Big Data Engineer Job Description Template 2026

Restored cast-iron steam engine with a large flywheel on display in a bright modern office atrium

By Mike Carter, Managing Director, KORE1 A big data engineer job description has to state the daily data volume, the platform with its Spark, Hadoop, and Java versions, and whether the hire will run the cluster or move off it. Our 2026 salary guide puts mid-level base pay between $134,000 and $152,000, and seniors land … Read more

Informatica Developer Interview Questions 2026

Two hiring leaders standing in conversation about an Informatica developer search in a modern office

By Mike Carter, Managing Director, KORE1 Informatica developer interview questions in 2026 should test how a candidate proved a migrated mapping still produced the same numbers, which Informatica products they actually worked in, and what their old PowerCenter jobs could not carry to the cloud. Syntax questions about transformation types are answerable from any certification … Read more

Project Manager Salary Guide 2026

Construction project manager in a hard hat and orange safety vest looking out from a concrete floor deck at a steel building frame at dusk

By Mike Carter, Managing Director, KORE1 A project manager in the United States earns a median of $102,320 a year, going by Bureau of Labor Statistics wage data from May 2025, and half the field lands between $78,440 and $133,100. What most salary pages leave out is industry. The same federal job code pays a … Read more

How to Keep Great Contractors: A Retention Playbook for Contingent Teams

Two colleagues talking on an office terrace bench about how to retain contractors through the end of an assignment

By Mike Carter, Managing Director, KORE1 You retain contractors through the end of an assignment by keeping the pay rate in line with the market, keeping the work inside the scope they accepted, and telling them early what happens after the end date. Perks barely register. The technical contractors we see quit early mostly go … Read more

LLM Engineer Job Description Template 2026

Engineering director and KORE1 recruiter discussing an LLM engineer job description in an office lounge

By Mike Carter, Managing Director, KORE1 An LLM engineer job description should say which layer of the model the hire owns (API integration, self-hosted serving, or the weights) and who runs the upgrade when a provider retires the model underneath your product. For the build seat most companies actually need, expect a base of $150,000 … Read more

Direct Sourcing vs Staffing Agencies: A Guide for Contingent Talent Buyers

Two contingent talent buyers comparing direct sourcing against staffing agency supply across two stacks of printed requisitions

By Mike Carter, Managing Director, KORE1 Direct sourcing fills contingent roles from a private talent pool a company already owns, usually alumni, retirees, and silver-medalist applicants, while a staffing agency recruits people the company has no relationship with. Neither one is a program by itself. The decision worth your time is which requisitions go down … Read more

Hiring After Layoffs: Why Companies Rebuild With Contract Talent First

Hiring manager and colleague discussing a contract-first rebuild plan after layoffs on an office staircase

By Mike Carter, Managing Director, KORE1 Most companies hiring after layoffs rebuild with contract talent first, because contractors restore capacity in weeks without betting a permanent headcount line on demand that hasn’t proven itself yet. Permanent reqs come back later, once the work has shown up two quarters in a row. Run in that order, … Read more

Splunk Engineer Interview Questions 2026

Confident Splunk engineer candidate standing in a modern tech office hallway with orange accent walls before a job interview

By Mike Carter, Director of Partnership Success, KORE1 Splunk engineer interviews in 2026 should test licensing judgment, data onboarding decisions, and how a candidate diagnoses a broken search, not SPL syntax anyone can memorize from a certification guide. The title gets used for three different jobs, and most interview loops only screen for one of … Read more

Contractor Headcount Planning for 2027: A Framework for IT Leaders

IT director reviewing a contractor headcount planning chart for 2027 workforce budgeting

By Mike Carter, Managing Director, KORE1 Contractor headcount planning for 2027 means setting a target contractor-to-employee ratio for your IT org, then building a model that flexes that ratio with project pipeline, budget cycles, and hiring freezes instead of guessing every quarter. Most IT leaders treat that ratio as an accident, whatever mix of approved … Read more