Data Scientist mit Schwerpunkt Quantencomputing (m/w/d)
Core
Developing and optimizing quantum algorithms and machine learning models to optimize core processes for legal professionals and enhance data security through AI and quantum computing advancements.
Role type
Senior IC Data Scientist (Quantum Computing & ML)
Builds
Production ML models, quantum algorithms, and encryption solutions for DATEV's member law firms.
Domain
Legal technology, Quantum Computing, Machine Learning
Deliverable
production ML models
Required skills
Quantum mechanics/Quantum informatics, Linear algebra, Statistical modeling (Markov Logic Networks, Bayesian Networks), Python, Quantum computing frameworks (Qiskit, Pennylane), Data science frameworks (pandas, sklearn, PyTorch, HuggingFace), Combinatorial optimization
Preferred skills
Experience with Grover algorithms, Tensor network decomposition methods, Probabilistic models
Technologies
Qiskit, Pennylane, Python, PyTorch, HuggingFace, pandas, sklearn, polars
Responsibilities
Develop and optimize quantum algorithms including Grover and probabilistic models; Implement and optimize classical, quantum-ML, and deep learning methods; Plan and evaluate experiments on quantum computers and simulators; Formulate mathematical and algorithmic problems for key breaking scenarios; Collaborate in interdisciplinary teams to improve AI solution development processes.
Seniority
Senior, hands-on IC