Practical guidance for employers hiring engineers — from writing effective job descriptions and screening technical candidates to structuring competitive offers and onboarding engineering talent successfully.
Update, October 2026: the energy picture in this June analysis has since reversed. Brent climbed back above $100 a barrel in September, and the EIA’s October Short-Term Energy Outlook expects 2026 retail gasoline to average $3.91 a gallon, up from $3.10 in 2025. The hiring mechanism below still applies, but the cost signal now points … Read more
The director of engineering title is where the salary databases quietly stop working, because the seat sits one rung above the engineers most of those sites are actually pricing. If you want the level above this one, start with our VP of Engineering salary guide. This page is about the director number, and why finance … Read more
Hiring a VP of engineering in 2026 means deciding whether you need the seat at all, budgeting a $180K to $475K base by funding stage, and running a 10 to 16 week search that grades org-building, not raw coding. That one early decision, need the seat or don’t, saves more money than any negotiating tactic … Read more
Palantir Layoffs 2026: Defense AI Engineering Map Palantir is not running mass layoffs in 2026. Revenue grew 93 percent year over year in the second quarter and the company is still hiring. The talent movement that actually matters is the bidding war over its Forward Deployed Engineers, now getting pulled toward Anduril, Anthropic, OpenAI, and … Read more
HubSpot announced a 2026 layoff on October 6: nearly 660 roles, about 7 percent of its workforce, as it reorganizes product teams around customer outcomes and removes management layers. Its previous large cut was January 2023, about 500 people. The engineers coming off HubSpot sort into six skill profiles, and the strongest get absorbed by … Read more
Spotify Layoffs 2026: Audio/Streaming Engineering Map Spotify has not filed a 2026 mass layoff, but an early-2026 podcast cut, the agentic-AI shift toward fewer hands-on coders, and leftover attrition from the 2023 reductions keep pushing senior audio and streaming engineers into the market. Their resumes split into six skill profiles. Apple, Netflix, YouTube Music, Amazon, … Read more
Adobe Layoffs 2026: Creative Software Engineering Map Adobe has not filed a 2026 mass-layoff notice, but rolling PIPs and selective re-orgs across Creative Cloud, Substance 3D, Frame.io, and Document Cloud are pushing 200 to 400 creative software engineers into the open market per quarter. Most resumes split into six skill profiles. Figma, Canva, Runway, Black … Read more
By Robert Ardell Hiring a machine learning engineer in 2026 means picking the production lane first (classical ML, deep learning, or LLM-adjacent fine-tuning), budgeting $160K–$235K mid-level and $230K–$340K senior, and running a four-round loop that tests production debugging, not just whiteboard math. Most clean searches close in five to nine weeks. Robert Ardell here. Twenty … Read more
By Tom Kenaley Computer vision engineers in 2026 cost $145K to $190K mid-level and $200K to $275K senior in the United States. Autonomous-driving perception and medical-imaging FDA specialists clearing $290K to $410K total comp, and most well-scoped searches closing in 4 to 9 weeks. The discipline is six different careers wearing the same job title. … Read more
By Tom Kenaley Robotics engineers in 2026 cost $150K to $205K mid-level and $205K to $300K senior in the United States, with humanoid and foundation-model specialists clearing $280K to $475K total comp and most well-scoped searches closing in 6 to 12 weeks. Six career tracks sit behind that title and they barely overlap on a … Read more
