Training Data Contributor

Braun Management provides evidence-backed analysis to help executive teams navigate organizational friction and complex governance structures. We focus on uncovering the structural truths that hinder growth and identifying clear paths for institutional change. About the role As a Training Data Contributor, you will assist in the development of our internal data assets by reviewing and labeling information related to corporate governance and business operations. This part-time, fully remote position is vital for ensuring that the information we use for organizational modeling is accurate and consistent with the high standards of precision our clients expect. You will work with a range of business texts, from meeting minutes to organizational charts, ensuring they are categorized correctly to support our analytical tools. This role offers an opportunity to see the inner workings of corporate structures while contributing to the data systems that inform our consulting advice. What you will do

• Categorize business documentation according to specific taxonomies provided by our consulting team.
• Identify and flag inconsistencies in corporate hierarchy data and decision-making protocols within training sets.
• Annotate text fragments to help identify recurring patterns of organizational friction and administrative bottlenecks.
• Review output from internal models to verify that it aligns with established corporate governance standards.
• Assist in the creation of standardized definitions for various organizational roles and responsibilities.
• Clean and format raw business data into structured formats suitable for analysis.
• Maintain detailed documentation of the labeling process to ensure colleagues can replicate and audit the findings.
• Collaborate with the analytical team to resolve ambiguities in complex corporate records.

What we are looking for

• A strong interest in how large organizations function and how decisions are made within corporate structures.
• Exceptional attention to detail and the ability to spot subtle differences in business terminology.
• Proficiency in reading and writing professional English with a high degree of accuracy.
• Comfort working independently in a fully remote environment while adhering to project timelines.
• Basic familiarity with common office software and a willingness to learn internal data labeling tools.
• A logical approach to problem-solving and the ability to follow complex categorization rules.
• Curiosity about the intersection of organizational theory and structured data.

How we work Braun Management operates as a distributed team where written communication is the primary method of coordination. Because we work remotely, we rely on precise documentation and clear, descriptive writing to keep projects moving forward without the need for frequent meetings. We value silence and focus, allowing our contributors the space to perform deep analytical work without unnecessary interruptions. Accountability here is based on the quality of your output and your ability to meet established markers of accuracy. This environment is best suited for those who appreciate a sober, professional atmosphere where evidence and logic are prioritized over flashy presentations. What we offer

• Competitive hourly pay that is attractive for entry-level contributors in the current market.
• A 100 percent remote work arrangement that allows for a flexible daily schedule.
• Exposure to the structural realities of corporate consulting and organizational restructuring.
• A straightforward work environment focused on clarity and evidence-backed results.
• Practical experience in data classification within a specialized business context.
• Professional development through the study of complex corporate governance systems.

Your work as a Training Data Contributor ensures that the evidence we present to leadership teams is grounded in accurately classified information. By refining the data that informs our models, you help clarify the decision rights and structural issues that affect large institutions. Every entry you review contributes to a more honest and evidence-backed approach to restructuring and corporate governance. This role is fundamental to our goal of providing clients with a clear and written path forward.