Software Engineering & Development Frontend, backend, full-stack, mobile, embedded, QA and engineering management, the people who write and ship the code. 17

• Software Engineer
• Junior Software Developer
• Frontend Developer
• Backend Developer
• Full Stack Developer
• iOS Developer
• Android Developer
• QA Automation Engineer
• Engineering Manager
• Staff Software Engineer
• Software Architect
• Embedded Software Engineer
• Game Developer
• Salesforce Developer
• Java Developer
• Python Developer
• Web Developer

Healthcare & Clinical Care Nursing, nurse practitioner, physician assistant, medical assistant, imaging and lab technologists, therapy, pharmacy, behavioural health, dental, medical coding and practice administration. 16

• Registered Nurse
• Nurse Practitioner
• Physician Assistant
• Medical Assistant
• Certified Nursing Assistant
• Radiologic Technologist
• Diagnostic Medical Sonographer
• Medical Laboratory Scientist
• Phlebotomist
• Physical Therapist
• Occupational Therapist
• Respiratory Therapist
• Pharmacy Technician
• Licensed Mental Health Counselor
• Dental Hygienist
• Medical Coder

AI & Machine Learning AI engineer, machine learning engineer, MLOps, applied scientist, evals and model safety, AI product manager, and forward-deployed and AI solutions roles. 12

• AI Engineer
• Machine Learning Engineer
• MLOps Engineer
• Applied Scientist
• AI Evaluations Engineer
• AI Product Manager
• Forward Deployed Engineer
• AI Solutions Architect
• Computer Vision Engineer
• AI Trainer
• AI Automation Specialist
• AI Governance Manager

Data & Analytics Data analyst, data engineer, analytics engineer, data scientist, BI developer, data architect, database administrator and analytics leadership. 11

• Data Analyst
• Data Engineer
• Analytics Engineer
• Data Scientist
• Business Intelligence Developer
• Data Architect
• Database Administrator
• Product Analyst
• Data Governance Analyst
• Analytics Manager
• Director of Data and Analytics

IT, Cloud & Infrastructure Help desk and IT support, systems administration, network engineering, DevOps, SRE, platform engineering and cloud architecture. 11

• Help Desk Technician
• Technical Support Engineer
• Systems Administrator
• Network Engineer
• DevOps Engineer
• Site Reliability Engineer
• Cloud Engineer
• Cloud Architect
• Platform Engineer
• IT Manager
• Cloud FinOps Analyst

Finance, Accounting & Insurance Accountant, bookkeeper, financial analyst, FP&A, controller, audit and tax, treasury, actuary, underwriter, claims adjuster, loan officer, ESG and sustainability reporting, and real estate and property management. 12

• Staff Accountant
• Bookkeeper
• Financial Analyst
• FP&A Manager
• Controller
• Internal Auditor
• Tax Accountant
• Actuary
• Insurance Underwriter
• Claims Adjuster
• Mortgage Loan Officer
• Property Manager

Marketing, Content & Communications Digital and lifecycle marketing, SEO and GEO, paid media, product marketing, brand and graphic design, copywriting, technical writing, video and motion, PR and internal communications. 11

• Digital Marketing Manager
• Lifecycle Marketing Manager
• SEO Manager
• Paid Media Manager
• Product Marketing Manager
• Graphic Designer
• Copywriter
• Technical Writer
• Video Editor
• Public Relations Manager
• Internal Communications Manager

Sales, Customer Success & Support SDR, account executive, account management, sales engineering, partnerships, sales leadership, customer success and customer support. 11

• Sales Development Representative
• Account Executive
• Enterprise Account Executive
• Account Manager
• Sales Engineer
• Customer Success Manager
• Customer Support Specialist
• Revenue Operations Manager
• Partnerships Manager
• Sales Manager
• Implementation Consultant

Product, Design & Project Management Product manager, AI product manager, project manager, program and technical program manager, scrum master, business analyst, product operations, product designer, UX researcher and content designer. 12

