Job Category: AI Research and Data
Job Type: Full Time
Job Location: Or-Yehuda
TSG Group is hiring a Data Scientist for a software development division focused on aerial imagery, C4I systems, and AI.
TSG is a publicly traded defense technology company specializing in software-based systems development and a global provider of IT and cyber technology services.
Position Responsibilities:
- Research and development of original, cutting-edge AI products for both the defense and civilian markets
- Conducting research for the development of new products and improvement of the company’s leading solutions
- Development of AI models to solve complex real-world challenges
- Development and optimization of deep learning-based models
- Analysis of complex systems, reviewing academic literature, and implementing research insights
- Working as part of a research and development team using Agile methodologies
- Development in both cloud and on-premise environments
Requirements:
- M.Sc. or Ph.D. in Computer Science, Electrical Engineering, Mathematics, or Physics
- At least 2 years of hands-on experience developing AI models to solve complex real-world problems
- Expertise in developing and optimizing deep learning models; experience with Transformer-based (Generative AI) models is preferred
- In-depth understanding of deep learning architectures, including CNNs, RNNs, Transformers, and others
- Strong programming skills and experience designing simulation environments for algorithm validation
- Ability to analyze complex systems, read academic literature, and implement research-based insights
- Excellent problem-solving, communication, and teamwork skills
- Advantage: Strong background in deep learning for multivariate time series analysis