworks:
C#, Go, JavaScript, TypeScript, T-SQL, Python (TensorFlow, PyTorch), R (caret, ggplot2)
Web frameworks: ASP.NET Core, ASP.NET MVC, ASP.NET Web API, Blazor
API development: ASP.NET Core Web API, GraphQL
JavaScript frameworks: React, Angular, Vue.js, Node.js
Mathematics and statistics: Linear algebra, calculus, probability and statistics, Bayesian reasoning
Machine learning and deep learning:
Techniques: Supervised learning, Unsupervised learning, Reinforcement learning
Deep learning: Neural networks, Convolutional neural networks (CNNs), Recurrent neural networks (RNNs) and LSTM, transfer learning and fine-tuning
API protocols: SOAP, REST web services, gRPC
Containerization and orchestration:
Containerization: Docker (Docker Certified Associate)
Orchestration: Kubernetes (Certified Kubernetes Application Developer)
Service Mesh: Istio, Linkerd
CI/CD: Azure DevOps, GitHub Actions
Cloud Platforms and Services:
Azure: Azure Kubernetes Service (AKS), Azure Service Fabric, Azure Functions, Logic Apps, Azure Storage, Azure Cosmos DB, Azure App Service, Azure API Management (Azure Solutions Architect Expert, Azure Developer Associate, Azure DevOps Engineer, Azure Administrator Associate, Azure Security Engineer Associate)
Monitoring and Logging: Application Insights, Prometheus, Grafana, Elasticsearch
Message Queues: Azure Service Bus, RabbitMQ, Apache Kafka
Authentication: OAuth2, OpenID Connect, Azure Active Directory (AAD)
Design Patterns: Domain-Driven Design (DDD), CQRS, Event Sourcing
Tests: xUnit, NUnit, MSTest, Moq, NSubstitute
ORM: Entity Framework Core
Source Code Management: Git, GitHub, Subversion
Database Technologies:
Relational Databases: MS SQL Server
NoSQL databases: MongoDB, Azure Cosmos DB
Big Data technologies: Hadoop, Spark (except Scala and Java)
Data management: Data preprocessing, data augmentation
Tools and libraries: TensorFlow, PyTorch, scikit-learn, Pandas, NumPy
Soft skills: Problem solving, communication, team collaboration
Ethics and data protection: Understanding of ethical AI use, data protection concerns, bias in AI models, and ethical implications
C#, Go, JavaScript, TypeScript, T-SQL, Python (TensorFlow, PyTorch), R (caret, ggplot2)
Web frameworks: ASP.NET Core, ASP.NET MVC, ASP.NET Web API, Blazor
API development: ASP.NET Core Web API, GraphQL
JavaScript frameworks: React, Angular, Vue.js, Node.js
Mathematics and statistics: Linear algebra, calculus, probability and statistics, Bayesian reasoning
Machine learning and deep learning:
Techniques: Supervised learning, Unsupervised learning, Reinforcement learning
Deep learning: Neural networks, Convolutional neural networks (CNNs), Recurrent neural networks (RNNs) and LSTM, transfer learning and fine-tuning
API protocols: SOAP, REST web services, gRPC
Containerization and orchestration:
Containerization: Docker (Docker Certified Associate)
Orchestration: Kubernetes (Certified Kubernetes Application Developer)
Service Mesh: Istio, Linkerd
CI/CD: Azure DevOps, GitHub Actions
Cloud Platforms and Services:
Azure: Azure Kubernetes Service (AKS), Azure Service Fabric, Azure Functions, Logic Apps, Azure Storage, Azure Cosmos DB, Azure App Service, Azure API Management (Azure Solutions Architect Expert, Azure Developer Associate, Azure DevOps Engineer, Azure Administrator Associate, Azure Security Engineer Associate)
Monitoring and Logging: Application Insights, Prometheus, Grafana, Elasticsearch
Message Queues: Azure Service Bus, RabbitMQ, Apache Kafka
Authentication: OAuth2, OpenID Connect, Azure Active Directory (AAD)
Design Patterns: Domain-Driven Design (DDD), CQRS, Event Sourcing
Tests: xUnit, NUnit, MSTest, Moq, NSubstitute
ORM: Entity Framework Core
Source Code Management: Git, GitHub, Subversion
Database Technologies:
Relational Databases: MS SQL Server
NoSQL databases: MongoDB, Azure Cosmos DB
Big Data technologies: Hadoop, Spark (except Scala and Java)
Data management: Data preprocessing, data augmentation
Tools and libraries: TensorFlow, PyTorch, scikit-learn, Pandas, NumPy
Soft skills: Problem solving, communication, team collaboration
Ethics and data protection: Understanding of ethical AI use, data protection concerns, bias in AI models, and ethical implications
Sprachen
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