A computational linguist is responsible for designing and building machines that process human language and perform tasks such as speech recognition, machine translation, grammar checking, and so on. What does a computational linguist do?
What is computational linguistics?
Computational linguistics is a branch of linguistics that deals with the Analysis and computational modeling of natural language.
This interdisciplinary field of study requires expertise in machine learning, artificial intelligence, programming, deep learning, cognitive computing and linguistics.
Role overview – computational linguist
Linguistically competent computers make our interaction with machines and software of all kinds considerably easier and also make text and other resources of the Internet easily available in several languages.
What are the tasks of a computational linguist?
As mentioned above, computational linguists develop and construct computers that deal with human language. They build systems that can perform tasks such as speech recognition, text mining and other “big data” applications, as well as create and correct data for language modeling.
These linguists Creating, testing and improving language models and also evaluate, evaluate and monitor voice data in order to improve software quality. They review the tests and identify possible fixes.
Tasks of a computational linguist
Some computational linguists are also responsible for creating, updating, and reviewing phonetic transcriptions for language dictionaries, while others need to create systems to extract content from databases.
You will develop and maintain tools to support linguistic tasks, write scripts to convert data into internal models and implement algorithms and associated software on hardware platforms.
Computational linguist tasks:
- Develop and construct computers that handle human language
- Build systems that can perform tasks such as speech recognition and text mining
- Create and correct data for language modeling
- Build, test, and improve language models
- Rate, evaluate and monitor voice data to improve software quality
- Review tests
- Identify possible fixes
- Create, update and review phonetic transcriptions for language dictionaries
- Build systems to extract content from databases
- Development and maintenance of tools to support language tasks
- Write scripts to turn data into internal models
- Implementation of algorithms and related software on hardware platforms
What skills does a computational linguist have?
Computational linguists have extensive experience handling large amounts of natural language data and natural language processing (NLP) Algorithms and tools.
You have knowledge of structural aspects of the language such as syntax, semantics and phonetics and have experience with programming languages such as C ++ and Java. You are familiar with object-oriented analysis and construction and have experience in ASR (Automatic speech recognition) and TTS (Text to speech).
Computational Linguist Skills
Computational linguists have strong math skills and are familiar with embedded system hardware. They also have knowledge of information gathering and experience with one or more version control systems.
You are able to analyze complex problems, have excellent interpersonal and communication skills and are able to concentrate over long periods of time.
Computational Linguist Skills:
- Extensive experience in handling large amounts of natural language data
- Knowledge of the algorithms and tools of Natural Language Processing (NLP)
- Knowledge of structural aspects of language such as syntax, semantics and phonetics
- Experience with programming languages such as C ++ and Java
- Familiarity with object-oriented analysis and design
- Experience in ASR and TTS
- Excellent math skills
- Familiarity with embedded system hardware
- Knowledge of obtaining information
- Experience with one or more version control systems
- Ability to analyze complex problems
- Excellent interpersonal and communication skills
- Ability to concentrate over a long period of time
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How do I become a computational linguist?
To work as a computational linguist, you must at least a Bachelor degree. That has to be inside Computational linguistics, language technologies, computer science or a related subject. Some employers may also require you to have a Masters degree.
You can also increase your chances of getting employment by Online courses and obtaining certifications. Check out the options for these below:
How much can I earn as a computational linguist?
How much you earn depends on your personal qualifications and the specific tasks of the job. Linguists who are just starting out can expect to earn roughly $ 54,000 per year, while people in higher positions up to $ 106,000 per year. The average salary is according to Payscale $ 80,000.
In Germany the salary range is between 40,000 and 63,000 euros, in Great Britain between 27,000 and 32,000 pounds.
Salary of a freelance computational linguist:
According to Zip Recruiter, the average hourly rate for a computational linguist is $ 46 per hour. For an 8-hour working day, linguists can use up to $ 368 each Day.
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