Executive Summary
At ML6, equity is embedded into how we hire, grow, and reward talent. From our transparent “Salary House” to structured career development and performance reviews, we aim to eliminate bias and create equal opportunities for all employees. This article explores how salary transparency, inclusive policies, and continuous benchmarking contribute to fair pay, employee satisfaction, and long-term retention in AI and tech companies. In a rapidly evolving AI landscape, organizations that prioritize diversity, equity, and inclusion (DEI) are not only fostering stronger workplace cultures but also achieving better business outcomes.
At ML6, our mission is to drive innovation with AI, but just as crucial is our commitment to building an internal culture that is equal, transparent, and fosters real growth for everyone. For us, equity is integrated from our salary structure to our approach to career development.
This approach aligns with broader industry insights. According to McKinsey & Company, companies in the top quartile for gender diversity are 30% more likely to outperform financially.
Pay transparency and equal pay are increasingly recognized as critical drivers of employee satisfaction, retention, and trust in tech organizations.
Fair pay is the foundation here. To ensure our rewards remain fair and impactful, we regularly benchmark our salaries in collaboration with Ravio in the broader IT and consultancy industry. This allows us to position ourselves competitively and ensure we pay people fairly according to their level.
We are committed to strengthening our offer through these regular benchmarks, ensuring that being an ML6 agent remains both professionally and financially rewarding.
Research shows that organizations implementing transparent pay structures can significantly reduce pay gaps and improve employee engagement. According to Harvard Business Review, transparent compensation systems can reduce gender pay gaps and improve trust across teams.
In addition, employees who feel fairly compensated and understand how their salary is determined are more likely to stay and grow within an organization, directly impacting long-term retention strategies and overall employee experience.Inside ML6’s Salary House: A Transparent Approach to Pay Equity
One of the most concrete ways we demonstrate our commitment to fairness is through our transparent salary framework or how we like to call it our ‘Salary House’.
In this framework, we have different scope groups where people are mapped in during the evaluation in the recruitment process, based on the impact they will make in the company, skillset and their experience.
Besides that every ML6 agent has visibility to all scope groups per unit. This ensures everyone understands their current level, responsibilities and potential career trajectory. Different stakeholders are involved during the evaluation during the recruitment process, making sure that this mapping is an objective outcome and where we do not take someone’s ‘negotiation skills’ into account.
This structured approach to salary transparency supports workplace equity, reduces unconscious bias, and strengthens trust across teams, contributing to a more inclusive company culture.
True equity goes beyond fair pay—it means everyone has equal access to opportunities. At ML6, this commitment translates into providing everyone with challenging projects that enhance their skills, as well as unique growth milestones such as speaking opportunities at internal and external events and access to our tailored training tracks.
We do recognize that every individual's journey is shaped by different realities, including background and personal needs. To support this diversity and ensure everyone can seize these opportunities, our entire structure is designed around flexibility.
To ensure people can thrive both professionally and personally, we accommodate varying personal needs. A great example is our young parents at ML6: we offer them the flexibility they need, such as flexible working hours, to seamlessly combine their careers with their family lives.
This investment in our people is vital: research from Gallup shows that employees who strongly agree they have opportunities to learn and grow are 3.5 times more likely to be engaged at work.
Building on this engagement, a culture of equity also relies on clear, honest conversations about career growth. At ML6, we don’t want our people to guess where they stand; we want to build a long-term commitment with every employee. To make this happen, we use a standardized framework in which the skills, experience, and impact required at each level are clearly outlined. This provides a tangible roadmap and a clear perspective on what is needed to reach the next step.
Crucially, this roadmap is designed around your strengths, not a rigid ladder. For instance, when our engineers reach a senior level, they have the flexibility to choose their path: they can transition into a people-oriented role, such as a Team Lead, or excel on an expert track as an Individual Contributor (such as Principal) to deepen their technical leadership. Everyone is empowered to grow based on the unique value they bring to the organization.
To support this continuous growth, we invest deeply in our people through a consistent cycle of feedback. This path is mapped out during monthly coaching sessions and formalized in yearly growth evaluations. Rather than a top-down judgment, these structured conversations provide transparent insights into performance, helping employees navigate their long-term career paths with confidence.
To ensure these evaluations are truly equitable, we lean into a 360-degree feedback approach that captures diverse perspectives from team leads, peers, and the employees themselves through structured preparation. These insights are then reviewed based on the four-eyes principle, meaning every conclusion is independently checked by a second peer. This collaborative, multi-layered approach eliminates the bias of 'the loudest voice in the room,' ensuring balanced, fair, and objective outcomes for everyone.
However, we need to remain mindful of the industry-wide challenges. We recognize that the drop-off of women in executive positions is often striking (Ravio, 2026).
Globally, women hold only around 30% of roles in tech/AI, highlighting a persistent gap in representation.
At ML6, we are proud to have a strong representation of women in leadership positions, including squad leads, unit coaches, and sales directors, actively countering this industry trend. However, we recognize that equity requires continuous effort. We see a clear area for further growth and commitment in encouraging women in engineering roles as they progress to more senior and technical leadership roles, for example, establish partnerships with organizations focused on bringing together women in tech, create equal opportunities within our organization, and also encourage them to take it and provide mentorship to guide them in their careers.
To conclude, equity at ML6 is a continuous commitment. It's about transparency in pay, active work on representation, providing operational flexibility, constantly thinking critically about our own system, and offering a clear, realistic pathway for growth for all our agents.
We believe this comprehensive approach is how we truly build an equitable future in AI, together.
Read more on our ‘offer you cannot refuse’: https://jobs.ml6.eu/pages/reward-philosophy