Job Description:
Key responsibilities and tasks:
Develop and optimize algorithms and models for deep learning and machine learning applications.
Collaborate with cross-functional teams to define project requirements, goals, and success criteria.
Apply machine learning and data mining techniques to identify trends, anomalies, and actionable insights in medical data.
Perform rigorous testing and validation of algorithms to ensure high performance and reliability in real-world scenarios.
Analyze and interpret experimental results, making data-driven decisions to improve algorithm performance.
Additional Positions:
Location:
Hybrid, Jerusalem area
Category:
Job Qualifications:
B.Sc. or M.Sc. in Computer Science, Electrical Engineering, or a related field.
Minimum of 5 years of industry experience as an Algorithm Developer, Data Scientist, or in a similar role.
Strong expertise in deep learning and machine learning, with hands-on experience using frameworks such as PyTorch, TensorFlow, or Keras.
Proven experience in developing and optimizing algorithms for machine learning tasks.
Solid understanding of neural networks, convolutional neural networks (CNNs), recurrent neural networks (RNNs), and other deep learning architectures.
Familiarity with GPU programming and optimization techniques for accelerating deep learning algorithms.
Strong analytical and problem-solving skills, with the ability to think creatively and propose innovative solutions.
Excellent communication and collaboration skills, with the ability to work effectively in a team-oriented environment.
Company Occupation:
High Tech