Unum Group

Data Scientist II - People Analytics & Insights

Unum Group$73K — $150K *
Business Services
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • Bachelor's in a quantitative field required, Master's preferred
  • 4+ years of relevant professional experience
  • Deep expertise in programming, process automation, and automation practices
  • Strong data visualization skills with proficiency in at least one tool
  • Experienced in statistics, statistical modeling, and machine learning
  • Proficient in writing complex SQL queries and data extraction
  • Demonstrated leadership skills and experience collaborating with senior management.

Responsibilities

  • Design, develop, and deploy AI/ML-driven solutions for workforce challenges
  • Translate complex HR questions into actionable data products and decision-support tools
  • Build and maintain comprehensive data science workflows from extraction to deployment
  • Collaborate with HR partners to provide insights on talent management and workforce planning
  • Develop advanced analytics solutions using modern frameworks like LLMs
  • Create reusable data assets to enhance analytics scalability
  • Optimize data pipelines with engineering teams for quality and real-time analytics

Benefits

  • Comprehensive healthcare benefits including health, vision, and dental
  • Insurance offerings including short and long-term disability
  • Performance-based incentive plans
  • Generous paid time off policies
  • 401(k) retirement plan with employer match up to 5% plus an additional 4.5% contribution
Full Job Description
General Summary:
We're looking for a mid-level Data Scientist who can bridge the gap between our most important workforce and talent opportunities and what is possible with today's AI, machine learning, and advanced analytics capabilities.

This highly visible role sits at the intersection of applied AI, data science, scalable data products, and people analytics. You will partner with HRBPs, Talent, Operations, IT, Legal, and data leaders to identify high-value opportunities, design practical solutions, build working prototypes, and help move validated ideas into production.

This is not a purely research-oriented data science role. We're looking for someone who can help translate ambiguous talent and workforce challenges into clear problem statements, build tangible AI-enabled solutions that stakeholders can see and test, and partner across teams to ensure those solutions are responsibly deployed, adopted, and measured.

You'll work with other data scientists and data engineers to build intelligent systems - not just models - using modern AI approaches such as LLMs, embeddings, RAG, agentic workflows, workflow automation, and predictive modeling. You'll help shape the organization's AI roadmap for workforce and talent analytics while ensuring solutions are practical, scalable, secure, ethical, and aligned to business value.

This role is ideal for someone who thrives in ambiguity, moves quickly from concept to prototype, exercises strong judgment about what is worth building, and can influence senior stakeholders through insight, technical credibility, and delivered outcomes.

Preferrable experience within HR/People Analytics domain.

Job Specifications
  • Bachelor's degree in quantitative field is required, Master's is preferred
  • 4+ years of professional experience or equivalent relevant work experience preferred
  • Core Data Science Capabilities: Deep expertise in at least two of the following skillsets preferred; and competency in the other:
  • Programming & Process automation: Experience with file I/O, database integrations, and APIs to build automated analytics pipelines. Understanding of process research and design, which may be demonstrated through use of DevOps, automation, data mining, web scraping, or object-oriented software is preferred.
  • Data Visualization: Expertise on at least one visualization tool with working knowledge of others and expertise in static data visualization. Understanding of dynamic data visualization.
  • Statistics & Statistical modeling: Expertise using statistical inference and regression. Solid understanding of machine learning algorithms. Solid understanding of feature selection and extraction. Conducts end-to-end machine learning tasks from problem synthesis to model deployment.
  • Data Extraction, Transformation, and Loading: Preferred skills include: Expertise in writing complex SQL queries that join multiple tables/databases. Independently explore databases/tables to identify best data sources to solve business problems. Demonstrates ability to troubleshoot complex SQL queries with little guidance. Demonstrates ability to create logical data models by combining data from multiple sources including internal and external data.
  • Core business capabilities: Demonstrated communication skills, experience in financial services, leadership experience working with senior management and executive leadership, and attention to detail while effectively and independently prioritizing work and managing multiple projects simultaneously.
  • Leadership Capabilities: Demonstrated ability to coach or mentor team members, ability to commit quickly and positively to change. Viewed as a promoter of change management and leads proof of concept work and prototyping when necessary
  • Preferred characteristics: Entrepreneurial self-starter, a thorough, results-oriented problem-solver, and a lifelong learner with voracious curiosity AND intermediate understanding of their organization


