Associate Machine Learning Scientist
Core
Associate Machine Learning Scientist focusing on advanced R&D, client relationship enhancement, strategic dataset acquisition, and product prototyping to solve business problems.
Role type
Associate Machine Learning Scientist (R&D & Prototyping)
Builds
Strategic datasets, new product prototypes, data-driven models, and analytical solutions for internal and external clients.
Domain
Data Science, Machine Learning, AI, Financial Services, Healthcare, Automotive, Insurance
Deliverable
production ML models
Required skills
Probability, statistical inference, optimization algorithms, linear algebra, calculus, regression analysis, machine learning, deep learning, model cross-validation, regularization, Bayesian shrinkage, statistical significance tests, Monte Carlo simulation, Python or C++ coding, Apache Hadoop/Spark, database technologies, NLP
Preferred skills
None stated
Technologies
Python, C++, Apache Hadoop, Apache Spark, Graph databases, Time-series databases
Responsibilities
Analyze and evaluate large data sets; Identify and apply ML/data mining/text mining techniques; Design data structure and storage schemes; Develop tools for data processing and information retrieval; Develop data-driven models to measure data value and conduct ROI analysis; Document and present model processes and performance; Construct analytical solutions for clients.
Seniority
Associate (2-year fixed-term)
