The Department
The Life & Annuity Predictive Analytics (LAPA) business unit is a lean, agile, diverse, and geographically distributed data science startup within Milliman. Our team consists of professionals with varied backgrounds including data scientists, data engineers, software engineers/developers, and actuarial domain experts.
We help insurers and distributors of life and retirement products to understand and use their own data, industry data, and customer data to advance their competitive position and improve financial outcomes. Through our powerful combination of subject matter expertise, data management, and advanced analytics, we provide our clients with tools to analyze their business performance, manage risk, and generate new business leads to facilitate more profitable growth.
The Role
This role will primarily be responsible for the development, testing, deployment, and maintenance of data processing and analytics infrastructure that prepares data for predictive modeling. You will work closely with other data scientists, data engineers, software engineers, and domain experts to continuously improve our data collection, data cleaning, data analysis, predictive modeling, data visualization, and reporting pipeline.
You Will
- Develop data preparation and data analysis scripts (Python and SQL)
- Take ownership of the inputs/outputs for a data preparation pipeline
- Support development of internal processes to validate and visualize raw and prepared data
- Document and communicate data analysis results
Job Knowledge, Experience Skills
Job Knowledge Required
- Bachelors in a quantitative field/Bachelor of Science (e.g., Computer Science, Actuarial Science, Engineering, Statistics/Mathematics, Data Science, etc.)
- 0 2 years of professional work experience in a data analyst or technical actuarial role.
- Freshers and final year students are eligible to apply for this position.
- Pursuing Actuarial science qualification from any recognized institute (e.g., IFoA, IAI, SOA)
- Experience with common data analysis tools (e.g., Python, R, SQL)
Experience And Soft Skills Required
- Basic actuarial domain knowledge of life and annuity products
- Passed one or more actuarial exams
- Proficiency developing scripts for data manipulation (Python required)
- Experience with SQL and data retrieval
- Passion for data, computing, and problem solving
- Ability to work in a fast-paced environment where the client is always our first priority
- Proven record of reliability and dedication to high quality work
- Sharp critical thinking skills, sound judgment, and decision making ability
- Both the ability and willingness to clearly articulate your ideas.
- Strong written and verbal communication skills
- Ability to work both collaboratively and independently
Additional Knowledge And Skills To Build
- Demonstrated aptitude for quantitative and critical thought
- Experience working with cloud-based computing platform (e.g., Databricks)
- Advanced analytical programming using spark-based languages (PySpark, SparkSQL)
- Familiarity with fundamentals of predictive modeling and other statistical methods
Milliman & LAPA Practice Mission, Values, Competencies
Our mission is to serve our clients to protect the health and financial well-being of people everywhere.
In fulfilling this mission, Milliman's professionals are helping our clients answer significant questions, such as:
- How can people provide for themselves when they no longer work
- How can our clients efficiently finance, deliver and improve healthcare
- How can an insurer protect its clients against the risks they face
Since its founding in 1947, Milliman is dedicated to enduring values that govern our actions in the marketplace.
- Quality Milliman's advice, products and client service adhere to the highest standards of quality.
- Integrity Milliman's people demonstrate integrity in all that we do. We are committed to honesty and professionalism in our interaction with our clients and colleagues, including independent advice free of conflicts and a culture of inclusion and respect for all colleagues.
- Opportunity Milliman is committed to embracing diversity and providing all our people opportunities to achieve their full potential including opportunities to:
- Shape their own careers
- Assist in developing the strategy of their practice
- Pursue innovations to further Milliman's mission in the marketplace.
At the Practice level, we strive to demonstrate the following performance competencies in our work:
- Collaboration and Teamwork Actively works with members of other teams when confronted with a new or complex problem. Collaborates with people in other teams when asked to provide assistance. Coordinates work of teammates to complete routine work efficiently.
- Communication Communicates clearly and concisely. Gives enough information, keeps team members informed. Listens effectively. Encourages others to express different ideas and perspectives. Open to constructive feedback. Gives quality, honest feedback. Effectively deals with conflict.
- Develops People Develops team members through coaching, feedback, exposure and challenging assignments. Readily articulates the value and benefit of challenging assignments to others. Aligns career development goals with organizational objectives. Supports team members and helps them achieve results. Provides a clear sense of purpose and direction for team members.
- Innovation Challenges the organization to adapt new and innovative processes. Creates an environment conducive to productive brainstorming and new idea creation. Generates innovative ideas and solutions to problems. Questions assumptions and traditions while understanding their reason for existing. Encourages creative and diverse thinking to promote and nurture innovation.
- Positive Culture Shows respect for all colleagues. Considers how accomplishments are achieved in equal measure with what is achieved.
- Quality Continuously deepens their expertise in their area(s) of work. Possesses technical skills and capabilities. Effectively manages work for clients and client relationships. Effectively manages work quality within the team. Effectively pursues or supports business development opportunities. Demonstrates good decision making in areas related to managing the business.
Diversity, Equity & Inclusion is an important area of focus for our practice and we expect all colleagues to foster a culture of belonging for all team members. We seek to continuously reflect on how we can be a more inclusive and equitable organization. We view diversity as not only a strength for our practice, but a business imperative to succeed in the marketplace.
For additional conduct expectations, please reference Milliman's Code of Conduct.
Performance and Career Growth
Job Description
This job description is intended to represent the duties of the role, and the knowledge, skills and experience needed to perform the role effectively. Our job descriptions will be used to set expectations for performance management, but no job description will represent all tasks and duties required. As professionals, our Practice also expects from you the following:
- A client centric culture requires all colleagues to think about how we can contribute to exceptional client service. We expect all colleagues to think this way, and to take appropriate action whether a task is in the job description, or not.
- Performing the duties described in a job description meets the minimum requirements of a job. In order to receive career growth and compensation rewards, colleagues must exceed minimum expectations.
- There are a number of administrative responsibilities that come with working in our Practice. Timesheets, expense reports, performance management and compliance training are all required to ensure professional administration of our Practice, and all colleagues are expected to engage in these items in a timely manner.
