Frequently asked questions

• What is Machine Translation and how common is it in AI job postings?

  Machine Translation is a skill in the "NLP & Language" category. It currently appears in 39 active AI roles across 15 companies in our index.

• Which companies are hiring for Machine Translation?

  The top employers with active AI roles mentioning Machine Translation are: Amazon (19), Uber (4), Cohere (2), Autodesk (2), Apple (2).

• Is demand for Machine Translation growing?

  Over the last 9 weeks, 26 new AI postings mentioned Machine Translation. Demand is rising — up 78% in the last four weeks compared to the earliest four weeks in the window.

• At which stage of AI development is Machine Translation used?

  Roles requiring Machine Translation are concentrated in: agents (44%), post-training (36%), data (8%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

• What skills are commonly paired with Machine Translation?

  Job postings that mention Machine Translation most often also require: Machine Learning, Natural Language Processing, Generative AI, Large Language Models (LLMs), Speech & Audio Processing.