- Recognized expert within the function
- Requires specialized depth and/or breadth of expertise
- Interprets internal or external business issues and recommends
- Solves complex problems; takes a broad perspective to identify
- Works independently, with guidance in only the most complex
- Trains/mentors junior staff
Bachelor's degree in a quantitative field such as Statistics,
Applied Math, Operations Research, Economics, Engineering, Computer
Science or a related quantitative field with a strong GPA
3 years of data science/machine learning experience.
3+ years of proficiency in working with relational
databases/query languages (e.g., MSSQL, SparkSQL)
Strong programming skills in Python and/or R, with extensive
experience with their standard data manipulation and ML packages.
pandas, scikit-learn, NumPy, XGBoost, PyTorch in Python and rpart,
party, caret in R) and/or Scala.
Deep understanding of mathematical and statistical modeling.
Ability to develop hypothesis and test and deploy complex machine
learning models in production.
Possesses the skill to partner well with cross-functional teams
using strong written and verbal communication. Has strong
analytical and research skills.
Comfortable developing and iterating on data products in an
5+ years of work experience preferred.
Master's in data science/Machine learning or Ph.D. in a
Has experience in a world-class property and casualty, mortgage
or financial services company. Has experience building fraud
detection, classification/prediction and forecasting models in an
insurance industry, especially in auto sector.
Has experience developing production-ready machine learning or
advanced statistical models. Experience in leading large-scale data
science projects and delivering from end-to-end.
Has strong technical experience in machine learning and
statistical models and strong computing/programming skills in SQL,
Python, R, Scala.
Experience in data management and data analysis in on-premise
and cloud database management systems (like SQL Server, Cosmos DB,
Blob storage, etc.)
Strong ability to lead projects, develop project plans and
communicate project progress and develop business communications to
share modeling results.
Strong written, verbal, and interpersonal communication skills.
Ability to effectively communicate at all levels in the
Ability to provide innovative approach to problem solving and
demonstrate a track record of such.
We are an equal opportunity employer: qualified applicants are
considered for and treated during employment without regard to
race, color, creed, religion, sex, national origin, citizenship
status, disability status, protected veteran status, age, marital
status, sexual orientation, gender identity, genetic information,
or any other characteristic protected by law. If a qualified
individual with a disability or disabled veteran needs a reasonable
accommodation to use or access our online system, that individual
should please contact email@example.com or if you are based
in the US you may also contact us on 1.855.833.5120.