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Senior Machine Learning Back-end Engineer

mylo-btechCairo, Cairo Governorate, Egypt
Hybrid Full-time

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Experience Level

Senior

Qualifications

Requirements:Education: Bachelor’s degree in Computer Science, Engineering, Statistics, Mathematics, or a related quantitative discipline. Technical ML Foundation:Algorithms: Comprehensive understanding of classification techniques (Logistic Regression, Decision Trees, Random Forests) and regression analysis. Deep Learning: Basic knowledge of neural network architectures and principles (activation functions, loss functions, backpropagation). Libraries: Practical experience with Scikit-Learn for data preprocessing, model selection, and pipeline development. Optimization: Familiarity with hyperparameter tuning methodologies and gradient boosting frameworks (LightGBM, XGBoost). Software Engineering Fundamentals:Version Control: Proficient with Git commands (branching, merging, conflict resolution) and collaborative platforms (GitHub/GitLab). Code Quality: Capacity to produce clean, reusable, and intelligible code, with an understanding of functions, modularity, and basic testing. Core Skills: Proficient in Python programming and SQL. Analytical Foundation: Strong grasp of statistics and familiarity with standard data manipulation libraries (Pandas, NumPy).

About the job

Join our dynamic team at mylo-btech as a Senior Machine Learning Back-end Engineer, where you'll play a crucial role in shaping the future of technology.

Key Responsibilities:

  • End-to-End Modeling: Collaborate in the training and refinement of machine learning models across diverse business sectors utilizing contemporary Python libraries.
  • Engineering Integration: Partner with our team to make models accessible through APIs. Gain insights into implementing Feature Store definitions while ensuring data integrity for real-time application.
  • Data Operations: Oversee data preparation and analysis using SQL and Python. Acquire skills in managing datasets with Data Version Control tools to monitor modifications.
  • Code Quality: Produce clean, modular, and thoroughly tested code. Engage in peer code reviews and utilize version control (Git) as part of your daily routine.
  • Continuous Learning: Engage in our comprehensive induction program to master our specialized tools for model serving, package management, and system monitoring.

About mylo-btech

mylo-btech is at the forefront of technological innovation, providing a collaborative and creative work environment designed to empower our teams and drive business success.

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