ML Data Scientist III

Are you looking for more than just a job? Do you want to have a voice and feel a sense of belonging? At ICW Group, we hire innovative people who consistently adapt, grow and deliver. We believe in hard work, a fun work environment, and embracing creativity that only comes about when talented people collaborate to develop solutions. Our mission is to create the best insurance experience possible.

Headquartered in San Diego with regional offices located throughout the United States, ICW Group has been named for seven consecutive years as a Top 50 performing P&C company offering the stability of a large, profitable and growing company combined with a small-company entrepreneurial spirit. Our purpose-driven ethos provides team members with opportunities to contribute, develop, and belong.

PURPOSE OF THE JOB

The purpose of the ML Data Scientist III is to lead the delivery of advanced analytics across the enterprise. This role supports business decisions by providing insights that drive revenue growth, reduce expenses, or enhance customer experience. This position will be vital in defining the operating model for analytics solutions development, including frameworks for experimentation and measurement, standards for engineering and modeling, and delivery methodology. This role will collaborate closely with business partners across the enterprise in Underwriting, Claims, Finance, Actuarial, HR, Law and Technology.

ESSENTIAL DUTIES AND RESPONSIBILITIES

Executes end to end advanced analytics to drive insights into business performance optimization.

Collaborates with business stakeholders and technology to develop a thorough understanding of business problems including identification of metrics that indicate success and priority scoring.

Collaborates effectively with data engineering teams to ensure that internal and external data pipelines are constructed to support sophisticated data models and products.

Recommends UI, workflow, and process improvements to business partners and technology teams to elicit cleaner and more reliable data.

Evaluates complex business and system requirements to create detailed business user requirements, system documentation, workflow procedures, and data modeling.

Partners with and guides other data scientists to identify and develop the best fit-for-purpose analytical solution, which may be in-house or a 3rd party offering.

Develops a strong understanding of the business issues and data challenges of the organization to drive meaningful insights.

Identifies and measures levers that impact essential metrics; communicate ongoing and one-time next steps to business stakeholders.

Develops and presents analytics and metrics to improve processes and provide data-driven forecasts of potential costs, risks, and profits of new business initiatives.

Triages ad-hoc report and analytics requests across multiple business areas and for high impact enterprise-wide projects.

Designs and maintains engineering, modeling, and delivery standards.

Develops and maintains standards for versioning, programming (primarily Python and SQL), and developing reusable analytical solutions.

Recommends and continuously improves frameworks for prioritization, experimentation and hypothesis validation.

Researches and recommends emerging AI and ML approaches for use in automating business processes or delivering analytics solutions.

Stays up to date on industry and market trends to identify relevant internal and external data sources.

Works closely with IT Security and Data Governance to ensure that analytics practices meet data security, privacy, and quality policies.

Contributes to development of AI and ML internal policies and ensures Enterprise Analytics team is compliant with applicable regulations.

Acts as an escalation resource and subject matter expert for the department.

Trains staff on project deliverables and acts as a resource for colleagues in the department to answer questions and solve highly complex problems.

Develops and implements project plans within the department and is accountable for ongoing project activities and objectives of the team.

Participates in the performance management process of members of the team and provides input and recommendations to senior leaders.

Provides training materials, documentation, and suggestions to staff concerning data models and solutions.

Work with and mentor junior analysts on how to use more advanced methods and solve challenges.

SUPERVISORY RESPONSIBILITIES

This role does not have supervisory responsibilities.

EDUCATION AND EXPERIENCE

Bachelor's degree from four-year college or university required with a major or emphasis in Mathematics, Computer Science, Statistics, Physics, Electrical Engineering or related field and a minimum 7 years of related experience in a technical discipline; OR Masters Degree in a related field and a minimum of 5 years of related experience; OR a PhD in a related field and a minimum of 2 years of related experience.

Insurance industry experience preferred.

CERTIFICATES, LICENSES, REGISTRATIONS

None required.

KNOWLEDGE AND SKILLS

Strong knowledge and experience with Python and / or R.

Demonstrated knowledge and experience with statistical and machine learning algorithms.

Experience with one or more of the ML platforms : TensorFlow, PyTorch and / or Keras.

Experience developing analytical models in an agile methodology.

Knowledge of databases and database methodology

Knowledge or experience with : SQL Server, Snowflake, Alation, Workday, and Salesforce.

Knowledge of medical data a plus.

Experience with model deployment a plus.

Knowledge in one or more of the following areas is a plus : Casual Inference, Anomaly Detection and / or modern Natural Language Processing techniques.

PHYSICAL REQUIREMENTS

Office environment no specific or unusual physical or environmental demands and employees are regularly required to sit, walk, stand, talk, and hear.

WORK ENVIRONMENT

This position operates in an office environment and requires the frequent use of a computer, telephone, copier, and other standard office equipment.

We are currently not offering employment sponsorship for this opportunity.

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The current range for this position is

139,874.00 - $250,377.40

This range is exclusive of fringe benefits and potential bonuses. If hired at ICW Group, your final base salary compensation will be determined by factors unique to each candidate, including experience, education and the location of the role and considers employees performing substantially similar work.

WHY JOIN ICW GROUP?

Challenging work and the ability to make a difference

You will have a voice and feel a sense of belonging

We offer a competitive benefits package, with generous medical, dental, and vision plans as well as 401K retirement plans and company match

Bonus potential for all positions

Paid Time Off with an accrual rate of 5.23 hours per pay period (equal to 17 days per year)

11 paid holidays throughout the calendar year

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ICW Group is committed to creating a diverse environment and is proud to be an Equal Opportunity Employer. ICW Group will not discriminate against an applicant or employee on the basis of race, color, religion, national origin, ancestry, sex / gender, age, physical or mental disability, military or veteran status, genetic information, sexual orientation, gender identity, gender expression, marital status, or any other characteristic protected by applicable federal, state or local law.

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Salary : $139,874 - $250,377