Machine Learning Engineer

Onesec Teslimat Teknolojileri; Beyoğlu; On-site; TRY 300,000 - 600,000; Full time

Benefits offered by this job

Attractive salary

Cutting-edge drone tech

State-of-the-art tools

Job summary

OneSec is a Istanbul-based drone tech company building one of the largest ML projects in the autonomous delivery drone field. We operate with our own photorealistic flight simulator and a vast depth perception dataset comprising millions of samples.

The role focuses on dataset generation using open source AI models to produce pseudo labels, synthesize stereo images, and filter large public datasets, with opportunities to train models and adjust architectures.

Qualifications

• Strong expertise in deep learning.
• Experience with computer vision and CNNs (ResNets etc).
• Experience with PyTorch & CUDA.
• Good generalist tech skills: cloud infrastructure, image processing, etc.

Responsibilities

• Primary: Dataset generation: using open source AI models to generate pseudo labels for a large image dataset, generate synthetic stereo images from images with depth map, filter large public datasets like LAION-5B.
• Secondary: Train models, modify model architecture etc.

Skills

Deep learning

Computer vision

CNNs (ResNet etc)

PyTorch

CUDA

Cloud infrastructure

Image processing

Tools

PyTorch

CUDA

Job description

About OneSec

OneSec is a leading innovator in drone technology, specializing in AI powered autonomous delivery drones. We are dedicated to pushing the boundaries of what's possible in aerial robotics and control systems.

Situated near Şişhane Metro station in the city center of Istanbul, committed to advancing the capabilities of aerial vehicles.

Check out our website OneSec.com for more info

Job Description

OneSec is building one of the largest machine learning projects in the drone industry. With our own photorealistic flight simulator, and a fleet of prototype drones, we are building one of the largest depth perception datasets in the world, with 150 million training samples.

The job has 2 main components:

Primary: Dataset generation: using open source AI models to generate pseudo labels for a large image dataset. Generating synthetic stereo images from images with depth map. Filtering large public datasets like LAION-5B.

Secondary: Train models, modify model architecture etc.

Requirements

• Strong expertise in deep learning
• Experience with computer vision and CNNs (resnets etc)
• Experience with PyTorch & CUDA
• Good generalist tech skills: cloud infrastructure, image processing etc.

Why Join OneSec?

• Work in an exceptionally talented team
• Attractive salary
• Work on cutting-edge autonomous drone technology
• State-of-the-art development tools & equipment