The Hammers currently sit in 15th position in the top flight and, having spent a fair amount of cash in the summer. have taken a disappointing seven points from their seven top flight games this season.
The Clarets, meanwhile, are punching well above their weight and are in sixth place after claiming 12 points from their opening seven matches, a 3-2 win over champions Chelsea at Stamford Bridge the highlight.
But Slaven Bilic will be hoping for a second consecutive victory after his side's fairly unimpressive start to their campaign.
In their last meeting, West Ham recorded a 2-1 win over the Clarets, and they will be hoping for a repeat this time around.
But who should Bilic include in his starting XI? Our unique algorithm has predicted the Hammers side it believes is most likely to start, but you can also give it a go yourself.
Just click ‘create your own’ on the lineup at the top of the page and pick the XI players you would choose, and you can also see their stats per 90 minutes once you’ve picked them.
When you’re happy with your team, press confirm and you’ll be able to share it with your friends via social media.