Career Intelligence

Frequently Asked Questions

How many job postings and salary surveys does the career intelligence data cover?

The reports compile analysis from 50,000+ job postings across major job boards, salary surveys covering 30+ countries, and hiring data from enterprise employers including FAANG, defense contractors, healthcare systems, and consulting firms. Data is refreshed quarterly to reflect current market conditions. Each report breaks down compensation by role, experience level (junior through principal), certification held, and geographic location.

Do the salary reports cover cloud computing roles in African tech markets?

Yes. Dedicated Africa tech market sections provide country-by-country analysis for Lagos, Nairobi, Johannesburg, Accra, Cairo, and emerging hubs. Reports cover local employer compensation ranges, remote work opportunities with international companies (including USD-denominated salary benchmarks), mobile-first infrastructure considerations, and cloud adoption rate trends. The data helps engineers on the continent benchmark their compensation against both local and global standards.

What H1B visa sponsorship data is included in the career intelligence reports?

The H1B reports cover cloud and AI roles specifically, listing sponsor companies with historical approval rates, prevailing wage data by metropolitan area, and processing timeline estimates. You get sortable company lists ranked by approval rate, average offered salary, and total sponsorship volume for cloud-related roles. The data covers the past three fiscal years so you can identify trends in which employers are increasing or decreasing their cloud hiring through sponsorship. Visit our Career Development collection for interview preparation materials at these specific companies.

How do the skill gap analyses identify the highest-ROI certifications?

The skill gap reports cross-reference employer demand data (extracted from job postings) with certification holder salary data to calculate the projected salary uplift for each certification path. For example, the reports show that AWS Solutions Architect Professional holders earn a median of $28K more than Associate-only holders, and CKA certification correlates with a 22% salary premium over non-certified Kubernetes practitioners. Each analysis includes time-to-ROI calculations based on study hours, exam costs, and expected salary increase.

Are there employer profile reports for the top cloud-hiring companies?

Yes. The collection profiles the top 100 cloud-hiring companies with detailed breakdowns of their interview processes (number of rounds, technical assessment format, system design expectations), team structures, tech stack details, growth trajectories, and compensation bands by level. Profiles cover FAANG, major cloud consultancies (Accenture, Deloitte, Slalom), defense contractors (Raytheon, Booz Allen, Leidos), and high-growth startups. Data includes Glassdoor ratings, employee retention trends, and remote work policies.