There's an old trick with non-digitising scopes.
Almost all DSOs fail when making tangential noise measurements at this step:
or a DSO that emulates an analog scopeThe ones which could work produce a density modulated display like a sampling oscilloscope. But that is acceptable because there are two alternative ways to make the measurement on a DSO:
1. The standard deviation is equal to the RMS noise. Just beware that some DSOs calculate this incorrectly on noise. (1) See Dave's video about RMS measurements on DSOs.
2. It may be possible to use the FFT function directly however without a noise marker function, interpreting the results may be difficult.
https://www.edn.com/dsos-and-noise/(1) I think the problem here is calculating the standard deviation on the processed and interpolated display record instead of the acquisition or processing record.
1. What's the noise floor of your oscilloscope? Is it measurably lower than noise from the opamp?
That part can be a real problem even with amplification because oscilloscopes, especially modern ones, tend to have very high input noise simply because of device physics and optimizing for highest unlocked bandwidth. Old oscilloscopes used lower noise JFET input stages which were just fast enough to meet the input bandwidth requirements and this resulted in devices which were close to optimal for noise.
The easy place to start is watch to see if the displayed noise level increases when the amplifier is connected. If it does not increase by several times, then the oscilloscope's input noise is too high.
Magic did the calculation up to 14 nV/SqrtHz. Continuing, 14 nV/SqrtHz * Sqrt(17 kHz) = 1.82uV RMS * 1.6 Shape Factor = 3uV RMS * gain of 100 = 3mV RMS output noise.
The oscilloscope input noise is very unlikely to be better than 14nV/SqrtHz (2) so with an input bandwidth of 20 MHz and shape factor of 1.6, 100uV RMS. So the measurement should be possible even if the oscilloscope input noise is several times higher but double check as I discussed above because I have seen some modern DSOs which were much worse than this.
(2) Some of my old 100 MHz analog oscilloscopes are a little bit better than this.
The scope may not have exactly 20MHz bandwidth if sampling rate is reduced due to long acquisition time and limited sample memory depth.
Sample rate should have no effect unless processing is done during decimation to improve resolution. The DSO will happily return full input bandwidth, or the 20 MHz bandwidth from the analog input filter in this case, even if it violates Nyquist which means that the noise above Nyquist is aliased into the displayed lower frequencies. The sample rate could be 100 kSamples/second and the input noise would still be calculated using the 20 MHz input bandwidth. RF sampling voltmeters take advantage of this to make measurements into the GHz range with sample rates of 10s of kHz.