Tag: Localization Engineers

Edit Distance: Not a Miracle Cure

Edit Distance: Not a Miracle Cure

Reading Time: 1 minute

Edit distance metrics have also been suggested as a means to replace or support BLEU (bilingual evaluation understudy), which is an algorithm for evaluating the quality of text that has been machine-translated from one natural language to another and is used for assessing MT quality – thus support MT engine development. These discussions are not necessarily new; however, edit distances have not become mainstream as of yet. Why? The apparent ease of this solution does in fact hide a lot of complications. Let’s take a closer look.

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Career paths and roles in the localization industry

Career paths and roles in the localization industry

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In general roles in the industry fall into the following categories:


  • Interpreters, translators, editors, language coordinators or reviewers, proofreaders.


  • QA, internationalisation engineers, Loc engineers, solutions architects, technical managers.

Business roles

  • Executive C-Level positions CSO, CEO, COO, CTO, CIO etc.
  • Operations manager/production manager or Group Manager. This can be the same position with any of these titles and typically involves heading up a group of project managers and leads.
  • Project managers – client and vendor side.


  • Business development managers, business development directors, Account Managers,
  • Regional sales Managers
  • Localization Strategist (This is a client side role similar to vendor-side solution architect).
  • Procurement manager – client-side role.
  • Vendor manager and resourcers.
  • Supply chain manager.

Career paths in Localization

In the localization industry there is a natural progression from one role to another, such as:

  • The linguist role can develop into project manager or localization QA. You could also work freelance and develop your own business.
  • Project managers typically move on to senior PM or operations manager, procurement manager, solutions architect or strategist.
  • Vendor manager will progress to HR, recruitment or group HR manager or possibly supply chain director.
  • Localization QA professionals will progress to localization engineer or internationalisation engineer.
  • Operations managers can develop into executive or strategist roles.
  • Sales executive can move on to senior sales executive, sales manager or executive.


Files, Files Everywhere: The Subtle Power of Translation Alignment

Files, Files Everywhere: The Subtle Power of Translation Alignment

Reading Time: 3 minutes

Here’s the basic scenario: you have the translated versions of your documents, but the translation wasn’t performed in a CAT tool and you have to build a translation memory because these documents need to be updated or changed across the languages, you want to retain the existing elements, style and terminology, and you have integrated CAT technology in your processes in the meantime. The solution is a neat piece of language engineering called translation alignment.

Translation alignment is a native feature of most productivity tools for computer-assisted translation, but its application in real life is limited to very specific situations, so even the language professionals rarely have an opportunity to use it. However, these situations do happen once in while and when they do, alignment usually comes as a trusty solution for process optimization. We will take a look at two actual cases to show you what exactly it does.

Example No. 1: A simple case

Project outline:

Three Word documents previously translated to one language, totaling 6000 unweighted words. Two new documents totaling around 2500 words that feature certain elements of the existing files and need to follow the existing style and terminology.

Project execution:

Since the translated documents were properly formatted and there were no layout issues, the alignment process was completed almost instantly. The software was able to segmentize the source files and we matched the translated segments, with some minor tweaking of segmentation. We then built a translation memory from those matched segments and added the new files to the project.

The result:

Thanks to the created translation assets, the final wordcount of the new content was around 1500 and our linguists were able to produce translation in accordance with the previously established style and terminology. The assets were preserved for use on future projects.

Example No.2: An extreme case of multilingual alignment

Project outline:

In one of our projects we had to develop translation assets in four language pairs, totaling roughly 30k words per language. The source materials were expanded with new content totaling about 20k words unweighted and the language assets had to be developed both to retain the existing style and terminology solution and to help the client switch to a new CAT platform.

Project execution:

Unfortunately, there was no workaround for ploughing through dozens of files, but once we organized the materials we could proceed to the alignment phase. Since these files were localized and some parts were even transcreated to match the target cultures, which also included changes in layout and differences in content, we knew that alignment was not going to be fully automated.

This is why native linguists in these languages performed the translation alignment and communicated with the client and the content producer during this phase. While this slowed the process a bit, it ultimately yielded the best results possible.

We then exported the created translation memory in the cross-platform TMXformat that allowed use in different CAT tools and the alignment phase was finished.

The result:

With the TM applied, the weighted volume of new content was around 7k words. Our linguists localized the new materials in accordance with the existing conventions in the new CAT platform and the translation assets were saved for future use.

Wrap up

In both cases, translation alignment enabled us to reduce the volume of the new content for translation and localization and ensure stylistic and lexical consistencywith the previously translated materials. It also provided an additional, real-time quality control and helped our linguists produce a better translation in less time.

Translation alignment is not an everyday operation, but it is good to know that when it is called to deliver the goods, this is exactly what it does.

Reference: https://bit.ly/2p5aYr0