About Lumiata

Who is Lumiata?

Lumiata is a prediction company focused only on healthcare. We’re your crystal ball, we predict the future of claims, claimants, and care.

We do it on both sides of the business: cost and care. On the cost or administrative loss ratio (ALR) side, we predict costs, individual claims, and group costs. Primarily used by underwriters at payers to price business accurately. On the care or medical loss ratio (MLR) side, we predict the onset and progression of over 150 diseases. We predict when and what claims will be incurred that move a patient into an acute or chronic disease. We also provide any combination of these predictions.

We focus on payers, providers, and SaaS and services companies that are already embedded or helping healthcare. For that last group of companies, Lumiata expands or extends your product offering to make you sticker by adding predictive analytics into your existing product or service.

Predictive analytics is becoming table stakes in healthcare and will be ubiquitous. Get ahead and provide predictive capabilities today with a simple, lightweight solution that requires minimum data for maximum results.

Here’s a look at what makes Lumiata unique.

The Problems We're Solving with AI

Our Solutions

Solutions That Work Within Your Existing Workflows

Actuarial & Underwriting

Precise claims predictions

Better risk scoring

Identify high-cost

Care & Disease Management

Predict the onset of over 130 acute and chronic diseases

Identify at-risk patients earlier

Identification of patients likely to develop intervention-intensive conditions

Reduce hospital readmissions with insights into disease-related complications

Learn More About Lumiata
In Our Digital Media Hub

Leadership Team

Jessica McCarthy
Jessica McCarthy
Acting CEO & SVP
Operations
Rohun Kshirsagar
Rohun Kshirsagar
Acting CTO & VP of Data Science
Victor Diaz
Victor Diaz
Director of Engineering
& GM of Mexico Team

Board Members and Advisors

Matt Downs
Managing Director,
Blue Venture Fund
Neil Sequeira
Neil Sequeira
Partner, Defy.vc
John Banta
Executive Director,
Blue Venture Fund
Victor Westerlind
Victor Westerlind
Partner, AllegisNL Capital
Kelsey Maguire
Managing Director,
Blue Venture Fund

Investors

We’re supported by visionaries, innovators, and leaders in healthcare.
Logo khosla ventures
blue venture fund
Allegis NL Capital

Culture

We believe every employee came to our company with the right intentions, to do great work, and with a passion to make a difference.

We make every effort to preserve trust with each other, and build it with our customers.

We communicate openly and proactively (not on an as-needed basis).

We care about getting the science right.

We know that scientific rigor of doing experiments,
asking critical questions and challenging assumptions will translate to our success as a business.

​​We are transparent with information to enable our teams and leadership to make the right decisions.

​We are conscientious of why our customers came to Lumiata, what their aspirations are and what keeps them up at night.

We strive to think from the other’s point of view. We step in “each other’s shoes” when we resolve conflicts.

We stay humble, treat each other with respect and care for one another.

We strive to exceed customer expectations.

We view our customer’s success as our success.

We consider customer adoption (of Lumiata products) as our True North Metric.

 

We act like owners and are self-motivated.

We think long term. We don’t sacrifice long-term value for short-term results.

We exhibit strong bias for fast execution, recognizing that speed matters in business.

We make fast decisions and err on the side of getting things done. Many decisions and actions are reversible.

We ensure all work is about business results and impact –– directly or indirectly.

Careers

We are currently hiring for multiple roles:

Principal Data Scientist – Machine Learning Platform

Sr. Data Engineer (Contractor)

If you are contacted for a role that does not appear above, it may be a fraud. Lumiata does not request any financial information, social security numbers or require you to have a Google account during the interview process.

If you are concerned you are the victim of a hiring scam, please click here to review this PSA from the FBI. Lumiata shall not be responsible or liable for any debt, liability or any other obligation of any individual incurred as a result of unauthorized contact.

Healthcare touches millions of lives and you’ll get to contribute to a high performing team that is using AI and ML to make healthcare smarter.  Getting up each day to be part of something that could literally save someone’s life is invaluable. If you’re passionate about healthcare and data, we’d love to have you join us!

We start most of our ML projects with Experimental Design, we start with a hypothesis, and iterate on experiments to validate it. A lot of the work is based on existing papers that are applications of Machine Learning to Healthcare. ​

  • From a programming language perspective, we use Python, Scala, and NodeJS.
  • ​For services and web applications, we use Flask (REST) and React with MySQL backends.
  • On the Data/Machine Learning side, we use a variety of big data technologies such as Airflow, 
  • Big Query, Spark (DataProc), Google Cloud Storage, Google Pub/Sub, Cloud SQL, Tensorflow,
    KubeFlow, scikit-learn, XGBoost, Shap.
  • Google Cloud is our cloud partner. Our long-term strategy is to be multi-cloud.
  • Most of our infra is running on GKE and it’s managed via Terraform.

Our Core Values are centered around relationships, high performance, integrity, and customer satisfaction.  You’ll work with a team of talented data scientists and engineers that are energetic and passionate about making the healthcare system more efficient through AI and ML products and services.

  • Discretionary PTO
  • 401(k) Retirement Plan
  • Health + Vision + Dental Benefits
  • Employee Referral Program
  • Paid Parental Leave
  • Professional Development
 

Get in touch