Lead Data Scientist, Guild Education
Forecasting
$140-200k
+ Stock options
Upskilling and education platform for America's workforce
Open for applications
Upskilling and education platform for America's workforce
1001+ employees
Open for applications
$140-200k
+ Stock options
1001+ employees
Company mission
To unlock opportunity for America’s workforce through education and upskilling.
Role
Who you are
- 5+ years of total experience in analytics, data science, forecasting, or financial planning & analysis
- Strong experience with SQL and experience transforming and structuring large datasets into reusable formats
- Proficiency in Python and/or R, with depth across time-series and machine learning forecasting methods and sound judgment about the tradeoffs among accuracy, interpretability, and stability
- Experience operationalizing models — backtesting, validation, monitoring, drift detection, retraining — ideally on a platform such as Databricks with experiment tracking (e.g., MLflow)
- A track record of getting productive quickly in an existing codebase and improving it collaboratively
- Experience with Looker, Tableau, Omni, or similar data visualization tool
- Fluency with AI-assisted development tools such as Cursor, Claude Code, or similar coding agents
- The ability to translate forecasts, including their uncertainty, into clear recommendations for non-technical stakeholders
What the job involves
- Guild is hiring a Lead Data Scientist, Forecasting to scale the impact of our Forecasting and Financial Analytics team. You'll own and improve critical components of our most complex and most important forecasting model — working inside a modern, modular forecasting system and experimentation framework to drive step-change improvements in how well we forecast clients' education benefit program
- Develop and improve the usage-based forecasting models for critical components of clients' education benefit with Guild, using advanced statistical and machine learning techniques
- Raise forecast accuracy and shorten the monthly refresh cycle, using a backtesting and experimentation framework to test methodological changes with rigor. Build tooling and process to catch correctable model issues
- Transfer modeling logic out of individual heads into well-structured, documented, tested code, building redundancy on a business-critical forecast
- Partner cross-functionally with Analytics, Data Science, Data Engineering, Product, and Technology teams to improve the data, systems, and infrastructure the forecast depends on
- Mentor and guide junior team members, fostering a culture of continuous learning and innovation
- Produce insights, analyses, and recommendations to help internal stakeholders understand forecast drivers and the impact on client and internal business metrics
Application process
- Posting Date: 10/26/26
- This role will stay open for a minimum of 3 days
Our take
The recruitment process can be the most costly element of a company's operation, with future-proof skillsets requirements resulting in the hiring of staff for niche tasks. Many existing employees of a company could have the potential to fill talent gaps and prevent the need for a new hire, but they often lack the training for such roles. Helping to solve this problem, Guild Education helps employers partner with nonprofit universities to train staff across a variety of subject matters, including high school completion programs, vocational opportunities, and enrollment in higher education.
As professional development is a strong employer benefit, Guild Education also pitches itself as a perk for employees, aiming to increase retention and worker satisfaction. By solving two major problems - a skills shortage and worker retention, it has gained large companies such as Chipotle, Target, Hilton and PepsiCo as corporate clients.
The platform has secured some serious funding too. And is using this funding to develop its healthcare and financial services learning modules and increase its offering to workers by exploring new ways to lower the barriers to learning, for instance through childcare solutions and financial wellness tools.
Freddie
Company Specialist at Welcome to the Jungle
Insights
-5% employee growth in 12 months
Company
Funding (last 2 of 7 rounds)
Jun 2022
$265m
SERIES F
Jun 2021
$150m
SERIES E
Total funding: $643.5m
Company benefits
- Equity stake in the company providing ownership and a path to future earnings (when we succeed, we all benefit)
- free one-on-one coaching with a certified financial planner, a platform with budgeting tools, investment and equity management center and many more financial resources through Origin (we believe financial literacy not only supports you personally, but also has a lasting impact in creating positive generational wealth practices)
- Employee Assistance Fund for unforeseen crises, disasters, and/or personal hardships and you need a little extra financial support (funded by the company and fellow Guilders to create a community of support)
- legal support and resources to navigate complicated situations like estate planning name changes, immigration, and more
- 401(k) plan with a range of diverse investment options and personalized retirement advice
- Well-rounded wellness benefits including free and low cost mental health resources and financial wellbeing support services
- Education benefits and tuition assistance to help your future development and growth
- Multiple paths to meet educational and professional goals
- Fertility benefits built into all of our medical plans
- A $10,000 family planning fund to take care of costs that aren’t covered by the medical plans like adoption, surrogacy, and egg freezing expenses
- 12-20 weeks of paid leave and a ramp-up program for Guilders to ease back into work after an extended time away
- An additional 3 weeks of paid leave if you are going through the adoption, surrogacy, or foster process to use prior to your child's arrival/placement to prepare and attend necessary meeting
- Inclusive guidance and support as you go through your family planning journey through Cleo
- Our on-site childcare center, The Beehive, offering care for children 3 months-6 years of age for employees and their friends and family members located in Colorado
- Personalized 1:1 support for anyone on the parenthood journey with access to a network of clinicians, experts, and specialists through Cleo
- 80 hours of low cost ($2/hr) emergency backup care for times employees unexpectedly find themselves without primary care for the ones they are responsible for
- Dedicated support in finding background-checked care providers to assist with child care, elder care, and chronic care needs through Helpr
- The ability to bring an actively nursing child and companion on work related trips
- Inclusive, affordable medical and behavioral healthcare when you need it
- Open PTO is available so Guilders can rest, recharge, and bring their best selves to work
- 10 Holidays including a collective week off over the 4th of July plus 5 floating holidays for cultural and religious events you celebrate
- Our leave policies are there to support employees and offer 12 weeks of fully paid medical, non-birthing parent, and caregiving leave as of day one of employment while birthing parents receive 18-20 weeks of fully paid leave
- Once Guilders reach 4.5 years of service, they are eligible for a 5-week fully paid sabbatical leave
- Up to 10 days of bereavement leave
- Up to 10 days of jury duty
- 8 sick days
Company HQ
Central Business District, Denver, CO
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