[3] A few days before the 2022 Grand Prix of Espoo was scheduled to take place, Emmi Peltonen was forced to withdraw after testing positive for COVID-19.

She went on to deliver a solid free skate, placing seventh in that segment of the competition and finishing tenth overall.

Her top ten placement earned two spots for Finnish women singles skaters for the 2024 European Championships.

Jyrkinen went on to compete at the 2023 Nordic Championships and the 2023 International Challenge Cup, finishing second and twelfth, respectively.

[3] At the 2023 World Championships in Saitama, Japan, Jyrkinen managed to qualify for the free skate segment of the competition after placing twenty-first in the short program.

[3] Jyrkinen struggled with a growth spurt during the season, which caused issues with her skating technique, and unspecified difficulties with her situation in Lappeenranta; she considered quitting the sport but continued with the support of people close to her.

Selected as a host pick at the 2024 Finlandia Trophy, Jyrkinen finished the event in tenth place.