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Giuseppe A.-Software, AI & Automation Architect

Giuseppe A. - Software, AI & Automation Architect - profile avatar
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Available
Germering, Germany

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Experience

Oct 2025 - Jul 2026

Embedded Software Development

Inheco

Position summary
Embedded Software Development at Inheco
Industries
Biotechnology
Healthcare
Business areas
Information Technology
Product Development
Quality Assurance
  • AI Integration (LLM & RAG): Designed and built an internal intelligent RAG system (Retrieval-Augmented Generation) based on LLMs, n8n, and vector data to automatically analyze technical documents and error logs.
  • Design & Implementation: Designed a robust RS-232/UART communication interface for an SBC-based embedded device used to control medical shaker systems.
  • Architecture & Protocol Design: Built a highly maintainable software structure (OOP, SOLID) and defined resilient, hardware-level communication protocols, including multithreading and advanced error handling.
  • Quality Assurance & DevOps: Automated testing with xUnit, ran integration tests directly on the hardware target, and maintained technical documentation to strict medical technology standards via Azure DevOps.

Label: C#, .NET, LLMs, RAG, n8n, RS-232, UART, Multithreading, async/await, xUnit, gRPC/protobuf, Blazor, MudBlazor, EF Core, Visual Studio 2026, Azure DevOps

Sep 2024 - Feb 2025

Lead Developer / Software Architect

KION Group

Position summary
Lead Developer / Software Architect at KION Group
Industries
Transportation
Manufacturing
Business areas
Information Technology
Production
Project Management
Quality Assurance
  • Architecture & Hardware Integration: Designed modular libraries for real-time access to CAN bus systems using CANape to monitor fuel cell control units.
  • AI Analysis: Integrated an ML.NET system for real-time analysis and anomaly detection of fuel cell data in the production process.
  • DevOps & Automation: Built an automated DevOps pipeline to run xUnit tests and ensure continuous code quality.

Label: C#, .NET, ML.NET, WPF, Python, LangChain, EF Core, CANape, CAN-Bus, Scrum, xUnit, PowerShell, Azure DevOps

Mar 2024 - May 2024

Lead Developer / Software Architect

Heraeus

Position summary
Lead Developer / Software Architect at Heraeus
Industries
Manufacturing
Business areas
Information Technology
Product Development
Quality Assurance

Industrial IoT Control Platform

  • Architected and developed an IoT gateway for processing real-time sensor data
  • Integrated industrial communication protocols (OPC UA, Modbus)
  • Developed modern, responsive user interfaces
  • Ensured a modular and extensible system architecture
  • Introduced automated tests to ensure quality

Label: C#, .NET, Entity Framework-Core, Docker, OPC UA, Modbus, Blazor, MudBlazor, Git, Gitlab, Visual Studio 2022

Feb 2024 - Oct 2025

Software Developer for AI-Powered Systems

One Ware

Position summary
Software Developer for AI-Powered Systems at One Ware
Industries
Manufacturing
Business areas
Information Technology
Product Development
Quality Assurance
  • AI & ML Pipelines: Developed a Python-based preprocessing pipeline to normalize sensor data and implemented PyTorch models for automated defect detection.
  • Agentic AI Architecture: Integrated advanced LLM applications using LangChain, LangGraph, and Langfuse to orchestrate workflows.
  • Interfaces & UI: Designed and implemented a WPF control interface for ML training workflows and developed C#/.NET interfaces (REST APIs) for seamless system integration.

Label: C#, .NET 9, WPF, Python, PyTorch, MVTec HALCON, MQTT, LangChain, LangGraph, Langfuse, Avalonia, MVVM, CI/CD, SQL Server, Blazor, EF Core, Azure DevOps

Nov 2023 - Jun 2024

Software Architect

JUSTIZ.NRW

Position summary
Software Architect at JUSTIZ.NRW
Industries
Government and Administration
Business areas
Information Technology
Operations
Quality Assurance
  • Architecture & Modernization: Implemented maintainable application structures based on Onion Architecture. Optimized business-critical email modules and databases (MS SQL & Oracle), improving performance by approximately 30%.
  • DevOps & Release Management: Contributed to deployment processes using Azure DevOps Pipelines, managed workspaces, and maintained LCS sandboxes, including automated database updates.
  • Accessibility & Testing: Implemented strict accessibility standards in line with BITV 2.0 (WAI-ARIA) and built a fully automated test suite (Playwright, xUnit, BDD/TDD).

