Senior Machine Learning Engineer

  • full time
  • 5+ years
  • Tel Aviv - Center

Job Description:

· Model Development: Design, develop, and implement machine learning models and algorithms to address specific business needs and challenges.
· Data Collection and Preprocessing: Collect, clean, and preprocess large datasets to ensure data quality and suitability for training machine learning models.
· Feature Engineering: Identify relevant features and engineering techniques to enhance model performance and predictive accuracy.
· Model Training and Evaluation: Train, validate, and evaluate machine learning models using appropriate evaluation metrics and techniques.
· Model Deployment: Deploy machine learning models into production environments, ensuring scalability, reliability, and efficiency.
· Monitoring and Maintenance: Monitor model performance and health in production, diagnose and troubleshoot issues, and implement improvements as needed.

Additional Positions:

Algorithm developer

Category:

Software

Job Qualifications:

· Bachelor’s Degree in Computer Science, Statistics, Applied Mathematics, or other related fields.
· 5+ years of experience in developing end to end machine learning solutions, involving substantial software development (programming) efforts, 3+ years of hands-on experience with Python.
· Proven experience (2+ years) in developing and deploying machine learning models and systems in production environment.
· Solid experience with re-enforcement learning models
· Solid understanding of machine learning algorithms, techniques, and best practices, with expertise in areas such as supervised learning, unsupervised learning, and deep learning.
· Solid understanding of backend development principles, including software architecture, API design, databases, and server-side frameworks.
· Proficiency in data preprocessing techniques, exploratory data analysis and feature engineering.
· Experience with explaining ML using Explainable AI or using Surrogate Model
· Passion for technology and staying updated with current best practices.

Company Occupation:

High Tech

Company Size:

Medium (50 - 150)

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