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American International Group, Inc.

Data Scientist Analyst JG18 Job

American International Group, Inc. - New York City, NY

Title: Analyst Data Scientist (JG18)

The Analyst Data Scientist will be responsible for developing data science and predictive modeling solutions to support AIG Personal Insurance, ranging from individual auto, property, travel, group travel, health and accidents, to services and warranties. The Advanced Modeling team is a group of world-class data scientists who are passionate about challenging the status quo and driving transformational change through innovations. We are keen to welcome a new team member who is a proven high performer, always curious and eager to learn, and values an inspiring and collaborative team work environment.

This position will collaborate with AIG product, underwriting, actuarial, and technology teams, leverage cutting edge techniques including GIS, natural language processing, deep learning, and other machine learning and predictive modeling tools to solve both classic and new challenges in an industry with a long history. Some examples of problems we face include more accurate and efficient underwriting and pricing, risk management and segmentation, usage based insurance, sharing economy, and the impact on insurance from connected/driverless cars and IOT.

Core Responsibilities:

Understand complex business challenges in different areas (underwriting, pricing, loss prevention, customer retention, claims and fraud) and design practical and scalable analytics solutions where applicable

Manipulate large volume of data using modern big data tools to construct data sets for modeling and analysis

Build predictive models using cutting edge machine learning or statistical modeling techniques

Work closely with business and technology teams in project planning, incorporate their insights to improve model outputs, and determine constraints for practical implementation

Synthesize insights from analytics and modeling projects and present the results to technical and non-technical audience

Assist in developing standards to assess and document modeling process and performance

Continuously advancing your skills and those of others

Required Qualifications:

Advanced degree (PhD preferred) in one or more quantitative fields, e.g. computer science, physics, math, statistics, economics, computational linguistics

Experience in one or more of modern machine learning and statistical modeling techniques, e.g. GLM, GAM, decision trees, random forest, SVM, deep learning, GBM, clustering, Bayesian averaging

Hands on experience manipulating large volume data in modern big data environment, e.g. Hadoop, Spark, Hive, etc.

Result-oriented and strong execution

1-2 years of experience in data science, analytics, or related areas

Highly Desired Qualifications:

Experience and knowledge in the property and casualty insurance industry

Expertise in one or more modeling/machine learning languages such as Python, R

Proficient programming skills and experience building web applications in one or more of these languages or equivalent: C , C#, Java, PHP, Scala, Ruby

Expertise in SQL

Hands-on cloud architecture experience, AWS experience a plus

Familiarity with common computing environment (e.g. Linux, Shell Scripting)

Contributions to open-source projects a plus

About AIG

American International Group, Inc. (AIG) is a leading global insurance organization. Founded in 1919, today AIG member companies provide a wide range of property casualty insurance, life insurance, retirement products, and other financial services to customers in more than 80 countries and jurisdictions. These diverse offerings include products and services that help businesses and individuals protect their assets, manage risks and provide for retirement security. AIG common stock is listed on the New York Stock Exchange and the Tokyo Stock Exchange.

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Job Criteria:

Start Date:

Position Type: Full-Time Permanent

Years of Experience Required:

Education Required:

Overnight Travel:

Vacation Time:

22 days 8 hours ago

American International Group, Inc.


Data Scientist Analyst JG18 Job American International Group, Inc. - New York City, NY, United States


Location: New York City, NY

Company Profile:
American International Group, Inc. provides insurance products and services for the commercial, institutional, and individual customers in the United States and internationally. The company operates in two segments: AIG Property Casualty, and AIG Life and Retirement. The AIG Property Casualty segment offers casualty insurance products that cover general liability, commercial automobile liability, workers' compensation, excess casualty, and crisis management insurance; industrial energy-related and commercial property insurance products, which cover exposures to man-made and natural disasters; aerospace, environmental, political risk, trade credit, surety and marine insurance products for small and medium sized enterprises; and various forms of professional liability insurance products. It also provides personal accidental and supplemental health products for individuals, employees, associations, and other organizations; and life products, as well as a range of travel insurance products and services for leisure and business travelers. This segment distributes its insurance products and services through brokers, agents, and direct marketing and partner organizations, as well as the Internet. The AIG Life and Retirement segment offers a suite of products and services to individuals and groups, including term life insurance, universal life insurance, accident and health insurance, fixed and variable group annuities, administrative and compliance services, mutual funds, and financial planning. This segment distributes its products through banks, broker-dealers, financial advisors, independent marketing organizations, insurance agents, structured settlement brokers, benefit consultants, and direct-to-consumer platforms. The company also provides private residential mortgage guaranty insurance and direct investment book services; and derivatives intermediary services. American International Group, Inc. was founded in 1919 and is based in New York, New York.