Data Scientist

Oakland-CA

Job Description

As a Data Scientist, you will be responsible for developing and maintaining the AI / ML functionality of the client SaaS Platform.

Key Responsibilities

    • Research and design interpretable prediction and recommendation models
    • Leverage platform data and user research to create novel datasets
    • Deliver AI / ML driven features that span backend services and front end UX in conjunction with the distributed engineering team 
    • Work effectively within a global team
    • Maintain trust of our customers with security standards 

Desired Skills & Experience

    • Degree in Computer Science, Statistics, Economics, or a related field
    • 4+ years of industry experience.
    • Expertise with AI / ML algorithms for clustering, supervised and unsupervised learning
    • Preferred experience with Natural Language Processing and graph-based models
    • Expertise with feature engineering, data modelling and designing data concepts
    • Coding experience with Python, Julia, or statistical languages
    • Coding experience with SQL
    • Familiarity with SaaS environments: building, deploying and operating software in production reliably
    • Familiarity with deploying software with a container solution like Docker
    • Familiarity with orchestration tools such as Airflow
    • Familiarity with both real-time model serving and batch processing

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