Software Architect-Streckenvideo-734

Role: Software Architect

Location – Frankfurt Germany

Employment Type: Contract or Permanent

Working Mode: Remote with occasional travel

Language: English & German B2 Certified

Project: Route Video

Context:
The project involves developing a digital vegetation management application and a route knowledge application which are critical for maintaining railway infrastructure and training train drivers. The project also includes a measuring player application for infrastructure planning utilizing video recordings and sensor data.

Services Required:

Development of software architecture solutions for video recording and analysis.

Creation of tracking solutions based on video and sensor data.

Development of mobile applications for video data collection.

Implementation of AI models for object detection and anonymization.

Risk management and technical consulting.

Coordination of technical architecture and requirements documentation.

Project Details:

Location: Frankfurt am Main

Service Provision: Services will be provided both remotely and onsite as necessary.

Technical Requirements:

Experience:

o Minimum of 5 years in software architecture and development.

o Proven experience in developing native iOS applications and AIsupported methods for object detection.

Skills:

o Proficiency in technology stacks: PyTorch OpenCV Scipy Java Python and Swift.

o Experience in fullstack web development and AWS cloud infrastructure.

o Strong understanding of CI/CD pipelines and agile methodologies (Scrum/Kanban).

o Ability to conduct workshops and reviews on technical architecture topics.

Musthave criteria from the service description

Musthave criterion

Specification for answer

Fulfills Yes/No

Explanation

At least 5 years of experience in Development of software architecture solutions
for the recording of video material of the railway
infrastructure should Technology stack: Webbased processes in the
AWS cloud infrastructure with connection to a
native iOS app.

proof including references

At least 5 years of experience in the development
of AIsupported methods including computer
vision with CNN for positioning object detection
and anonymization.TechnologyStack: pytorch yolov5

proof including references

At least 5 years of experience in developing a
native iOS app for recording video footage of
railway infrastructure TechnologieStack: Swift

proof including references

At least 2 years of experience in the development
of a visual measurement system based on object
detection in video recordings TechnologieStack: opencv scipy

proof including references

At least 5 years of experience in full stack (web)
development: (Web)Backend (Java Python) (Web)Frontend

proof including references