Huge plus if you have:
Designed and/or built ML modules as part of larger distributed systems.
Experience using various tools within the Hadoop ecosystem.
Experience in data visualization.
Strong statistics background.
Craft, conduct and analyze experiments to evaluate models/algorithms.
Communicate findings and take algorithms/models to production.