• Product Manager
• Associate Product Manager
• Project Manager
• Technical Program Manager
• Program Manager
• Scrum Master
• Business Analyst
• Product Operations Manager
• Product Designer
• UX Researcher
• Content Designer
• Product Owner

Skilled Trades, Manufacturing & Energy Electrician, plumber, HVAC, welder, machinist and CNC, industrial maintenance, automotive technician, data centre technician, production supervisor, quality inspector, and solar, wind and grid technicians. 15

• Electrician
• Plumber
• HVAC Technician
• Welder
• CNC Machinist
• Industrial Maintenance Technician
• Automotive Technician
• Diesel Mechanic
• Data Center Technician
• Production Supervisor
• Quality Inspector
• Solar Installer
• Wind Turbine Technician
• Electrical Lineworker
• Manufacturing Engineer

Business Operations, Supply Chain & Logistics Business operations and strategy, chief of staff, consulting and revenue operations at one end; supply chain planning, procurement, warehouse, dispatch, fleet and commercial driving at the other. 12

• Business Operations Manager
• Chief of Staff
• Management Consultant
• Supply Chain Analyst
• Demand Planner
• Procurement Specialist
• Warehouse Associate
• Logistics Coordinator
• Dispatcher
• Fleet Manager
• CDL Truck Driver
• Executive Assistant

Cybersecurity Security analyst and SOC, detection engineering, penetration testing, application and cloud security, identity, GRC and AI model security. 9

• SOC Analyst
• Detection Engineer
• Penetration Tester
• Application Security Engineer
• Cloud Security Engineer
• Identity and Access Management Engineer
• Security Compliance Analyst
• AI Security Engineer
• Security Architect

Education, Government & Nonprofit K-12 and higher education teaching, school leadership, instructional design and corporate training; policy analysis, public administration, urban planning, social work, case management, grants and fundraising. 12

• Elementary School Teacher
• Special Education Teacher
• College Professor
• School Principal
• Instructional Designer
• Corporate Trainer
• Policy Analyst
• Urban Planner
• Social Worker
• Case Manager
• Grant Writer
• Nonprofit Development Director

People, HR & Recruiting Recruiter, HR generalist, HR business partner, compensation and benefits, people analytics, L&D and people operations. 7

• Recruiter
• HR Generalist
• HR Business Partner
• Compensation and Benefits Analyst
• People Analytics Analyst
• Learning and Development Manager
• HR Coordinator

Architecture, Engineering & Construction Civil, mechanical, electrical, structural, industrial and aerospace engineering, plus architecture, drafting, surveying, estimating, superintendent and construction project management. 10

• Civil Engineer
• Mechanical Engineer
• Electrical Engineer
• Structural Engineer
• Architect
• CAD Drafter
• Land Surveyor
• Construction Estimator
• Construction Superintendent
• Construction Project Manager

Legal, Risk & Compliance Attorney, paralegal, contract manager, compliance analyst, privacy, AML, enterprise risk and the new AI governance roles. 8

• Corporate Counsel
• Paralegal
• Contract Manager
• Compliance Analyst
• Privacy Analyst
• AML Analyst
• Enterprise Risk Manager
• Legal Operations Manager

Hospitality, Retail & Frontline Service Retail associate and store management, restaurant and food service, hotel operations, travel, events and facilities. 8

• Retail Sales Associate
• Retail Store Manager
• Restaurant Server
• Restaurant Manager
• Line Cook
• Hotel Front Desk Agent
• Event Coordinator
• Facilities Manager

Life Sciences, Biotech & Pharma Clinical research, regulatory affairs, bioinformatics, lab and bench scientist, biostatistics, quality and validation, and pharma manufacturing science. 6

• Clinical Research Associate
• Regulatory Affairs Specialist
• Bioinformatics Scientist
• Research Associate
• Biostatistician
• Quality Assurance Specialist (GMP)