Label: C#, .NET, Blazor, MAUI, Playwright, Onion Architecture, SQL Server, Oracle, Docker, Azure DevOps, OData, MediatR, FluentValidation, xUnit, LCS, PowerShell

Sep 2023 - Jan 2024

Lead Developer / Software Architect

Deutronic

Position summary
Lead Developer / Software Architect at Deutronic
Industries
Manufacturing
Business areas
Information Technology
Production
Quality Assurance

In my role as a software architect at DTS-Net, I was responsible for designing the control software for the production of electric motors. As Lead Developer, I led a team of ten specialists and drove development forward. My main responsibilities also included setting up and configuring a Jenkins server, which made it possible to automatically check the application for correctness and create artifacts after every commit. This strategic implementation played a key role in ensuring software quality within the production chain.

As part of this project, I also developed the application's user interface (GUI) using the cross-platform framework Maui. This enabled a consistent and efficient GUI design that works seamlessly across platforms such as Windows, Android, and Linux. This cross-platform capability significantly increased the software's flexibility and accessibility.

Label: C# / Visual Studio 2022, Entity Framework Core, MS SQL Server 2016, Newtonsoft.Json, AutoMapper, Xunit, NSubstitute, Shouldly, WPF, SOLID, Blazor, Jenkins, Docker Container, RabbitMQ, Entity Framework-Core, Swagger, .NET Core, CI/CD mit Jenkins, REST API, T-SQL, Blazor, .NET Maui, Multiplattform-Entwicklung, Git

Feb 2022 - Aug 2023

Developer

RWE

Position summary
Developer at RWE
Industries
Banking and Finance
Business areas
Finance
Information Technology

Platform for processing international financial transactions

  • Developed a secure, scalable system for capturing and processing stock market transactions
  • Integrated Dynamics 365 Finance & Supply Chain Management
  • Implemented cloud integration solutions on Microsoft Azure
  • Developed REST and OData interfaces
  • Supported infrastructure and cloud topics

Label: C#, .NET, Azure Devops, Kubernetes, PostgreSQL, Blazor, Entity Framework Core, Git, Visual Studio 2022

Aug 2021 - Feb 2022

Lead Developer

Viastore

Position summary
Lead Developer at Viastore
Industries
Transportation
Business areas
Information Technology
Operations

Designed and implemented a modern Angular dashboard for real-time visualization of warehouse movements and system status

  • Connected the Angular interface to .NET Core microservices via REST and SignalR
  • Introduced unit tests with xUnit for the backend and structured quality assurance for the frontend
  • Analyzed performance bottlenecks in legacy code and migrated critical logic to a scalable microservice structure
  • Implemented loosely coupled services and components using SOLID principles
  • Prepared technical documentation for API interfaces and frontend architecture

Label: C#, .NET Core 7, GitLab, RabbitMQ, Microservices, Apache Kafka, WPF, MS SQL, Scrum, SAP-Integration, Angular, Angular Material, Entity Framework Core, FluentValidation, xUnit, Visual Studio 2022

Apr 2021 - Aug 2022

Lead Developer

BioNTech

Position summary
Lead Developer at BioNTech
Industries
Biotechnology
Pharmaceutical
Business areas
Information Technology
Product Development
Quality Assurance

Developed simulation software for test environments to improve the reliability of device communication

  • Responsible for CI/CD pipelines with Azure DevOps to automate build and test processes
  • Migrated existing applications from Xamarin to .NET MAUI
  • Further developed the software foundation based on object-oriented architecture and SOLID principles
  • Ensured quality through unit tests with xUnit for key software components

Label: C#, .NET, Azure DevOps, Microservices, Kubernetes, Entity Framework Core, WPF, .NET MAUI, Scrum, Ranorex, xUnit, Infoblox, Blazor, Git GitLab, Visual Studio 2019

Jan 2019 - Mar 2020

Lead Developer / Software Architect

Deutronik

Position summary
Lead Developer / Software Architect at Deutronik
Industries
Manufacturing
Business areas
Information Technology
Product Development
Production
Quality Assurance

As a software architect, I designed the control software for the production of electric motors and drove development forward as Lead Developer in a team of ten. Alongside architecture and development work, I built and configured an automated CI/CD pipeline using Jenkins. Continuous checks of every commit and automated artifact creation helped ensure software quality throughout the production chain and speed up release cycles.

