NatureMetrics offers genuine early-career entry points through graduate science and finance roles, plus at least one entry-level commercial role, but evidence of a consistent junior intake across teams is uneven. Candidate interview feedback includes serious complaints about delays and respect, which drags down fairness, while pay transparency and benefits look stronger where graduate roles publish ranges.