Computational Biologist

The Role (Job Summary)

At Deep Piction, we are shaping the future of visual content through cutting-edge neural networks. In this role, you will lead the development of image generation algorithms that will impact millions of users worldwide. Join our team to solve the most complex challenges in computer vision and set new industry standards.

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Key Responsibilities

• Design and train deep learning models for advanced image processing and generation.

• Optimize existing computer vision algorithms for real-time performance and scalability.

• Collaborate closely with product design and backend teams to seamlessly integrate AI solutions.

• Conduct A/B testing on new models and analyze their effectiveness using real-world data.

• Write clean, maintainable, and well-documented code in Python and C++.

• Mentor junior engineers and lead regular code review sessions to ensure high quality.

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Requirements & Qualifications: Must-haves

• Minimum of 4 years of commercial experience in machine learning and computer vision.

• Deep expertise in Python and deep learning frameworks such as PyTorch or TensorFlow.

• Hands-on experience with architectures like CNNs, GANs, Diffusion Models, and Vision Transformers.

• Strong proficiency with version control (Git) and MLOps infrastructure (MLflow, Weights & Biases).

• Bachelor’s or Master’s degree in Computer Science, Mathematics, or a related field.

• Upper-Intermediate (B2) or higher English proficiency for fluent team communication.

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Requirements & Qualifications: Nice-to-haves

• Experience deploying ML models in cloud environments like AWS, Google Cloud, or Azure.

• Practical knowledge of C++ and performance optimization tools (TensorRT, ONNX).

• A track record of scientific publications at major conferences (CVPR, ICCV, NeurIPS).

• Previous experience working in a fast-paced startup or dynamic development environment.

• Conversational proficiency in the German language.