AI ML Engineer

DocuSketch, a prominent European software firm specialising in the digitisation and visual representation of real estate assets, is seeking a talented AI/ML Engineer to join their growing remote team. The company, headquartered in Potsdam, Germany, provides innovative solutions that streamline how properties are managed and visualised, and they are now looking to bolster their technical capabilities in the realm of 3D perception.

About the role

This is a high-impact remote opportunity designed for an engineer who thrives at the intersection of research and practical application. As part of a fast-growing SaaS environment, you will be instrumental in developing advanced algorithms that push the boundaries of how real estate data is processed. Your primary focus will be on the core technological challenges of the business, specifically refining object detection and 3D perception models using equirectangular imagery.

The role requires a high degree of agility. You will not only be responsible for the full lifecycle of machine learning models—from initial research and training to deployment—but you will also be expected to rapidly prototype new concepts. This is an ideal position for a developer who enjoys the "research-to-production" pipeline and wants to see their code directly influence a product used within the digital property economy.

Your daily contributions will involve solving complex vision-based problems, requiring a blend of mathematical rigour and technical proficiency. Key responsibilities include:

• Designing, training, and deploying state-of-the-art machine learning models focused on 3D perception.
• Working specifically with equirectangular image datasets to enhance property visualisation tools.
• Developing and iterating on prototypes to demonstrate proof-of-concept technologies.
• Collaborating with cross-functional teams to integrate these advanced models into the existing DocuSketch product ecosystem.
• Maintaining a high standard of code quality and performance, ensuring that models are both accurate and efficient.

What they're looking for

The successful candidate will possess a blend of strong academic foundations and hands-on experience in computer vision. To be considered for this role, you should have:

• A Bachelor’s degree in Computer Science or a field that provides equivalent practical expertise.
• A minimum of five years of professional experience specifically dedicated to the development and training of machine learning models.
• Robust mathematical skills, which are essential for navigating 3D computer vision algorithms effectively.
• Extensive programming experience in Python and deep familiarity with PyTorch as a primary ML framework.
• A self-motivated mindset with the ability to work independently within a distributed, remote team.
• Excellent communication skills, enabling you to document your processes and contribute effectively to team discussions.

For applicants in the South African market, roles of this calibre—particularly those requiring specialised expertise in computer vision and 3D perception—typically command competitive compensation packages. Because this position involves working for an international European entity, the salary is often pegged against global benchmarks for senior engineering talent, which can be significantly higher than domestic averages.

Candidates moving into this sector often find that the growth trajectory leads into Senior AI Architect or Lead Data Scientist positions. Remote roles with European firms offer excellent exposure to international product standards and can be a significant career accelerator for South African engineers looking to work on global SaaS infrastructure while maintaining local residency.

• Bachelor’s Degree in Computer Science or equivalent experience.
• Excellent math skills.
• Experience with 3D computer vision algorithms.
• Preferably 5+ years of experience developing and training machine learning models.
• Strong experience with Deep ML frameworks (PyTorch).
• Strong experience in Python.
• Self-motivated and energetic team player with a strong work ethic and cooperative attitude.
• Excellent communication and organizational skills.