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Actuarial Data Scientist
FortegraIselin, NJ, United States
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Join our Data Science team as an Actuarial Data Scientist where you'll architect end-to-end data applications.This role resides on the Data Science team, and you will collaborate closely with the A...serp_jobs.internal_linking.show_moreserp_jobs.last_updated.last_updated_variable_days
The Data Scientist will be part of Decision Science team and will partner with various business units to research and develop machine-learning models or any other tools leveraged in the strategies.
Duties & Responsibilities
Design, develop, document and maintain machine learning tools (e.g. models) to extract hidden insights in the vast amount of data that Credit, Marketing and / or Operations can use to make their respective strategies and processes more efficient and effective.
Be the subject matter expert in machine learning algorithms and their applicability.
From time to time, be involved in search of relevant big data and in assessing 3rd party vendor's capabilities.
Cultivate collaborative environment with other business units and internal stakeholders.
Identify risk and opportunities in different areas of the business.
Requirements
Development
Master's or PhD in quantitative fields. Data science related major is a big plus.
Proficiency in statistics (e.g. experimental design, hypothesis testing).
Know how to obtain and use big data (structured and unstructured).
Proficiency in machine learning techniques (Gradient Boosting, Random Forest, Neural Network, etc.). Proficiency in NLP and graph databases is a big plus.
Experienced with end-to-end machine learning pipeline : From data extraction, feature engineering to model building, performance evaluation and implementation.
Proficiency in SQL, Python and its machine learning libraries (panda, scikit-learn, matplotlib, etc.).
Practical; grabbing small wins frequently.
Creative and curious.
Desire and ability to learn new tools and techniques.
Able to work independently and collaborate remotely.
Culture
Be confident and willing to challenge status quo but also willing to concede and execute other's ideas when necessary
Capable of teaching and learning from others to promote continuity of knowledge and personal development
Ability to work effectively independently and as a team member
Excellent English written and verbal communication skills
Able to travel to East Coast as needed.
Must-Haves
SQL programming ability
Python coding knowledge
Hands on experience with machine learning libraries (could be for projects, not necessarily in a full-time job)