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AI/ML Engineers

AI/ML Engineers design, develop, and deploy machine learning models and artificial intelligence systems. They work at the intersection of software engineering and data science, building the algorithms and infrastructure that power intelligent applications from recommendation systems to autonomous vehicles. These professionals work across nearly every industry, with particularly high demand in technology, finance, healthcare, and e-commerce. Most work in office or hybrid settings at tech companies, startups, research labs, or as part of digital transformation teams at traditional enterprises. The work involves significant coding, experimentation, and collaboration with data scientists and product teams. This career offers exceptional compensation, strong job security, and the opportunity to work on cutting-edge technology that shapes the future. AI/ML Engineers often advance to Staff/Principal roles, move into AI research, or transition to technical leadership positions. The field requires continuous learning as techniques evolve rapidly.

Median Annual Pay
$175,000
Range: $115,000 - $300,000
Training Time
4-7 years
AI Resilience
🟑AI-Augmented
Education
Bachelor's degree

πŸ€–AI Resilience Assessment

AI Resilience Score

AI/ML Engineers have moderate exposure to AI automation because while AI tools can assist with code generation, data preprocessing, and model prototyping, the core work of designing novel architectures, understanding domain problems, and making strategic technical decisions requires deep human judgment. The field is experiencing 35%+ growth driven by AI adoption across industries. Human advantages include high creativity in developing new approaches and strong judgment in balancing model performance, interpretability, and ethical considerations. AI tools augment rather than replace these professionals.

🟑AI-Augmented

How we calculated this:

AI Exposure
Medium+1

35% of tasks can be accelerated by AI

Job Growth
Rapid Growth+2

+35% projected (2024-2034)

Human Advantage
Moderate+1

EPOCH score: 15/25

Total Score4/6
Methodology: v2.0 - GPTs are GPTs / BLS / EPOCH Additive ScoringUpdated: 2026-01-08

πŸ“‹Key Responsibilities

  • β€’Design and implement machine learning models for specific business problems
  • β€’Train, evaluate, and optimize models for performance and efficiency
  • β€’Build and maintain ML pipelines for data processing and model deployment
  • β€’Collaborate with data scientists and product teams to translate requirements into ML solutions
  • β€’Deploy and monitor models in production environments
  • β€’Research and evaluate new ML techniques and frameworks
  • β€’Optimize inference performance and reduce computational costs
  • β€’Ensure models meet fairness, privacy, and security requirements

πŸ“ˆCareer Progression

What does this mean?

This shows how earnings typically grow with experience. Entry level represents starting salaries, while Expert shows top earners (90th percentile). Most workers reach mid-career earnings within 5-10 years. Figures are national averages and vary by location and employer.

1
Entry (10th %ile)
0-2 years experience
$115,000
$103,500 - $126,500
2
Early Career (25th %ile)
2-6 years experience
$140,000
$126,000 - $154,000
3
Mid-Career (Median)
5-15 years experience
$175,000
$157,500 - $192,500
4
Experienced (75th %ile)
10-20 years experience
$225,000
$202,500 - $247,500
5
Expert (90th %ile)
15-30 years experience
$300,000
$270,000 - $330,000

πŸ“šEducation & Training

Requirements

  • β€’Entry Education: Bachelor's degree
  • β€’Experience: 1-2 years
  • β€’On-the-job Training: None

Time & Cost

Education Duration
4-7 years (typically 5)
Estimated Education Cost
$53,406 - $199,410
Public (in-state):$53,406
Public (out-of-state):$110,538
Private nonprofit:$199,410
Source: college board (2024)
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πŸ’»Technology Skills

PythonPyTorchTensorFlowScikit-learnSQLDockerKubernetesAWS/GCP/Azure ML servicesGitMLflow/Weights & BiasesSpark/RayLinux

⭐Key Abilities

β€’Mathematical reasoning
β€’Algorithmic thinking
β€’Problem decomposition
β€’Experimental design
β€’Technical communication
β€’Systems thinking
β€’Pattern recognition

🏷️Also Known As

Machine Learning EngineerML EngineerDeep Learning EngineerApplied ML EngineerAI EngineerMLOps Engineer

πŸ”—Related Careers

Other careers in technology

πŸ”—Data Sources

Last updated: 2026-01-08Manually Sourced
Wages: Glassdoor, Levels.fyi, LinkedIn Salary (Jan 2026)
Skills: Analysis of 50+ LinkedIn/Indeed job postings (Jan 2026)
Outlook: LinkedIn Jobs on the Rise 2026
AI Assessment: Editorial assessment based on EPOCH framework and task analysis

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