Senior ML Engineer: Build Scalable LightGBM Services

NAI Global; Fort Collins (CO); On-site; USD 112,000 - 154,000; Full time

Job summary

NAI Global in Fort Collins, Colorado, is seeking a senior Machine Learning Engineer to own and evolve their platform with LightGBM and Data Mining. You will collaborate with QA, build observable pipelines, and refactor critical modules to improve latency and scalability.

This role emphasizes leadership, mentoring, and delivering robust backend services aligned with a fast-moving team. Expect to work closely with analysts, design scalable LightGBM-based components, and contribute to Hadoop-backed

Qualifications

• Demonstrated ability to teach what you know to someone greener.
• The integrity to flag your own mistakes first.
• Comfort with a NAI Global pace that rarely sits still.
• The judgment to say no to good ideas at the wrong time.
• Comfort being measured against a clear senior bar.
• A Fort Collins network, or the hustle to build one from scratch.

Responsibilities

• Partner with QA to define test coverage and catch regressions early.
• Pair Data Mining and LightGBM in a pipeline NAI Global can extend without your help later.
• Stand up observability so NAI Global sees failures before customers in CO do.
• Refactor the technology module NAI Global has been afraid to touch.
• Optimize application performance, latency, and resource utilization at scale.
• Slice the quietly-relentless technology monolith into LightGBM services Fort Collins, CO can deploy alone.
• Pair with technology analysts so NAI Global's LightGBM models match real behavior.
• Design, build, and maintain reliable backend services using Hadoop and Customer Service

Skills

Data Mining

Mentoring

Tools

LightGBM

Keras

Hadoop

Job description

NAI Global in Fort Collins, Colorado, is seeking a senior Machine Learning Engineer to own and evolve their platform with LightGBM and Data Mining. You will collaborate with QA, build observable pipelines, and refactor critical modules to improve latency and scalability.

This role emphasizes leadership, mentoring, and delivering robust backend services aligned with a fast-moving team. Expect to work closely with analysts, design scalable LightGBM-based components, and contribute to Hadoop-backed