Manager Analytics, CM Analytics Transformation

Caterpillar

Confirmed live today High trust
Closes in 7 days

Quick summary

Work type
On-site
Location
Chicago, ILPeoria, IL
Salary
$147,760–$240,110 / yr
Posted
3 days ago
Freshness
Confirmed live today
Closes
Oct 1, 2026 (soon)

Market check

Salary context

Competitive pay

How this pay compares to similar roles

Similar $186k
This role $194k
$133k most similar roles pay here $252k

This role pays more than 62% of similar roles. Most pay $159,000–$212,640 — the shaded band above. At the midpoint, this role pays about $194k versus about $186k for comparable roles.

Based on 240 similar postings.

Employer

About Caterpillar

Caterpillar Inc. is the world''s largest manufacturer of construction and mining equipment, diesel and natural gas engines, industrial gas turbines, and diesel-electric locomotives. Industry: Heavy Equipment & Manufacturing

Caterpillar currently has 36 open roles on FindRole.

Listed pay typically runs $147,760–$192,710 across 35 roles with salary data.

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View all roles at Caterpillar

At a glance

TL;DR · Manager Analytics, CM Analytics Transformation

Manager Analytics – CM Analytics Transformation joins the Condition Monitoring Analytics Team within the Analytics and Applied AI organization. This role involves leading a team of data scientists to develop, deploy, and support next-generation analytics for the Cat Foresight CM application. The manager will oversee the transformation of workflows by building scalable failure modeling, evidence clustering, and persona modeling to provide predictive maintenance recommendations. Key responsibilities include managing the project portfolio, coordinating with engineering and product teams, and providing technical coaching to a team of eight to twelve scientists. Required expertise includes business statistics, analytical thinking, and modern machine learning methods for supervised/unsupervised learning and recommender systems. Candidates should possess skills in Python ML stacks and experience handling IoT event, diagnostic, and timeseries data to solve complex asset-level predictive maintenance problems within the condition monitoring space.

What you'll do

  • Lead the CM Analytics Transformation team to develop and deploy next-generation predictive maintenance analytics.
  • Manage the transformation portfolio by coordinating with commercial, product, and engineering teams.
  • Identify assets requiring intervention and generate actionable recommendations based on gathered evidence and context.
  • Drive innovation and execution by setting priorities, managing resource loading, and developing contingency plans.
  • Supervise a team of 8-12 data scientists through hiring, performance management, and technical coaching.
  • Provide hands-on technical guidance to the team regarding machine learning and AI methodologies.
  • Develop scalable failure modeling, evidence clustering, and persona modeling for the Cat Foresight application.

What we're looking for

  • Bachelor's degree in data science, applied mathematics, statistics, engineering, or a related technical field (advanced degree preferred).
  • Typically 12 years of work experience in technical and leadership roles.
  • At least 8 years of experience in data science, analytics, AI, engineering, or a similar role.
  • At least 4 years of leadership experience over analytics, digital, and/or software development teams.
  • Strong knowledge of modern ML/AI methods for supervised/unsupervised learning, recommender systems, and agentic approaches.
  • Expertise in Python ML stacks and modern AI frameworks.
  • Experience developing digital solutions in the IoT or condition monitoring space (preferred).
  • Familiarity with Caterpillar products, applications, data, and digital ecosystem (preferred).

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