  • Modernized the UI architecture: Successfully transitioned an existing legacy MFC (Microsoft Foundation Classes) application to a modern, future-ready user interface.
  • Frontend innovation with Blazor: Designed and implemented modern web UIs based on Blazor.
  • Database engineering: Responsible for database design and the high-performance implementation of data structures.

Label: C# / Visual Studio 2019, Unity IOC, Entity Framework Core, MS SQL, Server 2016, NewtonSoft.Json, AutoMapper, MSTest, NSubstitute, Shouldly, Wpf, Solid, Blazer, Jenkins, Docker Container, RabbitMQ, Swagger, Net.Core, CI/CD Jenkins, Rest Api, T-Sql, Git, GitLab

Jan 2018 - Dec 2018

Frontend Developer / DevOps Engineer

Sparkasse

Position summary
Frontend Developer / DevOps Engineer at Sparkasse
Industries
Banking and Finance
Business areas
Information Technology
Product Development
Quality Assurance

Role: Frontend Developer / DevOps Engineer

  • Developed a high-performance dashboard with Angular to visualize real-time results
  • Implemented reactive state management with RxJS
  • Introduced and configured automated Azure DevOps CI/CD pipelines
  • Structured the frontend architecture around clear responsibilities and SOLID principles
  • Supported backend quality assurance through unit tests with xUnit in connected .NET components

Label: Angular, TypeScript, JavaScript, RxJS, Azure DevOps, SCSS, REST APIs, xUnit, PowerShell, Entity Framework Core, Git, GitLab, Visual Studio 2017

Jan 2017 - Dec 2017

Full-Stack Developer / DevOps Engineer

Tecan

Position summary
Full-Stack Developer / DevOps Engineer at Tecan
Industries
Insurance
Business areas
Information Technology
Quality Assurance

The goal of this project at Tecan was to modernize existing COBOL infrastructure by migrating to a modern, high-performance web architecture.

  • System migration: Successfully migrated a legacy COBOL application to a modern ASP.NET Web API environment.
  • Frontend architecture: Designed and structured the frontend according to the SOLID principle and clear separation of concerns.
  • Quality assurance: Implemented automated unit tests with xUnit for .NET components to ensure backend logic works as expected.
  • DevOps & CI/CD: Supported deployment processes and version control through Azure DevOps.
  • Private health insurance and claims processing

Label: COBOL, .NET, ASP.NET Web API, xUnit, Azure DevOps, REST APIs, Git

Mar 2016 - Nov 2016

Lead Developer / Software Architect

Liebherr

Position summary
Lead Developer / Software Architect at Liebherr
Industries
Manufacturing
Business areas
Information Technology
Operations
Product Development

In my role as architect and lead developer, I played a key part in developing an IoT part-tracking system. I was responsible for the software architecture design, led the development team during implementation, and oversaw the deployment of the main application. My contribution played a key role in the successful completion of the project and high customer satisfaction.

Label: C# / Visual Studio 2017, Spring.net, Entity Framework, MsSql Server, Influx DB, Asp.net, Soap, Rest, XML, Web Services, Angulara, JavaScript, MS SQL Server 2016, NewtonSoft.Json , AutoMapper, MSTest, Nsubstitute, Shouldly, TypeScript, Svn

Jan 2015 - Mar 2016

Lead Developer

Mercedes

Position summary
Lead Developer at Mercedes
Industries
Automotive
Information Technology
Business areas
Information Technology
Product Development

For the “IoT Van” project, we built an agile microservice architecture for vehicle control based on Azure Service Fabric. As lead developer, I was responsible for the entire service lifecycle—from planning and development through integration to deployment. By focusing on performance and reliability, I helped bring the project to a successful close and ensure smooth, customer-focused control of the vans.

