If you’re launching multiple jobs at once or using distributed parallelism (either via the Distributed stdlib or MPI), you might be hitting race conditions. Our solution has been to run:
julia --project -e 'using Pkg; Pkg.instantiate(); Pkg.precompile()'
before launching any jobs.