Rollover from workplace pension scheme to SIPP

If I stop working for an employer, can I transfer the funds from the employer’s pension scheme to a SIPP without tax consequences? I think I should be able to because the funds in both schemes are pre-tax. But I am not sure of the mechanics of this.