Software Deployment Experts in Munich
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Meet FRATCH Experts in Munich, who have recently used Software Deployment
Thomas Hoefkens
Last position:
Senior MLOps, DevOps Engineer at Trianel Energy
- Build and operate an end-to-end MLOps platform on Azure ML and Kubernetes (Kubeflow) for the automated deployment, monitoring, and scaling of forecasting models (including Temporal Fusion Transformer, Informer, Autoformer).
- Implement CI/CD pipelines in Azure DevOps for the full ML lifecycle – from resource provisioning (Terraform), data transformation (Hugging Face Datasets, Pandas, PyTorch, CUDA cluster) through training and evaluation to model registry and endpoint deployment.
- Integrate MLflow for experiment tracking, model versioning, performance monitoring, and automated registration in the Azure Model Registry.
- Develop and containerize PyTorch training jobs (Azure Notebook, Jupyter Notebooks) for price and time series forecasting (PFC models) with automatic rollout via Azure ML Endpoints and REST/gRPC interfaces, Docker containerization, secured with OAuth 2.0.
- Set up monitoring and alerting mechanisms (Prometheus, MLflow Metrics), log centralization, and cost monitoring.
- Automate infrastructure provisioning and model deployment using Terraform, Helm, and Azure CLI; connect to existing market data systems and event pipelines.
- Migrate existing workloads and databases (IONOS → Azure, MongoDB) with integration into central MLOps workflows and internal networks.
- Extend the platform with LLM-based tools (LangChain, LangServe) to integrate GPT-based analysis modules into existing Spring Boot services for market anomaly detection and automated reports.
- Analyze and architect a software solution to process large volumes of data efficiently (>3000 messages/sec.) (market data store).
- Spring Boot / Java 21 container development with RabbitMQ for distributing stock market data via MongoDB (Kubernetes) with fast storage of data in Redis RMaps, deduplication, forwarding messages to Read Model queues, and building Read Models for UI display in MongoDB.
- Integration of RESTHeart to create a REST API for MongoDB.
- Build an Angular frontend to simplify data queries and master data maintenance.
- Agentic coding with remote and local LLMs (Claude Sonnet, Ollama Qwen) and MCP servers.
- Develop Python scripts for transforming and cleaning incoming stock market data (Pandas, scikit-learn).
Kai Pankatz
Last position:
Oracle Project Management and DBA at Scope Solutions AG
- Installation, maintenance and regular upgrade of the DB systems with 19x
- Use of OPatch and RU 19.27 on RHEL 8x, SLES 15.x and Windows
- DBA for DACH and European customers in production and last test environments (e.g. Konrad Adenauer) as well as others in CDB
- Processes via Confluence
- Support in operations for customers SR via Metalink
Sven Hummel
Last position:
Process Architect (Symbio, Signavio) at IT service provider for an international premium automaker
- Analyzing, aligning and modeling business processes (BPMN 2.0) for the 'The New Retail' program in the areas of invoicing, tax, customs and accounting
- Tracking user stories and their impact on processes
- Point of contact for preparing the tool migration from Symbio to Signavio for the mentioned areas
- Power user after the introduction of Signavio, point of contact and coach for other process modelers
Konstantinos Metaxas
Last position:
IT-Fly Specialist – Global Rollout at Lufthansa Group
Plan & Prepare (Site Design & Readiness): Inventory & Design: Dell PowerEdge R-Series, Aruba switches (L2/L3), notebooks/peripherals; serials/asset tags, IPv4/IPv6 addressing, VLAN-/DHCP-/DNS plan
Runbooks/MOPs: site rollout runbook, backout strategy (<15–30 min), risk register, communication matrix; approvals via CAB/change
Images/Packages: Golden Image (Win10/11), driver packs, BIOS/UEFI baseline; O365/Teams/OneDrive KFM; BitLocker policies; MECM/SCCM, Intune/Autopilot, MDT/WinPE
Logistics: shipping/customs clearance, RMA/DOA, on-site spares; tools (barcode scanner, label printer), "Go-Bag" (cables, SFPs, console cables)
Deliver (on-site implementation): End devices: swap & migration (USMT/OneDrive KFM), peripherals (ATB/BT printers, scanners, boarding gate hardware); domain join, compliance checks, O365 activation, printers/queues, network drives
Acceptance: functional tests for DCS/CUTE/CUPPS/CUSS stations, ticketing/check-in workflows, boarding gates
