ML Engineer for Autonomous Drone Vision & 3D Models

OneSec; Fatih; On-site; TRY 450,000 - 600,000; Full time

Benefits offered by this job

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Job summary

OneSec in Istanbul is seeking talented Machine Learning engineers to join our R&D team. We are building a 3D foundation model for autonomous drone navigation, using a dataset of over 150 million images and cutting‑edge ML techniques to push robotics forward.

Your role will involve designing model architectures, tuning hyperparameters, and developing GPU training infrastructure, as well as creating synthetic datasets and pseudo labels to accelerate research.

Qualifications

• Strong expertise in deep learning.
• Experience with computer vision and CNNs (ResNets etc).
• Experience with PyTorch; CUDA/OpenCV are a plus.

Responsibilities

• Machine learning: developing model architectures, tuning hyperparameters, and working on GPU training infrastructure.
• Dataset generation: using open source AI models to generate pseudo labels and synthetic images for training data.

Skills

Deep learning

Computer vision

CNNs

PyTorch

CUDA

OpenCV

Tools

CUDA toolkit

OpenCV

Job description

OneSec in Istanbul is seeking talented Machine Learning engineers to join our R&D team. We are building a 3D foundation model for autonomous drone navigation, using a dataset of over 150 million images and cutting‑edge ML techniques to push robotics forward.

Your role will involve designing model architectures, tuning hyperparameters, and developing GPU training infrastructure, as well as creating synthetic datasets and pseudo labels to accelerate research.