Frontier ML Researcher: 3D Foundation for Autonomous Drones

OneSec; Fatih; On-site; TRY 180,000 - 320,000; Full time

Benefits offered by this job

Stock options

Job summary

OneSec is an international startup with an R&D center in Istanbul, seeking talented Machine Learning engineers to work on a 3D-Foundation model for autonomous delivery drones. You will contribute to model architectures, hyperparameter tuning, and GPU training infrastructure, while also generating synthetic data and pseudo labels.

Join a highly skilled team and work with state-of-the-art tools in a rapidly advancing robotics-focused ML project.

Qualifications

• Strong expertise in deep learning.
• Experience with computer vision and CNNs (ResNets).
• Experience with PyTorch (CUDA, OpenCV preferred).
• Attractive salary and stock option package.
• Work in an exceptionally talented team.
• State-of-the-art development tools and training infrastructure.

Responsibilities

• Develop model architectures, tune hyperparameters, working on GPU training infrastructure.
• Dataset generation: using open source AI models to generate pseudo labels, synthetic data with geometric transformations, and filter datasets for training data.

Skills

Deep learning

Computer vision

CNNs (ResNet)

PyTorch

CUDA

OpenCV

Tools

PyTorch

CUDA

OpenCV

Job description

OneSec is an international startup with an R&D center in Istanbul, seeking talented Machine Learning engineers to work on a 3D-Foundation model for autonomous delivery drones. You will contribute to model architectures, hyperparameter tuning, and GPU training infrastructure, while also generating synthetic data and pseudo labels.

Join a highly skilled team and work with state-of-the-art tools in a rapidly advancing robotics-focused ML project.