Label: Visual Studio 2017, C#, Entity Framework, MsSql Server, Azure, Micro service, XML, Web Services, Net Core , Devops, ASP.Net, Telerik Kendo, AutoMapper, NewtonSoft.Json , MSTest , NSubstitute , Shouldly, Micro service-Architektur, Xamarin

Apr 2014 - Oct 2015

Lead Developer

Infineon

Position summary
Lead Developer at Infineon
Industries
Manufacturing
Business areas
Information Technology
Product Development
Project Management

As architect and lead developer, I played a key role in designing and building a new web-based platform for test system and project management. Along with strategic software design, I focused on leading day-to-day development using Oracle technologies. I ensured the system was efficient and stable, and provided an intuitive user experience (UX). The project was successfully completed and received consistently positive feedback from users.

Label: Visual Studio 2012, Unity, Asp.net, Mvc 4, Bootstrap, KnouckoutJs, JQuery, Html5, Css3, TeamCity, Entity Framework, MSSQL, Server, Oracle DB, Scrum, IIS. Software Architecture, Selenium, Scrum.

Aug 2013 - Mar 2014

Developer

Deutsche Bahn

Position summary
Developer at Deutsche Bahn
Industries
Transportation
Business areas
Business Intelligence
Information Technology

As part of the development and enhancement of a business-critical tool for analyzing nationwide train data, I was responsible for the entire process, from planning to implementation. My focus was on extending the Wicket web interface and integrating it seamlessly with internal database systems. I also optimized the system landscape by expanding web service interfaces. The project was built using a hybrid tech stack of Java (Wicket) and C# (.NET Framework), with each language accounting for half of the work. I also independently designed the C#-based analysis tool. Thanks to this flexible approach, the project was completed successfully and received consistently positive feedback from users.

Label: Visual Studio 2012, Ninject, C#, Linq, WPF, Asp.net WCF, TFS 2010, Scrum, Log4net, Xsd, XML, MS-SqlServer 2008-2012, SSIS SSRS SSAS Big Data, Data Mining, Data-Processing, Entity Framework, Azure, Visual Studio 2012

Apr 2013 - Jul 2013

Lead Developer

IAV

Position summary
Lead Developer at IAV
Industries
Automotive
Business areas
Information Technology
Product Development
Project Management

As part of the development of a new test automation tool for the automotive electronics and central computer of a well-known car manufacturer (VW), I played a key role in the project in three central roles: architect, Scrum Master, and developer. As Scrum Master, I ensured agile team coordination and adherence to processes, while as architect I was responsible for the software design and implementation of the core testing features. Thanks to this wide-ranging contribution, the project was completed successfully. The tool is now fully integrated into VW production, where it helps significantly improve processes.

Label: Visual Studio 2012, Ninject, C#, Linq, WPF, WCF, TFS 2010, Scrum, Log4net, Xsd, XML, Scrum Master Entity Framework, MSSQL, Server, Svn, Visual Studio 2012

Jun 2012 - Mar 2013

Developer

BMW

Position summary
Developer at BMW
Industries
Automotive
Business areas
Information Technology
Product Development

As part of a comprehensive redesign of the globally used ISAR authoring system for workshop documentation and vehicle diagnostics, I led the design and development of key components. As the responsible software architect, I designed a future-proof system and led its technical implementation with the development team. This modernization of the software architecture successfully brought the business-critical system up to date with the latest technology. It also helps ensure the reliable use of the aftersales platform by workshops and service technicians worldwide for years to come.

Label: C#, WCF, Linq To XML, Linq To SQL , WPF, Asp.net, Oracle 11G, ODP.net, Nhibernate, Scrum. Teamfondation, Visual Studio 2012

Apr 2012 - Sep 2012

Developer

Liebherr

Position summary
Developer at Liebherr
Industries
Manufacturing
Business areas
Information Technology
Operations
Product Development

As Lead Developer, I played a key role in the software architecture and development of an innovative information system for an industrial environment. The system combines data from production lines, robots, and the Soflex server to provide a comprehensive, real-time view of production processes. I was responsible for designing the system architecture and successfully led the development team through implementation. By intelligently using real-time data to identify bottlenecks, we significantly increased production productivity and greatly reduced response times when problems occurred.

