About the Job
We are looking for machine learning engineer to help us extract value from OTA API data. You will lead all the processes from data collection, cleaning, and preprocessing, to training models and deploying them to production.
The ideal candidate will be passionate about artificial intelligence and stay up-to-date with the latest developments in the field.
Main task is collect data from several travel APIs and mapping them to avoid data conflict and Develop Pricing strategies that control and change the price according to Supply and demand.
• Understanding business objectives and developing models that help to achieve them, along with metrics to track their progress
• Managing available resources such as data so that deadlines are met
• Analyzing the ML algorithms that could be used to solve a given problem and ranking them by their success probability
• Collect data from several APIs and mapping them to avoid data conflict.
• Develop Pricing strategies that control and change the price according to Supply and demand.
• Exploring and visualizing data to gain an understanding of it, then identifying differences in data distribution that could affect performance when deploying the model in the real world
• Verifying data quality, and/or ensuring it via data cleaning
• Supervising the data acquisition process if more data is needed
• Finding available datasets online that could be used for training
• Analyzing the errors of the model and designing strategies to overcome them
• Deploying models to production
• Bachelor’s degree in computer science, artificial intelligence, data science, mathematics, or a related field.
• Advanced proficiency with Python, and R code writing.
• Extensive knowledge of artificial intelligence, ML frameworks, libraries, data modeling, and software architecture.
• In-depth knowledge of mathematics, statistics, data structures, and algorithms.
• Superb analytical and problem-solving abilities.
• Proficiency with a deep learning framework such as TensorFlow or Keras
• Proficiency with Python and basic libraries.
• Expertise in visualizing and manipulating big datasets
|الدوام||دوام كامل (Full-Time)|
|تاريخ النشر||2 فبراير، 2021|