Our newest research evaluations how main firms construct and maintain workplaces for knowledge scientists, increasing on final 12 months’s complete analysis.
This report marks the seventh annual version of AIM’s “50 Greatest Corporations for Knowledge Scientists to Work For”.
The research evaluates firms by means of an employee-centric lens. Following final 12 months’s expanded scope, AIM carried out a large-scale survey throughout India to map how employers allow knowledge scientists to do their finest work.
For earlier 12 months’s rankings: 2021 | 2022 | 2023 | 2024
High Traits:
1. Certification as a Profession Milestone: 89% of prime companies offers certification alternatives. They fund preparation and examination charges, align credentials to the core tech stack and engineering practices, and schedule certification alongside reside initiatives so new expertise are utilized instantly.
2. Sturdy Analytics Output and Engagement: High companies boast a 50% development in analytics capabilities, reflecting sturdy worker engagement and productiveness. Continued funding in expertise is predicted to reinforce these metrics additional.
3. Progressing Towards Wholesome Attrition: Throughout group, common attrition stands at 12%, reflecting lively retention efforts and progress towards a wholesome stage.
4. Rising Common Tenure: 4-year common tenure indicators a mature core with renewal through onboarding, playbooks, rotating possession, clear development, and alumni returns.
5. 3600 Suggestions: Round 80% of prime firms run 3600 suggestions as a normal observe to drive growth and enhance supervisor effectiveness.
6. Recognition Momentum: Most prime organizations acknowledge workers about eight instances a 12 months, sustaining engagement and reinforcing efficiency.
7. Bodily and Psychological Wellness: 90% of prime firms prioritize worker bodily and psychological wellness with structured packages and assist.
Rankings 2025

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