Demandbase is hiring a
Staff Data Scientist

Summary

The job is for a Data Scientist in Demandbase's Central Data Science team. Responsibilities include developing Machine Learning algorithms, building, testing, and deploying custom ML/AI models, and communicating results to technical and non-technical audiences. Requirements are 3+ years of data science experience, background in relevant fields, proficiency with analytical and database tools, ML Experience, and proficiency with specific ML libraries and frameworks.

Requirements

• 3+ years of data science experience
• Background in Statistics, Computer Science, Machine Learning, Mathematics, Computational Psychology, Operational Research, Physics, or relevant field
• Driven more than one greenfield project from concept to production release
• Proficiency with analytical and database tools (e.g. Jupyter notebooks, Hive, SQL, No-SQL)
• Demonstrated ability to write clean and performant code in Python
• ML Experience
• Experience in at least one of the following categories of ML problems: Ranking & Recommendation Systems, Ad Optimization, Reinforcement learning, Real-time bidding algorithms, Experimentation (A/B testing)
• ML libraries and frameworks: Scikit-learn / Pandas / Numpy / NLTK / etc, Keras, TensorFlow, PyTorch, BQML, SparkML

Responsibilities

• Develop Machine Learning algorithms that optimize and make an immediate business impact on KPIs
• Build, test, and deploy custom ML/AI models and algorithms on large datasets, and develop processes for monitoring and analyzing their performance in production environments
• Communicate algorithms, complex data science methods, and statistical results with technical and non-technical audiences

Benefits

• Options for up to 100% paid Medical and Vision premiums for employees
• Flexible PTO policy
• No internal meeting Fridays
• Modern Health mental wellness platform
• 11 paid holidays and 2 additional weeks where all Demandbase employees take off (the week of July 4th and the week of Thanksgiving)