Methods and apparatus for the rapid and parallel synthesis of optoelectronic cell devices and for the high-throughput screening of such devices for useful properties are disclosed. The methods comprise the parallel synthesis of arrays of optoelectronic devices fabricated within an addressable sample-holding matrix. Each optoelectronic device is created and tested within an addressable sample-holder in the fabrication device.