Denver Job Market for Candidates
Skills demand, salary benchmarks, and hiring trends across all role families in Denver.
2,387+
Jobs tracked
4
Reports
Data & Analytics
View full Denver Data & Analytics report →Denver Data & Analytics -- Job Seeker Guide
Invest in Airflow, Snowflake, and dbt skills alongside Python and SQL. These tools appear in 10-11% of postings and are frequently paired together, reflecting the leading data infrastructure pattern i...
Denver Data & Analytics -- Job Seeker Guide
27% of tracked roles include employer-disclosed salary ranges. Where available, use these figures to benchmark expectations before negotiating.
From Core PM to AI/ML PM: Two Ways AI Is Changing Product Management
AI already appears in 21% of core PM postings. But AI/ML PM roles require a deeper layer: understanding LLMs, model evaluation, and build-versus-buy decisions for AI infrastructure.
From Data Analyst to Data Engineer: Consumer to Producer
A third of data engineering skills overlap with analyst roles, but the other two-thirds are almost entirely infrastructure. Here's what the market data shows about making the transition.
From Data Scientist to ML Engineer: When SQL Stops Being the Point
SQL appears in 85% of data scientist roles and 19% of ML engineer postings. The transition is fundamentally about moving from the analytical layer to the systems layer.
Emerging Skills Radar: What Companies Are Actually Hiring For
The gap between what the AI conversation emphasises and what hiring managers actually screen for is wider than most people assume. LLM appears in 16% of descriptions while context engineering barely registers.
Hidden Job Families: The Roles Nobody Talks About
Project and programme managers together account for 4,229 postings -- 37% of all tracked roles. Analytics engineering, growth PM, and platform PM are substantial markets with distinct profiles that rarely feature in career advice.
Monthly Market Pulse: January-February 2026
Delivery management is surging while data and product roles cool. Project manager postings nearly doubled (+95%), while technical PM dropped 65% and data engineering fell 47%.
From Project Manager to Programme Manager: Same Skills, Bigger Canvas
Ten of fifteen top skills overlap between project and programme managers. The transition is about scope and seniority, not new technical skills, with a 33% salary premium.
The Seniority Skills Ladder: How Skill Requirements Change as You Level Up
Leveling up is defined as much by what drops off your requirements as by what gets added. SQL drops 9 points from junior to senior. AI climbs 5 points. Seniority is a move from tools to judgment.
Product Management
View full Denver Product Management report →Denver Product Management -- Job Seeker Guide
With 62% remote availability, Denver-based roles offer access to talent nationwide. Position yourself for remote-first companies if location flexibility matters.
From Core PM to AI/ML PM: Two Ways AI Is Changing Product Management
AI already appears in 21% of core PM postings. But AI/ML PM roles require a deeper layer: understanding LLMs, model evaluation, and build-versus-buy decisions for AI infrastructure.
From Data Analyst to Data Engineer: Consumer to Producer
A third of data engineering skills overlap with analyst roles, but the other two-thirds are almost entirely infrastructure. Here's what the market data shows about making the transition.
From Data Scientist to ML Engineer: When SQL Stops Being the Point
SQL appears in 85% of data scientist roles and 19% of ML engineer postings. The transition is fundamentally about moving from the analytical layer to the systems layer.
Emerging Skills Radar: What Companies Are Actually Hiring For
The gap between what the AI conversation emphasises and what hiring managers actually screen for is wider than most people assume. LLM appears in 16% of descriptions while context engineering barely registers.
Hidden Job Families: The Roles Nobody Talks About
Project and programme managers together account for 4,229 postings -- 37% of all tracked roles. Analytics engineering, growth PM, and platform PM are substantial markets with distinct profiles that rarely feature in career advice.
Monthly Market Pulse: January-February 2026
Delivery management is surging while data and product roles cool. Project manager postings nearly doubled (+95%), while technical PM dropped 65% and data engineering fell 47%.
From Project Manager to Programme Manager: Same Skills, Bigger Canvas
Ten of fifteen top skills overlap between project and programme managers. The transition is about scope and seniority, not new technical skills, with a 33% salary premium.
The Seniority Skills Ladder: How Skill Requirements Change as You Level Up
Leveling up is defined as much by what drops off your requirements as by what gets added. SQL drops 9 points from junior to senior. AI climbs 5 points. Seniority is a move from tools to judgment.
Project & Delivery
View full Denver Project & Delivery report →Denver Project & Delivery -- Job Seeker Guide
With 57% of tracked roles fully remote and another 26% flexible, Denver delivery candidates can access a wide range of opportunities without relocating. Highlight remote collaboration skills and distr...
From Core PM to AI/ML PM: Two Ways AI Is Changing Product Management
AI already appears in 21% of core PM postings. But AI/ML PM roles require a deeper layer: understanding LLMs, model evaluation, and build-versus-buy decisions for AI infrastructure.
From Data Analyst to Data Engineer: Consumer to Producer
A third of data engineering skills overlap with analyst roles, but the other two-thirds are almost entirely infrastructure. Here's what the market data shows about making the transition.
From Data Scientist to ML Engineer: When SQL Stops Being the Point
SQL appears in 85% of data scientist roles and 19% of ML engineer postings. The transition is fundamentally about moving from the analytical layer to the systems layer.
Emerging Skills Radar: What Companies Are Actually Hiring For
The gap between what the AI conversation emphasises and what hiring managers actually screen for is wider than most people assume. LLM appears in 16% of descriptions while context engineering barely registers.
Hidden Job Families: The Roles Nobody Talks About
Project and programme managers together account for 4,229 postings -- 37% of all tracked roles. Analytics engineering, growth PM, and platform PM are substantial markets with distinct profiles that rarely feature in career advice.
Monthly Market Pulse: January-February 2026
Delivery management is surging while data and product roles cool. Project manager postings nearly doubled (+95%), while technical PM dropped 65% and data engineering fell 47%.
From Project Manager to Programme Manager: Same Skills, Bigger Canvas
Ten of fifteen top skills overlap between project and programme managers. The transition is about scope and seniority, not new technical skills, with a 33% salary premium.
The Seniority Skills Ladder: How Skill Requirements Change as You Level Up
Leveling up is defined as much by what drops off your requirements as by what gets added. SQL drops 9 points from junior to senior. AI climbs 5 points. Seniority is a move from tools to judgment.
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