I worked in a research lab like 30 years ago and it was all on computers. We had loads of generic data collected by someone somewhere and we just looked for patterns to infer sequences. I wrote Java and C++ and got my name on a paper. There were maybe a dozen scientists in the lab and they were all just coders with expertise in one or another field of biology. It was called a "dry lab".