Principal Duties and Responsibilities
  • Design, develop, and deploy AI/ML solutions-including LLM-powered applications-that solve complex workforce and organizational challenges
  • Translate ambiguous business and HR questions into scalable data products, models, and decision-support tools
  • Build and maintain end-to-end data science workflows, from data extraction (e.g., enterprise data warehouses) to model deployment and monitoring
  • Partner with HRBPs, talent leaders, and executives to deliver actionable insights on topics such as internal mobility, skills, performance, and workforce planning
  • Develop and productionize advanced analytics solutions using modern AI frameworks (e.g., LLMs, embeddings, RAG architectures)
  • Create reusable data assets, semantic layers, and metadata frameworks to improve analytics scalability and self-service
  • Collaborate with data engineering teams to optimize data pipelines, ensure data quality, and enable near real-time analytics
  • Communicate complex analytical findings and AI concepts clearly to non-technical stakeholders, influencing strategic decision-making
  • Ensure responsible AI practices, including data privacy, bias mitigation, and ethical use of employee data
  • Stay current on emerging AI trends and proactively identify opportunities to incorporate new technologies into the organization


#LI-AD1

#LI-MULTIPLE

#LI-HYBRID

~IN1

The base salary range for applicants for this position is listed below. Unless actual salary is indicated above in the job description, actual pay will be based on skill, geographical location and experience.
$73,300.00-$150,500.00

Additionally, Unum offers a portfolio of benefits and rewards that are competitive and comprehensive including healthcare benefits (health, vision, dental), insurance benefits (short & long-term disability), performance-based incentive plans, paid time off, and a 401(k) retirement plan with an employer match up to 5% and an additional 4.5% contribution whether you contribute to the plan or not. All benefits are subject to the terms and conditions of individual Plans.

Company:
Unum

About Unum Group

Since their founding in 1848, Unum has been known for breaking new ground in the business of benefits. Integrity, determination, innovation and leadership were at the core of their company 165 years ago, and they are just as relevant to their business today. Just as long-lasting has been their commitment to being there when people need us most, a simple but compelling philosophy that began before the Civil War during a time when investing in insurance to protect yourself from the financial effects of illness and injury was a radical idea. They persevered during the fledgling insurance landscape then, and we're equally committed today to educating consumers about the value of financial protection benefits. Take a look below at Unum and its predecessor companies throughout the years.

Unum Group Careers

Join the Unum Group team today and be part of a company that values innovation, leadership, and diversity. As a leading provider of financial protection benefits in the United States and the United Kingdom, Unum Group offers unparalleled job opportunities in a variety of professional fields.

Work You’ll Do

At Unum Group, you will contribute to a culture that supports the growth and development of its employees through targeted diversity training and robust career advancement opportunities. Our team is committed to creating an inclusive environment where every team member’s skills and ideas are valued.

Explore Professional Growth

Unum Group is not just a company; it's a place where you can shape your future. Whether you're looking for an internship, ready to lead at the managerial level, or anywhere in between, Unum has a position that will match your skills and ambitions. We are dedicated to fostering leadership and innovation at every level of our organization.

Join Our Dynamic Team

Our team at Unum Group thrives on collaboration and the free exchange of ideas. We believe that diversity fuels innovation and we strive to create a workplace where all employees can achieve their professional goals. With a focus on continuous improvement and employee empowerment, Unum offers a dynamic work environment designed to develop top-tier professionals.

Benefits and Culture

Unum Group is committed to offering competitive benefits that enhance the lives of our employees and their families. From health and wellness to financial and retirement planning, our benefits are designed to promote a healthy, fulfilling life both inside and outside of work. Our culture emphasizes work-life balance, community involvement, and the well-being of our employees.

Career Development Opportunities

Invest in your future with Unum Group’s comprehensive career development programs. From professional development workshops to leadership training, we provide the tools and resources necessary for personal and professional growth. Our commitment to career development ensures that our employees are well-equipped to meet the challenges of today’s job market.

Innovative Hiring Process

Our hiring process is designed to identify and attract the best talent. From the initial resume submission to the final interview, each step is an opportunity to showcase your unique abilities and learn more about the Unum culture. We value straightforward communication and transparency, ensuring that all candidates understand what it takes to be a part of our team.

Networking and Community

At Unum Group, networking doesn’t end with the job interview. We encourage our employees to continue building professional relationships and sharing insights through our internal networking platforms. This connectivity allows for ongoing professional development and community building across the company.

Join Unum Group

Discover the exciting career opportunities waiting for you at Unum Group. Search open positions that match your skills and interests. We look for passionate, curious, creative, and solution-driven team players. Ready to start your journey with us? Explore job openings, read more about our company culture, and apply today to become part of something great.

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Learn more about Unum Group
Size
10,100 employees
Market Cap
$8 billion
Industry
Net Income
$793 million
Founded
1848
5 Year Trend
+1.6%
Revenue
$13.1 billion
NASDAQ

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