Senior Data Scientist - McLean, United States - Integriant Ventures Insurance Services, Inc.

Integriant Ventures Insurance Services, Inc. McLean, United States

1 week ago

Description

Job Description

Summary/objective

You will leverage statistical analysis, forecasting methods, product development, data visualization, and storytelling in this role. Day-to-day work will balance working as part of an enterprise-wide, cross-functional team and evolving long-term infrastructure and resources that increase operational resiliency over time.

Essential Functions

Reasonable accommodations may be made to enable individuals with disabilities to perform these essential functions.

Partner with stakeholders across Marketing, Sales, Operations, Engineering, Growth, and Finance to derive requirements, scope data services/systems and drive results
Lead end-to-end process including conception, development, production, deployment, and monitoring of data and machine learning models and services
Lead the team's work on pricing, recommendation, lead scoring, and customer retention
Provide technical leadership to other scientists/engineers working on data analytics projects and deliverables aiming at increasing customer LTV, targeted marketing, retention, and profitability
Manage data flows between all SaaS products and the data lake
Manage Data Pipelines to pipe operational data into AWS S3 Data Lake
Work with the Company's data analytics team to produce reliable reporting
Work on developing ML models for Customer LTV, Churn, and profitability
Work with marketing to develop models/algorithms for targeting optimal customer

Competencies

Strong written and oral communication skills
Excellent analytical aptitude
Ability to quickly master a variety of software platforms
Highly organized and the ability to multitask
Experience working in a fast-paced, team-oriented, and deadline-oriented environment

Supervisory Responsibilities

None

Work environment

None. The worker is not substantially exposed to adverse environmental conditions as in a typical home office.

Physical Demands

Fingering; Hearing; Talking; Sedentary work; Grasping; Repetitive motions; The worker is required to have close visual acuity to perform an activity such as: preparing and analyzing data and figures; transcribing; viewing a computer terminal; extensive reading.

Travel required

None

Required education and experience

3-5 years of experience in the following:

Prior experience applying machine learning to real-world data problems (targeting, pricing, recommendation, personalization, etc.) and deploying and scaling models into a production environment
Strong fundamentals in algorithms, statistics, and predictive modeling
Machine Learning (Supervised, Unsupervised, Deep Learning, Bagging, Boosting techniques)
Excellent Python skills and experience with ML libraries or platforms
AWS Cloud Technologies for ML/AI

Work authorization/security clearance requirements

Must be a U.S. Citizen

Other duties

Please note this job description is not designed to cover or contain a comprehensive listing of activities, duties, or responsibilities that are required of the employee for this job. Duties, responsibilities, and activities may change at any time, with or without notice.

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