Machine Translation Post-Editing (MTPE)

Turn Machine Output Into Professional Translation, the Right Way

Machine translation is not replacing translators, it is reshaping their work. The fastest-growing service in the industry is Machine Translation Post-Editing (MTPE), and clients increasingly expect it to be done to recognized standards. This course makes you a confident, standards-aware post-editor for the English <> Arabic pair.

You will learn the full professional MTPE workflow, including:

• How modern MT systems produce errors and where Arabic output typically breaks
• The crucial difference between light and full post-editing, and when each is appropriate
• Quality levels and client expectations, framed by ISO 17100 (translation services) and ISO 18587 (post-editing of MT)
• Efficient editing technique: what to fix, what to leave, and how to avoid over-editing
• Measuring effort and pricing MTPE work fairly
• Maintaining accuracy, terminology, and register while working at speed

A central theme is productivity without quality loss. Many translators either distrust MT entirely or accept it too readily, and both cost money. You will learn to read raw output critically, decide the right level of intervention, and deliver consistent quality faster than traditional translation allows.

Special attention goes to the Arabic-specific challenges of MTPE: morphology, agreement, diacritics, and the subtle meaning shifts that machines miss. By aligning your practice with international standards, you will be able to take on MTPE work professionally and price it with confidence.

Adapt to where the industry is going and make machine translation work for you, not against you.