Junior Data Scientist at Analytics Intelligence [AI]

Job Description

• Integration of data storage solutions - may include databases such as MongoDB, key-value stores, blob stores, AWS S3 buckets, SFTP. 
• Writing reusable, testable, and efficient code.
• Training models and tuning their hyperparameters. 
• Analysing the errors of the model and designing strategies to overcome them.
• Defining the preprocessing or feature engineering to be done on a given dataset.
• Defining data augmentation pipelines. 
• Defining the preprocessing or feature engineering to be done on a given dataset.
• Verifying data quality, and/or ensuring it via data cleaning. 
• Analysing the ML algorithms that could be used to solve a given problem and ranking them by their success probability. 
• Knowledge of user authentication and authorisation between multiple systems, servers, and environments. 

Qualifications and Sklls

• Minimum of 1-2 years experience in Data Science. 
• Bachelor’s/ Master’s degree, (or equivalent) in Data Science, statistics, or related discipline.
• Proficient in Python and other software development languages used for machine learning and deep learning.
• Understanding of front-end technologies, such as JavaScript, Node.js, React, React Native HTML5, and CSS3.
• Experience using web services: Redshift, S3, Spark, Digital Ocean, etc. 
• Experience creating and using advanced machine learning algorithms and statistics: regression, simulation, scenario analysis, modeling, clustering, etc. 
• Good problem-solving skills.
• Good communication skills.