Amazon announced it will cut nearly 2,200 roles in Washington state as part of its latest round of corporate restructuring. More than half of the affected positions are in core product and engineering teams, including software development, engineering management, program management and technical product roles. The move follows a broader reduction of over 30,000 corporate jobs since October and reflects the company’s push to streamline its engineering workforce while reallocating resources toward AI and machine-learning initiatives.

Analysts expect Amazon to report fourth-quarter sales exceeding $200 billion, driven by continued growth in e-commerce and a record backlog for AWS infrastructure services. Despite top-line momentum, earnings per share are projected to rise by just 4.5 percent year-over-year, reflecting elevated R&D and capital expenditures tied to AI data centers. Consensus forecasts call for full-year revenue growth of 12 percent and EPS growth near 29 percent, but Wall Street remains cautious about valuation multiples on enterprise value-to-sales and price-to-free-cash-flow metrics sitting at or above historical averages.

Investors are scrutinizing Amazon’s heavy AI capital spending amid concerns it could compress margins in the near term. The company plans to add more than 1 gigawatt of new data-center capacity in Q4 and recently committed several billion dollars to OpenAI partnerships. At the same time, AWS continues to outpace overall cloud-market growth, with revenue expected to expand by over 25 percent in the quarter. Management’s emphasis on automation, AI-driven operational efficiencies and targeted workforce reductions is viewed as a strategic pivot to higher-margin cloud and advertising businesses, but the timing of margin inflection remains a key variable for the stock’s trajectory.