AI engineering is among the best-paid roles in technology in 2026, and the numbers have pulled away from general software pay. If you are benchmarking an offer or budgeting a hire, the headline is this: US AI engineer base pay sits roughly between $140,000 and $185,000, with total compensation routinely clearing $200,000 mid-career and $300,000…
Python remains central to AI, data, and backend development in 2026, even as a milestone shift has taken place at the top of GitHub. This reference compiles widely cited statistics on Python’s popularity, developer activity, real-world uses, frameworks, salaries, and demand, with every figure linked to its source. Python’s large ecosystem is a major advantage,…
AI has moved from autocomplete to writing a meaningful share of production code. This page compiles the most-cited 2026 statistics on AI code generation: adoption, output share, the contested productivity picture, developer trust, security, and the outlook. For the related view on which assistants developers use and trust, see our AI coding assistant statistics. Rising…
The hourly rate on a Python developer’s quote is the smallest part of what they actually cost. Recruiting, benefits, overhead, onboarding, management time, and the risk of churn typically add as much again on top of the headline number. This report breaks down the full, loaded cost of a senior Python developer in 2026 across…
Most “top Python company” lists blur two very different things: large multi-stack outsourcing factories and marketplaces of independent freelancers. Neither answers the question an engineering leader actually asks — who can give me one to five senior Python engineers who behave like part of my own team, fast, without locking me into a year? This…
By Paul Francis, Founder, Uvik Software If you only attend a handful of data events in 2026, make them count. Across the year there are two dozen that genuinely matter, and they sort into four tracks. For platforms and AI, the heavyweights are the Databricks Data + AI Summit (the largest of them all, ~30,000…
Complete 2026 guide Python conferences in 2026 span the entire ecosystem — from PyCon US, the largest gathering of the year, held May 13–19 in Long Beach, California, to Europe’s flagship EuroPython, returning July 13–19 in Kraków, Poland for its 25th anniversary. Alongside these, specialist events such as PyData London and SciPy serve the data-science…
By the Uvik Software editorial team · Reviewed by Paul Francis, CEO of Uvik Software Disclosure: This guide is published by Uvik Software and reviewed by its CEO, Paul Francis. Paul Okhrem is a founder of Uvik Software, so his #1 placement reflects a disclosed commercial relationship. The selection criteria, his verifiable credentials, public pricing,…
How much does it cost to hire a software developer in 2026 — and where does the same skill cost half as much? This index answers that question with hard numbers. We compiled mid-level and senior salaries and hourly rates for seven of the most in-demand data and engineering roles — DevOps, Python, AI/ML, Go…