Machine Learning Scientist
Core
Develop real-time machine learning solutions and ranking algorithms based on deep learning to solve challenging real-world problems on big data for a travel-tech company.
Role type
Machine Learning Scientist (IC)
Builds
Real-time ML solutions, Ranking Algorithms
Domain
Travel technology, Big Data
Deliverable
production ML models
Required skills
Supervised learning (Classification, Regression), Unsupervised learning (Clustering, Feature Selection, Dimensionality Reduction), Deep Learning (RNNs, CNNs, Autoencoders), Python, SQL, scikit-learn, Pandas, Numpy, Scipy, MLflow, Keras, TensorFlow, PyTorch
Preferred skills
Uncertainty Estimation (Monte Carlo Dropout, Deep Ensembles)
Responsibilities
Develop real-time ML solutions for big data problems, Develop Ranking Algorithms using deep learning, Collaborate in cross-functional teams
Seniority
Professional level (Master's + 3 years or PhD)