Label: C#, VB.Net, WCF,WinForms ,Linq To XML, Linq To SQL , WPF, MS-SQL Server 2008, Interface zu Soflex Server, Scrum, Teamleitung, Visual Studio 2012, Windows Terminalserver

Aug 2011 - Mar 2012

Developer

ELAXY/Vereinsbank

Position summary
Developer at ELAXY/Vereinsbank
Industries
Manufacturing
Business areas
Information Technology
Product Development

As Lead Developer, I played a key role in the software architecture and development of an innovative information system for an industrial environment. The system combines data from production lines, robots, and the Soflex server to provide a comprehensive, real-time view of production processes. I was responsible for designing the system architecture and successfully led the development team through implementation. By intelligently using real-time data to identify bottlenecks, we significantly increased production productivity and greatly reduced response times when problems occurred.

Label: Java 6, Spring, Firebird, GWT, EXT GWT, Smart-Gwt, Tomcat, Scrum, JEE 6, Tomcat, Oracle PL/SQL

Apr 2011 - Jul 2011

Lead Developer

Liebherr

Position summary
Lead Developer at Liebherr
Industries
Automotive
Manufacturing
Business areas
Business Intelligence
Information Technology
Operations
Production

Completion of an existing prototype to prepare it for productive use at Ford (General Motors). The software enables communication with production robots and creates various business overviews from the information received. It also analyzes information from various media (scan, image, databases)

Label: C#, WCF, Linq To XML, Linq To SQL , WPF, SharePoint , Picture analysing. Visual Studio 2010

Industry experience

See where this freelancer has spent most of their professional time.

Experienced in Manufacturing, Banking and Finance, Automotive, Biotechnology, Transportation, and Pharmaceutical.

Manufacturing
Banking and Finance
Automotive
Biotechnology
Transportation
Pharmaceutical
Profile match chart

Business area experience

See which departments and functions this freelancer has contributed to most.

Experienced in Information Technology, Product Development, Quality Assurance, Operations, Production, and Project Management.

Information Technology
Product Development
Quality Assurance
Operations
Production
Project Management
Profile match chart

Summary

Experienced Software, AI & Automation Architect and Senior Solution Architect with over 30 years of experience designing and delivering powerful, scalable, and highly automated enterprise solutions.

My profile combines three strategic pillars:

  • Software Architecture: Deep expertise in the .NET ecosystem (C#, ASP.NET Core, Blazor), modern frontend architectures (Angular, React), and robust backend structures, as well as custom development in Dynamics 365 F&SCM (X++).
  • AI Architecture: Hands-on delivery of modern AI systems in industrial and medical settings—from computer vision (MVTec HALCON) and ML.NET to advanced LLM interfaces, agentic workflows, and RAG systems (LangChain, LangGraph, n8n).
  • Automation Engineering: Designing and building resilient CI/CD pipelines (Azure DevOps, Jenkins, GitHub Actions), Infrastructure as Code (IaC), and seamless system integrations (REST, OData, SAP, OPC UA) to eliminate manual processes throughout the development and production lifecycle.

Over many years, I have successfully led agile development teams and delivered complex large-scale projects in the medical technology, finance, manufacturing, logistics, and automotive industries.

