Senior Data Science Engineer

A leading large-scale mobile platform company is looking for a talented and experienced Senior Data Scientist to join her innovative AI team. The perfect candidate will possess a solid foundation in machine learning, data engineering, and software development, and will take the lead in designing, developing, and deploying advanced machine learning pipelines and systems.

Key Responsibilities:

Implement state-of-the-art solutions by utilizing our extensive data resources.
Create online and scalable models and tools using machine learning, deep learning, and natural language processing (NLP) techniques.
Manage projects from start to finish, addressing business questions all the way through to production.
Collaborate with data scientists, machine learning engineers, product managers, analysts, and developers across the organization to tackle complex challenges.

Requirements:

MSc or PhD in Data Science, Computer Science, Math, Statistics or Engineering
4+ years of experience as a data scientist
Experience solving complex business problems using state of the art algorithms
Solid background in algorithms, data structures, and programming
Good understanding of probability and statistics
Experience in leading machine learning projects
Great analytic skills and business understanding
Strong Python development knowledge
Experience working on an applied recommendations system solution
Proven experience with deep learning frameworks (e.g. Pytorch, Tensorflow, Keras)
Team player, ability to handle several tasks simultaneously

Advantage

Experience with big-data frameworks (e.g. Spark, Ray, Dask, Airflow)
Experience working with billions of records
Experience working with MLOps tools (MLFlow, Kubeflow, B&W, etc)
Experience working with any feature store
Experience in NLP techniques