How External Engagement Shapes AI Culture in India’s Leading Firms
Many companies have learned how to use AI tools and run small test projects. However, fewer are successfully addressing the
When your data infrastructure works, so does your business.Through an independent survey and detailed investigation of workplace culture, companies can earn the prestigious “Best Firm for Data Engineers” certification that attests to them helping the technicians who design, grow, and maintain the systems the rest of the world relies on.
This globally recognized badge sets organizations apart, attracts world-class engineering talent, and accents a culture of clean data, scalable systems, and strong collaboration.
In-Depth Survey
Employees complete a detailed workplace culture survey.
Team-Focused Insights
Tailored specifically for data & analytics teams.
Quick & Easy
Surveys completed seamlessly within 2–3 weeks.
Culture Snapshot
Provide insights into your unique workplace practices.
Highlight Initiatives
Showcase diversity, innovation, and employee programs.
Demonstrate Excellence
Articulate why your workplace is exceptional.
Earn Your Badge
Secure certification if 70%+ employees rate you positively.
Amplify Your Brand
Leverage your exclusive “Best Firm” digital toolkit and badge.
Celebrate Success
Use co-branded swag and promotional tools to boost visibility.
Data engineers are the silent builders of digital transformations. Getting recognized as a “Best Firm for Data Engineers” announces to the world you have rock-solid fundamentals where scalable infrastructure and empowered individuals go together. It is no mere badge of honor instead, it is the confirmation of backend brilliance with a culture of trust, recognition, and development.
This certification gives you an edge in recruiting, retaining, and reputation. Make the best engineers think they belong with you.
Our Annual report that ranks firms based on how well suited a company’s policies are for their employees.
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Many companies have learned how to use AI tools and run small test projects. However, fewer are successfully addressing the
AI teams solve real business problems and drive significant changes for their companies. They work fast, stay focused, and know
“At least 50% of the code you write right now should be done by AI; vibe coding experience is non-negotiable,”
“263 institutions have been supported with world-class Electronic Design Automation tools.”
The Best Firm Certification is a prestigious recognition program designed to acknowledge and celebrate excellence in AI and tech workplaces. It enables organizations to delve into their employees’ perceptions, uncover actionable insights, and gain distinguished acclaim for fostering an exceptional company culture. This certification is awarded to companies that excel in creating a supportive and innovative environment for their employees, particularly data scientists and women in tech.
Companies interested in applying for the Best Firm Certification can submit their application through the designated “Submit Application” section on the certification webpage. The application process involves providing detailed information about your company’s culture, practices, and policies that support data scientists, women in tech, and overall employee engagement and innovation. Following the submission, there might be a review process involving surveys and assessments to evaluate your company’s eligibility for the certification.
Becoming a Best Firm Certified company brings numerous benefits, including the ability to attract top talent by showcasing your commitment to fostering a great company culture. It increases brand awareness and loyalty among both employees and customers, improving retention rates and boosting business goals. The certification also positions your company as a leader in tech and AI, highlighting your dedication to innovation and diversity in the workplace.
Top brands such as Rakuten, Diggibyte Technologies, Wipro, MiQ, Hansa Cequity, and Loyalytics.ai have been certified as Best Firms for their exceptional workplace culture. These companies have been recognized for their outstanding contributions to data science, diversity, and inclusion, demonstrating their commitment to providing excellent environments for their employees to thrive.
The certification process involves a comprehensive evaluation of a company’s workplace culture and policies. This includes surveys of data scientists or prospective employees to gather insights into the company’s environment and practices. The aim is to uncover areas where the company excels and identify opportunities for further improvement. Companies that meet the high standards set by the certification body are then awarded the Best Firm Certification, recognizing their excellence in creating a supportive and innovative workplace.