A certain prominent genealogical DNA-testing organisation claims to have discovered a Pictish DNA marker and they will test you for Pictishness if you cross their palms with enough silver. I once read a very detailed rebuttal of this claim online, but it seems to have been pulled as I can no longer find it. I know that the managing director of the company in question threatened to sue anyone who criticised his company and its methods, and that's why I'm choosing my words with great care.
On the other hand, let's not dismiss the Picts out of hand. The conventional wisdom among pre-historians now seems to be that they were simply the indigenous inhabitants of Scotland north of the Forth-Clyde line, and it's unlikely that they all conveniently sailed away into the west like the elves in "Lord of the Rings" when the Scots invaded from the west and the Angles from the south. Similarly, I don't think anyone nowadays believes that the Angles and Saxons completely replaced the Celtic Britons all over England. Clearly the Picts lost their language and along with it, their separate identity, but genetic genealogists like Brian Sykes and Stephen Oppenheimer of Oxford University have identified subtle differences between the R1b "Celtic" haplotypes found in the west of Scotland ("Dalriadic") and the east and north-east, former Caledonia or Pictland.
I had my DNA tested by FTDNA, the 67-marker test, and am R1b1a2a1a1b4, the common as muck Scottish norm. I get regular updates when they find a new match for me, and I have sometimes noticed that I have several matches with the same surname, a sure sign that there is a DNA One-Name project that these people have signed up to. A while ago I noticed that I was matching several people called Matheson, a name that appears nowhere in my family-tree, so I went looking for the Matheson project online. When I found it and checked their results, I discovered that my own results most closely matched those that the project director had put in a sub-section entitled "R1b - Pict". This made sense, as I was brought up in the village in Fife where my father's family has certainly lived since at least the time of the earliest parish records in 1577, and probably for much longer. And Fife was of course part of Pictland.
Harry