Unverified50% confidenceOpinionExact time
The value of engineers and data scientists is linear, whereas the value of managers should be leveraged.
1
Sources
50%
Confidence
Long-term
Relevance
9/2/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedThere are far more job openings in data analysis and business intelligence than in pure ML roles, with relatively lower entry barriers.68% similarUnverified软件工程师的角色正在向产品经理方向偏移,核心价值转向定义正确意图和验证输出是否符合业务逻辑62% similarUnverified未来测试工程师的核心角色定位是质量负责人,而非单纯的执行者61% similarUnverifiedResearch by Harvard Business Review indicates that data scientists who can effectively convey analytical insights to non-technical audiences have a several-times higher probability of seeing their projects actually adopted and generating business impact.59% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/845812API
curl https://kongchang.com/api/v1/knowledge/claims/845812MCP
get_claim(id=845812)