FM Global · 1 week ago

Data Scientist

Johnston, RI

Full-time

Onsite

Senior Level

5+ years exp

Wonder how qualified you are to the job?

FinanceFinancial Services

Hiring Manager

Tiara Adducie

Insider Connection @FM Global

Discover valuable connections within the company who might provide insights and potential referrals, giving your job application an inside edge.

Responsibilities

Translate business requirements into analytical solutions

Develop and apply statistics, artificial intelligence, machine learning, and deep learning to address business problems in loss prevention

Collaborate with various departments including operations, innovation, underwriting, and engineering

Plan, conduct, and evaluate data science projects using artificial intelligence/machine learning techniques

Utilize statistics to advance FM Global's mission and goals

Qualification

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PythonRSQLGeneralized Linear ModelsLogistic RegressionModel RegularizationProbability DistributionsHypothesis TestingStatistical InferenceMachine LearningRandom ForestClusteringGradient DescentGradient BoostingSimulationExperiment DesignNon-Parametric StatisticsData ProcessingStatistical AnalysisFull-Cycle Data Science ProjectsRisk ManagementProperty Insurance

Required

Ph.D. in Statistics or Biostatistics

5+ years of experience of data processing, statistical analysis and modelling using tools such as Python, R

3+ years of experience of processing large datasets using SQL

Advanced Knowledge and Working Experience in: Generalized Linear Models (Logistic Regression, Zero-Inflated Model, etc.), Model Regularization, Probability Distributions, Hypothesis testing, Statistical Inference, Machine Learning (Random Forest, Clustering, Gradient Descent, Gradient Boosting, etc.), Simulation, Experiment Design, Non-Parametric Statistics

Experience as the lead role of full-cycle data science projects