Solution Architect - Route Video (m/f/d) – AFRA #165

Project overview

The services concern projects and services for the capture and use of route and infrastructure data in the mobility and logistics environment, including digital route knowledge, vegetation management, and video-based surveying. The data basis consists of video recordings and associated sensor/metadata generated during route traversal. The data material is processed using automated and manual methods to meet data protection, quality, and context requirements. Modern AI methods such as object detection, positioning, 3D reconstruction, and anonymization are used.

Services:

Software Development:

Architecture Consulting:

• Development of software solutions for recording video material of traffic infrastructure with mobile devices (iOS), including positioning, sensor data evaluation, and anonymization methods (AI models / Convolutional Neural Network (CNN))
• Development of software architecture solutions for recording video material, including positioning, sensor data evaluation, and anonymization methods
• Development of visual measurement systems based on objects in video recordings
• Development of positioning solutions based on video material, GPS, and sensor data
• Advising the client on the technical architecture (strategy) of IT systems in the subject area, their further development, and identifying optimization potential
• Promotion and advancement of the technology strategy, knowledge transfer, and innovation and standardization within the project
• Execution of risk management by assessing and documenting technical risks, and deriving and advising on courses of action
• Consulting on the implementation of the technical architecture in software development

Requirements

Communication, Professional and Methodological Support:

Requirements – must have: (mandatory, also listed and explained in years and individual project references!)

Framework Data:

Period planned: 01.01.2027 – 31.12.2029

• Development of the technical architecture from the requirements, coordination, and monitoring of implementation in the project (quality assurance)
• Analysis of business requirements for IT systems and development and creation of technical implementation possibilities
• Creation of technical architecture concepts for IT systems in the project context (e.g., database design, component specifications, technical interface and service descriptions) according to standards and reference architectures
• Determination of non-functional requirements, documentation, coordination, and monitoring of their implementation
• Definition of requirements for hardware and software equipment
• Effort estimation for the technical solution in the project
• Presentations on technically complex topics
• Moderation of workshops on technical architecture topics
• Conducting reviews for design, code, and tests
• Minimum 5 years of experience in developing cloud-based software architecture for video recording with iOS integration
• Minimum 5 years of experience in developing AI-supported computer vision methods with PyTorch/YOLOv
• Minimum 5 years of experience in developing a native iOS app for recording video material of railway infrastructure. Technology stack: Swift
• Minimum 3 years of experience in developing a visual measurement system based on object detection in video recordings. Technology stack: opencv, scipy
• Minimum 5 years of experience in full-stack (web) development with Java and Python
• Industry knowledge in transport and traffic infrastructure (min. 5 years) 50%
• Communication and moderation skills (min. 3 years) 25%
• Agile methodology competence (min. 3 years) 25%

Project details

100% remote

Project language: German

Utilization: Full-time

Other: Nearshore possible

I look forward to receiving your profile including availability and desired conditions!

• Start: 2027-01
• Duration: 36 Monate
• Remote: remote
• Location: Frankfurt am Main, Deutschland, DE
• Languages: German