Gary Shedlin
Analyst · Citi
So, Bill, to your first part of your question on G&A, so, yes higher year-over-year G&A and frankly also sequential G&A was driven by a number of, what we would consider, manageable core decisions that we’re obviously very conscious, like technology, data, M&P, obviously, some occupancy as our headcount is growing. And the higher annual G&A expense, which was up about 12% clearly reflected, a, as we've talked about, a specific goal of ours of continuing to invest in core technology and data. The annual, the year-over-year, the sequential, all three frankly also reflect the impact of a number of one-off items. We tried to highlight some of those, professional fees were higher related to a bunch of things. We had M&A activity during the year. We had Brexit planning. We have MiFID II planning. We have a bunch of stuff that was done in the fourth quarter in anticipation of tax reform as well as a number of other things that just kind of hit FX re-measurement expense. We also saw some increased contingent payments associated with some prior deals. And as we've talked about before, we need to mark-to-market ongoing contingent payments. And so in some respects, as those expenses go up, those are good things because it means that those contingent payments are more in the money because of the fact that those deals are doing that way. That being said, our level of G&A spend has basically remained pretty much constant over the last five years and that's notwithstanding the fact that we've built and leveraged our scale. We've obviously done a number of deals as well over that period of time. I think, the important thing that we're trying to convey here is that, you can't just look at G&A without looking at the overall discretionary expense base and there is obviously an interplay between our G&A expense and our compensation expense. As we're investing more in data and technology, we continue to change the composition of our employee base and you're actually seeing comp to revenue come down. So while we will continue to focus on managing the entire expense base, as we stated, we would expect 2018 G&A to creep up a little bit, but we would also expect comp to revenue to decline and we don't think any of that will basically impact the unstable markets, the upward bias in our overall margin.