Server (R-Series): rack & stack, cabling (PDU redundancy, fiber/copper), labeling/naming; firmware/RAID (PERC), Lifecycle Controller, iDRAC network; Windows Server 2022/2025 + CIS/BSI hardening; agents (backup/AV/EDR/monitoring), time service/NTP auth, Syslog/SNMPv3
Network (Aruba): VLANs, LACP trunks, MSTP root; PortFast + BPDU Guard at the edge; QoS (EF/AF); dual stack (v4/v6), DHCP relay. NAC/802.1X with ClearPass/Radius/TACACS+, roles + MAB fallback; guest isolation, ACLs (Guest→Mgmt deny). Telemetry: sFlow, SNMPv3, Syslog→SIEM; LLDP→inventory/CMDB
Airport specifics: CUTE/CUPPS/CUSS terminals; DCS/Amadeus/SITA connectivity; FIDS (read-only); bag tag/boarding pass printing; changes in off-peak/night windows
Stabilize (hypercare): first-day support, KPI tracking (login times, ticket volume, error classes), QoS fine-tuning
Troubleshooting: Wireshark/iperf, event logs, switch counters, sFlow flows; fast incident handling as SPOC
Knowledge transfer: short training sessions for station teams, mini-runbooks (fault/recovery)
Close (documentation & handover): docs & CMDB: final configs (switch/server), topology/patch plans, IP tables, serial/asset lists, before/after photos
Acceptance & sign-off: UAT protocols, functional evidence (use cases), return/reuse of old hardware
Lessons learned: risks, standard packages, driver freeze, "known issues"
Interfaces/communication: station IT, airport IT, SOC/NOC, ground ops/ramp/check-in, provider (SITA/Amadeus). ITSM: ServiceNow (Inc/Req/Change/KB), handover to BAU
Volker Reisberger
Last position:
Architect and Senior System Administrator at International Trading Company
- Analysis and optimization of the VMware environment for operation in a critical infrastructure environment
- Planning and execution of updates for the VMware and hardware environment in a critical infrastructure environment
- Deployment of Skyline Health Diagnostics
- Review of existing documentation
- Training and onboarding of new internal staff
- Support for migration and upgrade projects
- Preparation for moving scripts in the virtualization environment to GitLab
- Ticket handling with ServiceNow
Alf Kern
Last position:
Application Support at Netto Online Supermarkets
- Application support for the e-commerce presence of the Netto Online Supermarket chain [link]
- Webshop runs with PIM, ERP and Diva software - Microsoft Dynamics Business Central
- ITIL incident, change and problem management
- Diva components include ERP, CRM, OMS, WMS and POS
- Receiving, handling and, if needed, forwarding user requests
- Error analysis and support with problem solving
- Monitoring/orchestration of the individual systems
- Day-to-day collaboration with external service providers and development team
- User management and second-level support activities
- System logging/maintenance of external interfaces
- Application administration with Jira and Confluence in QA and production environments
- Technology: Windows Server 2008, Linux servers, MS SQL Server
Discover over 15,000 top freelancers
Statistics of experts using Software Deployment
Aggregated from the professional profiles of matched freelancers.
Experience
25 years (Germany: 22 years)
Position duration
1.8 years (Germany: 2.1 years)
Positions per freelancer
20 (Germany: 17)
Top business areas
Information Technology, Operations, Project Management
Top industries
Information Technology, Banking and Finance, Insurance
Certification focus areas
Information Technology, Project Management, Product Development
Certifications per freelancer
2 (Germany: 3)
Most common languages
German, English, French
Speak two or more languages
100% (Germany: 93%)
Based on our profile pool as of 30 Aug 2026.
Daily rate distribution
The chart shows how the daily rates of freelancers in this technology in Munich are distributed, based on recent contracts on our platform. Each bar covers a rate range — its height shows how many freelancers charge within that range.
Average rates of experts in Munich using Software Deployment
Rates are based on recent contracts and do not include FRATCH margin.
The average daily rate is the mean of all daily rates from recent contracts of comparable freelancers on our platform.
The median daily rate is the middle value of all daily rates — half of comparable freelancers charge less, half charge more. Unlike the average, it is barely affected by outliers.
Calculated based on our freelancers’ daily rates as of 30 Aug 2026. Actual rates may vary depending on seniority level, experience, skill specialization, project complexity, and engagement length.
