We are a small London startup with the ambition to change education with ML-powered tutoring. Our flagship product is a mobile application for teaching English to intermediate and advanced learners.
We’re on the verge of solving one of the biggest challenges in education – making high-quality, personalised learning accessible to everyone.
We’re looking for a Junior ML Engineer to join the growing ML team at Glite. We are building fundamental models for eduction - solving the ultimate learning task of predicting student knowledge and optimal ‘next task’ scheduling.
What you will do 🚀
- Work with a vast amount of unique data - we have data from over 1M language tests, including text and voice data
- Create brand new dictionaries, applicable to any context - right now it’s the English language, but in the future it could be other languages or even subjects such as Mathematics
- Analyse large amounts of diverse data - including data from every movie, book, and song
- Work in a cross-functional team and communicate with backend engineers and product managers
- Create new types of tests for language learners to gather more test results, analyse them, and build prediction models based on these results
- Optimise and fine-tune machine learning models for performance, scalability, and accuracy
Essential skills 🙏
- Bachelor's or master's degree in computer science or data science, or equivalent practical experience building ML solutions
- Knowledge of machine learning algorithms and metrics
- Understanding of neural networks, CNNs, RNNs, and transformers
- Knowledge of NLP algorithms
- Experience building automated ML pipelines
- Strong Python knowledge
- Experience using tools such as Pandas and NumPy for data manipulation and analysis
Desirable Skills 👌
- Can speak, or is learning to speak, more than one language