Remote Data Scientist
ShyftLabs
πRemote - United States
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Job highlights
Summary
Join ShyftLabs as a Data Scientist to drive performance improvement and cost efficiency in our product through data analysis, simulation, experimentation, and causal inference. We're looking for someone with a Master's degree in a quantitative discipline or equivalent, 5+ years of experience, and strong knowledge in statistics, machine learning, and programming.
Requirements
- Master's degree in a quantitative discipline or equivalent
- 5+ years minimum of relevant professional experience
- Distinctive problem-solving skills, good at articulating product questions, pulling data from large datasets and using statistics to arrive at a recommendation
- Excellent verbal and written communication skills, with ability to present information and analysis results effectively
- Ability to build positive relationships within ShyftLabs and with our stakeholders, and work effectively with cross-functional partners in a global company
- Strong knowledge and experience in experimental design, hypothesis testing, and various statistical analysis techniques such as regression or linear models
- Deep understanding of ML algorithms (i.e. deep learning, random forest, gradient boosted trees, k-means clustering, etc.) and its development, validation, and evaluation
- Experience with Python, R or other scripting language, and database language (e.g. SQL) or data manipulation (e.g. Pandas)
Responsibilities
- Analyze a large dataset with queries and scripts, extracting valuable signals out of noise, and producing actionable insights into how we could complete and improve a complex ML and bidding system
- Validate and quantify the efficiency and performance gain from hypotheses through rigorous simulation and modelling
- Develop a robust experiment design and metric framework, and provide reliable and unbiased insights for product and business decision making
Benefits
- Competitive salary
- Strong healthcare insurance and benefits package
- Fully remote work option within the United States
- Extensive learning and development resources
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