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Staff AI Engineer
2 weeks ago
Responsibilities:
- Design and develop a variety of classical and deep learning algorithms to model complex interactions in business environments. - Create algorithms for statistical analysis of cybersecurity risks. - Use data mining, AI, and graph analysis techniques to tackle various challenges like modeling relevance determination and recommendation systems. - Provide high-quality solutions that find the right balance between complexity and efficiency.
- Engage in the engineering process at Balbix, including designing ML infrastructure, developing data pipelines, writing production code, conducting code reviews, and collaborating with infrastructure and reliability teams.
- Drive the architecture and use of open-source numerical computation libraries such as TensorFlow, PyTorch, and ScikitLearn.Requirements:
- Bachelor's or Master’s degree in Computer Science or Electrical Engineering with practical software engineering experience. - Minimum of 5 years of experience in machine learning and Python programming. - Proficiency in programming fundamentals and constructing large-scale systems - Understanding of cutting-edge algorithms, statistical analysis, and modeling techniques. - Strong grasp of NLP, Probabilistic Graphical Models, Deep Learning with graph structures, and explaining models. - Basic knowledge of probability, statistics, and linear algebra.
Desired Skills:
- Ability to solve complex problems, adapt quickly, and persevere to find effective solutions. - Passion for developing practical and user-friendly systems. - Collaborative mindset, comfortable with cross-team collaboration. - Take ownership of solving challenging problems. - Excellent communication skills and practices for documentation. - Comfortable with uncertainty and capable of designing algorithms for evolving requirements. - Intuitive grasp of choosing suitable models for various product needs. - Curiosity about the world and the profession, dedicated to continuous learning.
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