Junior Machine Learning Engineer

About the Company

We are hiring a Junior Machine Learning engineer for a well-known and super successful company with more than 3,500 employees in offices worldwide.

Join a leader in interactive entertainment delivering personalized immersive experiences to millions of loyal players across a diverse portfolio of games.

We are looking for a Junior Machine Learning Engineer to work with complex Machine Learning Infrastructure!

Location: Herzlia

Responsibilities

· Understand and use computer science fundamentals, including data structures, algorithms, computability, complexity, and architecture.

· Collaborate with Data Scientists in training models and tuning their hyperparameters

· Collaborate with Data Scientists in planning and executing model experimentation, Evaluation, and Validation.

· Verifying data quality, and/or ensuring it via data cleaning

· Defining and implementing the preprocessing or feature engineering to be done on a given dataset

· Executing & evaluating ML tasks related QA tests.

· Deployment of ML systems to lower and production environments. Monitoring and optimizing Machine Learning models and processes to maintain systems performance.

· Documenting Machine Learning processes and ML systems. Keeping abreast of developments in Machine Learning field

Requirements

· 1 year of experience as an algorithms or software developer from the industry / IDF

 OR 

 Excellent student from a top university

· BSc or MSc degree from a top university in Computer Science, engineering, or a related field

· Proficiency with Python and basic libraries for machine learning such as Scikit-learn, Matplotlib and Pandas

· Background in databases and SQL queries

· Knowledge in visualizing and manipulating big datasets

· Basic knowledge of Linux operating system

· Basic mathematical skills, in order to perform computations and work with algorithms

· Understand data structures, data modeling, and software architecture

· Knowledge of machine learning frameworks such as PyTorch TensorFlow or Keras