Associate Machine Learning Scientist
Core
Analyze, evaluate, and document large data sets; identify and apply machine learning/data mining/text mining techniques to uncover data value; design data structures and develop tools for data processing and information retrieval.
Role type
Associate Machine Learning Scientist
Builds
Data-driven models, data processing tools, and analytical solutions for internal and external clients.
Domain
Data Science / Machine Learning / Analytics
Deliverable
production ML models
Required skills
Probability, statistical inference, optimization algorithms, linear algebra, calculus, regression analysis, machine learning, AI, deep learning, model cross-validation, regularization, Bayesian shrinkage, statistical significance tests, Monte Carlo simulation, Python or C++
Preferred skills
Apache family (Hadoop, Spark), Graph databases, time-series databases, natural language processing
Technologies
Python, C++, Hadoop, Spark, Graph databases, time-series databases
Responsibilities
Analyze and evaluate large data sets; Design data structure and data storage schemes; Develop tools for data processing and information retrieval; Develop data-driven models to measure data set value; Validate score performance; Conduct ROI and benefit analysis; Document and present model process and performance; Apply analytical knowledge to construct solutions for clients.
Seniority
Associate, hands-on IC
