A Lot About You
A data scientist is expected to work with our data engineers to apply scientific thinking and techniques to improve the performance and effectiveness of our products, as well as retrieval system engineering. You might also need to perform metrics analysis for further model enhancement and develop the model with experiments and evaluations to demonstrate the algorithm. You will have the opportunity to publish your work and expand the horizons of web science and the experience of building online systems.
You will provide scientific strategy, development, execution, and innovation across specific engagements. The role is expected to work in close collaboration with businesses units, engineers, and analysts. The ideal candidate would have a strong understanding of the machine learning or deep learning ecosystem while also having a solid understanding of creative executions and ideation. Also, experience interfacing with mid/high-level clients is a must.
You Must Have
Strong passion to deliver data insights and data services by leveraging scalable machine learning and data processing platforms.
Experience in statistical modeling, feature engineering, data mining and machine learning algorithms in computer vision, NLP
Familiar with deep learning algorithms, such as CNN, RNN and graph-based models
Experience in data mining or any machine learning tools like Pandas, Tensorflow, Pytorch, Scikit-learn, XGBoost, Jupyter notebook, etc.
Fluency in Python
It’s a plus to have experience in the Big Data ecosystem such as Hadoop, Hive, Presto
It’s a plus to having experience in recommendation engines, user behavior modeling, revenue optimization.
Experience in running GPU accelerated deep learning workloads is a plus
Experienced in Java, SQL language is a plus.
Experienced in traditional SQL(MySQL, Postgres, ...) databases and NoSQL databases (Cassandra, HBase, ...) is a plus.
Experience in streaming data process(Spark, Flink) is a plus
Experience with data pipelines, ETLs, and workflow management systems such as Airflow, Oozie, Trinity is a plus
BS or MS in Computer Science or other related fields
More information: Data Scientist (myworkdayjobs.com)