Using Data for Better Hiring Decisions

St. Jude Kid's Research study Hospital in Memphis, TennesseeMicrosoft in Redmond, WashingtonAmerican Express in New York, New YorkHouston Methodist in Houston, Texas.

Navigating today's job market needs adapting quicker than ever. AI is improving every phase of the work journey and many employees are trying to figure out how to remain ahead. Over half of experts (56%) plan to job-hunt this year, yet 76% say they do not feel ready, according to recent LinkedIn research study.

Our annual Jobs on the Rise list does just that highlighting the fastest-growing roles of the past 3 years. This year's list points to continued momentum in both technical and tactical AI roles, consisting of AI engineers, AI consultants and data annotators. The increase in creators and independent experts also points to a and gig work as experts adapt to unpredictability.

Each role consists of insights on key abilities, hiring hotspots, and more plus chances to check out open tasks or build skills through an associated LinkedIn Knowing course. Have a look at the 25 fastest-growing jobs in the U.S. and sign up with the conversation utilizing. You can read our full methodology at the bottom of this article.

Intrigued in seeing fast-growing jobs for your city? Most common skills: LangChain, Retrieval-Augmented Generation (RAG), PyTorch Most common industries: Technology and Internet, IT Provider and IT Consulting, Business Consulting and Services Where the most tasks are: San Francisco, New York City, Dallas Current gender circulation: 23% female, 77% male Mean years of previous experience: 3.7 Leading functions transitioned from: Software Engineer, Data Researcher, Complete Stack Engineer Flexible work availability: 26.2% remote, 27.1% hybrid What they do: Artificial intelligence specialists and strategists assist organizations plan and carry out AI innovations to improve operations and reach their goals.

7 Key Principles for Better HR Management

Most typical abilities: Residential Realty, Real Estate Deals, Purchaser Representation Most common industries: Realty, Structure Building And Construction, Staffing and Hiring Where the most tasks are: Houston, Dallas, Orlando, Fla. Present gender distribution: 57% woman, 43% male Average years of previous experience: 6.5 Leading roles transitioned from: Realty Representative, Sales Manager, Home Advisor Can also be called Content analysts.

What they do: Data annotators label and review information utilizing comprehensive guidelines and quality checks to make sure accurate datasets for training AI and device learning designs typically on a per-project basis. Most common skills: SEO Copywriting, Material Marketing, Content Production Most common markets: Innovation and Internet, Staffing and Recruiting, Greater Education Where the most tasks are: Austin, Texas, New York City, San Francisco Current gender distribution: 62% female, 38% male Typical years of previous experience: 3.5 Leading functions transitioned from: Content Manager, Editor, Data Expert Flex work accessibility: 27.5% remote, 29.4% hybrid What they do: Synthetic intelligence/machine learning researchers style and test brand-new designs and algorithms, using the outcomes to improve AI systems.

Most common skills: Medicare/Medicaid Compensation, Previous Authorization, Managed Care Most common markets: Chemical Production, Research Study Services, IT Services and IT Consulting Where the most tasks are: New york city City, Chicago, Los Angeles Current gender distribution: 68% female, 32% male Typical years of previous experience: 8.0 Top roles transitioned from: Account Supervisor, Medical Biller, Sales Specialist Flex work schedule: 41.5% remote, 11.3% hybrid What they do: Strategic advisors and independent experts bring customized expertise to assist organizations solve intricate problems and drive results.

Present gender distribution: 30% female, 70% male Median years of previous experience: 8.1 Leading roles transitioned from: Ceo, Founder, Chief Operating Officer Flex work accessibility: 15.2% remote, 25.9% hybrid What they do: Marketing sales professionals offer advertising space across channels, matching customer needs with the right media positionings.

Will Your Organization Prepared for 2026?

Most common abilities: Start-up Leadership, Brand Name Development, Software Advancement Most typical markets: Technology and Internet, Service Consulting and Provider, IT Solutions and IT Consulting Where the most tasks are: New York City, San Francisco, Los Angeles Current gender circulation: 35% woman, 65% male Mean years of prior experience: 5.9 Leading roles transitioned from: Software Engineer, Item Supervisor, Managing Director Flex work schedule: 51.1% remote, 30.1% hybrid See more: What they do: Sales executives lead a company's sales activities, including setting earnings objectives, preserving and establishing customer relationships and supervising groups to drive sales development.

Most common abilities: Electrical Testing, Piping and Instrumentation Drawing, Devices Testing Most common markets: Engineering Providers, IT Provider and IT Consulting, Equipment Manufacturing Where the most tasks are: Houston, Washington, D.C., Dallas Current gender distribution: 7% woman, 93% male Median years of prior experience: 5.3 Top roles transitioned from: Job Supervisor, Building And Construction Management Expert, Automation Engineer Flex work availability: 17.9% remote, 14.9% hybrid What they do: Venture partners support firms by sourcing opportunities and using tactical guidance throughout investments.

Most typical skills: Pharmaceutical Sales, Market Preparation, Market Analysis Most common markets: Solutions for Renewable Resource, Food and Drink Production, Food and Beverage Solutions Where the most jobs are: New York City, Dallas, Los Angeles Current gender distribution: 34% female, 66% male Mean years of prior experience: 2.1 Leading roles transitioned from: Occasion Marketing Expert, Sales Professional, Account Supervisor Can also be understood as Advancement supervisors or Significant gifts officers What they do: Fundraising officers develop and execute methods to protect monetary assistance for company jobs or not-for-profit activities, functioning as a bridge in between an organization's requirements and possible donors.

Present gender circulation: 66% female, 34% male Average years of previous experience: 6.3 Leading functions transitioned from: Director of Advancement, Chief Business Advancement Officer, Philanthropy Officer Flex work accessibility: 14.3% remote, 34.8% hybrid What they do: Background private investigators confirm individual, expert and legal information to make sure people meet eligibility requirements for work, security or other compliance purposes.

Why Leading Companies Succeed in 2026

Most common abilities: Sales Management, Consumer Relationship Management, Incoming List building Most typical industries: Non-profit Organizations, Innovation and Internet, Research Study Solutions Where the most tasks are: New York City, Washington, D.C., San Francisco Current gender distribution: 39% female, 61% male Average years of previous experience: 7.4 Top roles transitioned from: Director of Development, Director of Fundraising, Chief Operating Officer Flex work availability: 18.8% remote, 29.2% hybrid What they do: Datacenter technicians set up, preserve and troubleshoot computer servers, storage systems and other hardware to ensure reliable information center operations.

Most common abilities: Travel Preparation, Travel Management, Service Travel Most typical industries: Travel Arrangements, Hospitality, Innovation and Internet Where the most tasks are: New York City, Miami, Los Angeles Current gender circulation: 82% woman, 18% male Average years of prior experience: 5.3 Top functions transitioned from: Administrative Assistant, Sales Representative, Consumer Service Representative Flex work availability: 15.4% remote, 3.7% hybrid What they do: Psychiatric nurse practitioners assess and identify mental health conditions, manage treatment strategies and provide ongoing restorative take care of clients.