About the technology
What it covers
Software deployment is the work of moving approved code into test, staging, and live environments in a controlled way. It includes release steps, environment setup, approvals, and checks that keep new versions stable after rollout.
Typical work
- Set up deployment pipelines for web apps, APIs, and backend services
- Define release and rollback steps for production changes
- Automate environment-specific configuration and secrets handling
- Coordinate blue-green, canary, or staged rollouts
Tooling
Strong specialists usually work across CI/CD tools, cloud services, and infrastructure templates. They may use GitHub Actions, GitLab CI, Jenkins, Azure DevOps, Docker, Kubernetes, Helm, Terraform, or Ansible, depending on the stack and the release process.
When to bring in help
Companies bring in freelance expertise when releases are slow, fragile, or hard to repeat. It also helps when a team needs to modernize manual deployment steps, support a cloud migration, or clean up a pipeline after growth or restructuring.
What good specialists do
Good software deployment professionals focus on traceable changes, clear approvals, and safe recovery. They document the release path, reduce human error, and make sure teams can ship with confidence across dev, test, and production.
Munich context
In Munich, deployment work often supports enterprise software, automotive systems, industrial tech, and SaaS products with strict release controls. Many teams want someone who can work with local stakeholders on-site while also supporting remote engineering groups in English.
Frequently asked questions
Quick answers to the questions that come up most around Software Deployment.
Software deployment is used to move approved changes into staging and production in a controlled way. It covers release steps, configuration, checks, and rollback planning so teams can ship without guesswork. Companies use it for web apps, APIs, internal tools, and cloud services.
Software deployment is one part of the broader delivery flow, while CI/CD covers build, test, and delivery automation as well. CI/CD helps prepare the release; deployment focuses on getting the version safely into the target environment. In many teams, the same specialist works across both.
A strong Software Deployment specialist understands CI/CD tools, cloud platforms, container runtimes, and configuration management. They should also know release strategies, secrets handling, logging, monitoring, and incident-safe rollback patterns. Clear communication matters just as much as tooling.
A Software Deployment project needs outside help when releases are manual, inconsistent, or risky. It also makes sense during a cloud migration, a platform rebuild, or when a team needs to standardize delivery across several services. Freelance support is useful when the internal team is busy shipping product work.
The Software Deployment ecosystem often includes GitHub Actions, GitLab CI, Jenkins, Azure DevOps, Docker, Kubernetes, Helm, Terraform, and Ansible. The exact stack depends on whether the system runs on virtual machines, containers, or managed cloud services. A good specialist chooses tools that fit the existing workflow.
Yes, Software Deployment work is often done remotely because pipelines, cloud environments, and release checks can be managed from anywhere. In Munich, some companies still prefer on-site workshops for access reviews, risk discussions, or coordination with product and operations teams. A mixed setup is common.
A good Software Deployment specialist leaves behind repeatable releases, clear documentation, and safe rollback paths. Look for practical experience with production incidents, environment parity, and audit-friendly change tracking. The best sign is a pipeline that other specialists can maintain without friction.
Software Deployment overlaps with release management and DevOps, but it is more specific. Release management focuses on planning and control, while DevOps is a broader way of working across delivery and operations. A specialist in deployment should still understand both, because the work often touches each area.
The average hourly rate of freelancers in Munich, Germany who have used Software Deployment in their recent projects is 99 €, which corresponds to a daily rate of about 795 € based on an 8-hour working day.
On average, freelancers in Munich, Germany who have used Software Deployment in their recent projects have 25 years of professional experience, with a single engagement typically lasting around 1.8 years.
The most common languages among freelancers in Munich, Germany who have used Software Deployment in their recent projects are German (100%), English (100%), and French (50%).
The most common industries among freelancers in Munich, Germany who have used Software Deployment in their recent projects are Information Technology (100%), Banking and Finance (83%), and Insurance (83%).
The most common business areas among freelancers in Munich, Germany who have used Software Deployment in their recent projects are Information Technology (100%), Operations (100%), and Project Management (100%).
Main locations of FRATCH Experts, who have recently used Software Deployment
Our freelancers and interim experts are at home across the DACH region — available on-site in the major business hubs or fully remote. Choose a location to discover matched specialists, local market insights and up-to-date availability.
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Hamburg 
Frankfurt 
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Philipp Thomaschewski
FRATCH CEO