Skills

  • Architecture & Design: Cloud-Native Architectures, Microservices, Event-Driven Architecture, Onion/Clean Architecture, Solid Principles, Domain-Driven Design (Ddd), Cqrs, Design Patterns.
  • Programming Languages & Frameworks: C#, .Net / .Net Core (Up To .Net 9), Asp.Net Core, Python, Java, Javascript, Typescript.
  • Ai / Machine Learning & Agentic Ai: Langchain, Langgraph, Langfuse, N8n (Agentic Workflows & Rag), Ml.Net, Pytorch, Scikit-Learn, Mvtec Halcon (Computer Vision, Anomaly Detection, Object Classification).
  • Devops & Automation: Azure Devops, Github Actions, Gitlab Ci, Jenkins, Ci/Cd Pipelines, Infrastructure As Code (Terraform, Ansible), Powershell, Workspace Management, Lcs Sandbox Maintenance.
  • Cloud & Infrastructure: Microsoft Azure (App Services, Functions, Key Vault, Storage Accounts, Vnets, Nsgs), Aws, Docker, Kubernetes, Vmware Cloud Foundation.
  • Erp / D365 F&Scm: Dynamics 365 Finance & Supply Chain Management, X++, Custom Development, Customization, Core Erp Processes (Clearly Distinct From The Crm Area).
  • Databases: Microsoft Sql Server, Postgresql, Oracle, Firebird, Entity Framework Core, T-Sql, Stored Procedures, Performance Tuning.
  • Frontend & Ui: Blazor (Mudblazor, Telerik Kendo), Angular, React, Wpf, Maui (Cross-Platform), Mvvm, Avalonia, Winui 3.
  • Integration & Iot: Opc Ua, Mqtt, Modbus/Tcp, Can Bus, Rs-232/Uart, Rest, Odata, Soap, Graphql, Grpc/Protobuf, Sap Integration, Winapi.
  • Testing & Qa: Xunit, Nunit, Mstest, Pytest, Playwright, Selenium, Specflow, Ranorex, Tdd, Bdd.
  • Methods & Tools: Agile Development (Scrum, Kanban), Team Leadership, Mentoring, Code Reviews, Technical Documentation (Including Medical Technology Standards), Visual Studio (2012–2026), Rider, Jira, Otrs.

Languages

German
Native
Italian
Native
English
Advanced
Spanish
Elementary

Education

Universität Pisa

Dipl. Informatiker · Business Informatics · Pisa, Italy

Statistics

Experience

Total positions 21
Experience in Manufacturing 7 y
Avg length 9 m
Longest experience 1 y 8 m

Expertise

Recent roles Embedded Software Development, Lead Developer / Software Architect, Software Developer for AI-Powered Systems
Main industries Manufacturing, Banking and Finance, Automotive
Main business areas Information Technology, Product Development, Quality Assurance

Qualifications

Highest degree Master
Member since
Last update
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Frequently asked questions

Have questions? Find more information here.

Giuseppe is based in Germering, Germany.

Giuseppe speaks the following languages: German (Native), Italian (Native), English (Advanced), Spanish (Elementary).

Giuseppe has at least 14 years of experience. During this time, Giuseppe has worked in at least 8 different roles and for 19 different companies. The average length of individual experience is 1 year and 8 months. Note that Giuseppe may not have shared all experience and actually has more experience.

Based on recent experience, Giuseppe would be well-suited for roles such as: Embedded Software Development, Lead Developer / Software Architect, Software Developer for AI-Powered Systems.

Giuseppe's most recent position is Embedded Software Development at Inheco.

In recent years, Giuseppe has worked for Inheco, KION Group, Heraeus, One Ware, and JUSTIZ.NRW.

Giuseppe is most experienced in industries like Manufacturing, Automotive, and Banking and Finance. Giuseppe also has some experience in Biotechnology, Transportation, and Pharmaceutical.

Giuseppe is most experienced in business areas like Information Technology, Product Development, and Quality Assurance. Giuseppe also has some experience in Operations, Production, and Project Management.

Giuseppe has recently worked in industries like Biotechnology, Manufacturing, and Banking and Finance.

Giuseppe has recently worked in business areas like Information Technology, Quality Assurance, and Product Development.

Giuseppe holds a Master in Business Informatics from Universität Pisa.

Giuseppe is immediately available full-time for suitable projects.

Daily rate distribution

0% 25% 50% 75% 100%
20% of experts charge less than €720 per day.
20% of experts charge between €800 and €880 per day.
20% of experts charge between €880 and €960 per day.
20% of experts charge between €960 and €1040 per day.
20% of experts charge €1120 or more per day.
<€720 €800-​880 €880-​960 €960-​1040 €1120+

The rates shown represent the typical market range for freelancers in this position based on recent contracts on our platform.

Average rates for similar positions

Rates are based on recent contracts and do not include FRATCH margin.

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Daily rate avg. 911 €

The average daily rate is the mean of all daily rates from recent contracts of comparable freelancers on our platform.

1000
750
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Median rate 900 €

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 5 Nov 2026. Actual rates may vary depending on seniority level, experience, skill specialization, project complexity, and engagement length.