AI developer - data generation
Core
Develop AI and machine learning solutions to generate image-based datasets for the life sciences and pharmaceutical industry.
Role type
Senior IC machine learning engineer (computer vision, data generation)
Builds
Image-based datasets that reproduce real-world domain characteristics
Domain
Life sciences and pharmaceuticals
Deliverable
production ML models
Required skills
Machine learning, deep learning, computer vision, software engineering, data analysis, dataset creation and manipulation, Python, deep learning frameworks (Caffe, Keras, TensorFlow, Pytorch, NumPy, scikit-learn)
Preferred skills
Experience with large-scale datasets, translating business requirements into technical solutions
Technologies
Python, Caffe, Keras, TensorFlow, PyTorch, NumPy, scikit-learn
Responsibilities
Design, develop, and refine AI/ML solutions for image-based data generation; Implement, evaluate, and improve deep learning models for vision applications; Create, manipulate, analyze, and validate datasets from multiple sources; Improve existing codebases for performance and maintainability; Apply ML techniques to solve practical problems
Seniority
Senior, hands-on IC
