Pros
1. Genuine commitment to AI and modernization — Leadership doesn't just talk about AI; they back it with real investment, infrastructure, and the freedom to ship. The "AI first, automation native, metrics led engineering" theme is lived day-to-day, not just slide-deck material. 2. Strong domain depth in natural gas and ETRM — 25+ years in the space means you're surrounded by people who deeply understand the trading, scheduling, risk, and accounting workflows. Rare opportunity to learn a complex domain from veterans. 3. Ownership and autonomy at every level — Product owners, leads, and engineers are trusted to make architectural and product decisions. 4. Healthy mix of legacy and modern stack — You get to work on a mature Delphi/SQL Server platform serving real customers while simultaneously building greenfield AI systems (RAG, knowledge graphs, multi-bot platforms). Few companies offer both. 5. Collaborative, low-ego culture — ~150-person organization that still feels close-knit. Leadership is approachable, cross-functional collaboration is the norm, and good work gets visibility quickly.
Cons
None worth mentioning. Every workplace has tradeoffs, but the growth opportunities, culture, and technical challenges here far outweigh anything minor.