Synthetic Data Generation Specialist

Waukesha, WI - USA

Monthly Salary: Not Disclosed

Posted on: Yesterday

Vacancies: 1 Vacancy

Job Summary

Synthetic Data Generation Specialist

Experience - 8 years of overall experience Location - Waukesha WI Whats in it for you

The ideal candidate will bring strong expertise in Generative AI Computer Vision and simulation technologies to develop high-quality synthetic datasets that accelerate AI/ML model development.

This role focuses on designing advanced simulation models building diverse virtual environments combining synthetic and real-world data for AI training and developing automated data annotation pipelines.

Experience in autonomous vehicle synthetic data generation is highly preferred.

Responsibilities

Design develop and optimize advanced simulation and synthetic data generation models using generative AI techniques such as GANs Diffusion Models and VAEs
Create and program diverse realistic virtual environments and scenarios to generate synthetic datasets across multiple use cases
Integrate synthetic data with real-world datasets to train test and validate AI perception planning and control algorithms
Develop automated pipelines for labeling and annotating synthetic data with high accuracy
Validate synthetic data quality using statistical and analytical methods
Collaborate with data scientists ML engineers and domain experts to ensure the technical accuracy and relevance of generated datasets

Mandatory Skills

Bachelors / Masters / PhD in Computer Science or a related field
3 years of hands-on experience in synthetic data generation using deep learning frameworks such as PyTorch or TensorFlow
Strong proficiency in Python and ML/CV libraries (NumPy OpenCV scikit-learn PIL/Pillow)
Solid understanding of Computer Vision image processing and 3D graphics rendering pipelines
Strong analytical and problem-solving skills with the ability to evaluate data quality both quantitatively and qualitatively

Synthetic Data Generation Specialist Experience - 8 years of overall experience Location - Waukesha WI Whats in it for you The ideal candidate will bring strong expertise in Generative AI Computer Vision and simulation technologies to develop high-quality synthetic datasets that accelerate AI/ML m...