Analytics Intelligence is a data analytics and artificial intelligence software development company. We believe that the growth of data, data analysis and artificial intelligence, are significantly changing how organizations, cities and government agencies will be run going into the future and are providing services and products to help clients implement future proof Digital Transformation strategy.
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.
Method of Application
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