**Experienced Full Stack Data Linguist – AI Data Preparation and NLP Expert**
At arenaflex, we're on a mission to revolutionize the way we interact with language and AI. As a key member of our computer-based intelligence Information Group, you'll play a vital role in shaping the future of human language understanding and natural language processing. We're seeking an experienced Full Stack Data Linguist to join our team and contribute to the development of top-notch language data and AI models.
**About arenaflex**
arenaflex is a leading provider of cloud-based AI services, and our computer-based intelligence Information Group is at the forefront of language data preparation and NLP innovation. We're committed to creating a diverse and inclusive work environment that fosters collaboration, creativity, and growth. Our team is passionate about pushing the boundaries of language understanding and developing AI solutions that drive positive results.
**Job Summary**
As a Full Stack Data Linguist, you'll be responsible for preparing high-quality language data for our AI models, including LLMs. You'll work closely with Language Designers to create information indexes for model preparation, benchmarking, and assessment. Your expertise in language data analysis, NLP, and AI will be essential in driving the development of our language services and ensuring the best possible performance of our AI models.
**Key Responsibilities**
* Develop a comprehensive understanding of data collection and annotation rules and tools
* Annotate high-quality language data precisely within deadlines, adhering to guidelines
* Participate in data creation, collection, and quality assurance tasks
* Conduct in-depth analysis of data to identify subjective error patterns
* Handle special data collection and analysis requests for various NLP/NLU applications
* Collaborate with other ML Data Linguists to resolve data ambiguities and annotation conflicts
* Provide input to Language Designers on annotation rules, tooling, and processes to drive improvements
* Independently investigate and resolve issues, and implement solutions
* Contribute to process improvements to reduce handling time and increase asset yield
* Develop a variety of language resources essential for model improvement, such as datasets for training and assessment
**About the Team**
Our computer-based intelligence Information Group at arenaflex is responsible for delivering top-notch annotated data and language resources to ensure the best possible performance of our AI language services. These ML-based language services empower clients to quickly add intelligence to their business operations and AI applications, driving positive results.
**Essential Capabilities**
* Bachelor's degree in Linguistics, Communication, Cognitive Science, or a related field, with a foundation in phonetics, semantics, pragmatics, discourse analysis, and speech analysis
* At least six months of experience in NLP annotation and various types of data markup
* Native or near-native proficiency in English (US) (CEFR C1 or above)
* Excellent communication, strong organizational skills with a keen eye for detail
* Willingness to work in a fast-paced, highly collaborative, and dynamic environment
* Ability to handle multiple tasks simultaneously and adapt to re-prioritization as needed
**Preferred Capabilities**
* Ability to quickly learn new rules, technical concepts, and programming tools
* Experience with command-line interfaces and basic Unix commands
* Knowledge of common text processing tools
* Working knowledge of various file formats and markup languages (e.g., JSON, XML, HTML)
* Knowledge of clinical domain terminology or experience working in a clinical or healthcare setting
* Enthusiasm for language, semantics, human language technology, and AI
* Basic to intermediate programming skills in at least one of the common programming languages (Python, HTML, JavaScript)
**Work-Life Balance and Career Growth**
At arenaflex, we value work-life balance and offer flexibility in working hours. We believe that finding harmony between your personal and professional life is essential to long-term happiness and fulfillment. Our team is committed to supporting your career growth and development, with opportunities for mentorship, training, and professional development.
**Compensation and Benefits**
arenaflex offers a competitive salary range of $35-$45 per year, as well as a comprehensive benefits package, including health insurance, retirement plans, and paid time off. We're an equal opportunity employer and welcome applications from diverse candidates.
**How to Apply**
If you're passionate about language, AI, and data preparation, and are looking for a challenging and rewarding role, please submit your application through our website. We can't wait to hear from you!
Apply Now!
**About arenaflex**
arenaflex is a leading provider of cloud-based AI services, and our computer-based intelligence Information Group is at the forefront of language data preparation and NLP innovation. We're committed to creating a diverse and inclusive work environment that fosters collaboration, creativity, and growth. Our team is passionate about pushing the boundaries of language understanding and developing AI solutions that drive positive results.
**Job Summary**
As a Full Stack Data Linguist, you'll be responsible for preparing high-quality language data for our AI models, including LLMs. You'll work closely with Language Designers to create information indexes for model preparation, benchmarking, and assessment. Your expertise in language data analysis, NLP, and AI will be essential in driving the development of our language services and ensuring the best possible performance of our AI models.
**Key Responsibilities**
* Develop a comprehensive understanding of data collection and annotation rules and tools
* Annotate high-quality language data precisely within deadlines, adhering to guidelines
* Participate in data creation, collection, and quality assurance tasks
* Conduct in-depth analysis of data to identify subjective error patterns
* Handle special data collection and analysis requests for various NLP/NLU applications
* Collaborate with other ML Data Linguists to resolve data ambiguities and annotation conflicts
* Provide input to Language Designers on annotation rules, tooling, and processes to drive improvements
* Independently investigate and resolve issues, and implement solutions
* Contribute to process improvements to reduce handling time and increase asset yield
* Develop a variety of language resources essential for model improvement, such as datasets for training and assessment
**About the Team**
Our computer-based intelligence Information Group at arenaflex is responsible for delivering top-notch annotated data and language resources to ensure the best possible performance of our AI language services. These ML-based language services empower clients to quickly add intelligence to their business operations and AI applications, driving positive results.
**Essential Capabilities**
* Bachelor's degree in Linguistics, Communication, Cognitive Science, or a related field, with a foundation in phonetics, semantics, pragmatics, discourse analysis, and speech analysis
* At least six months of experience in NLP annotation and various types of data markup
* Native or near-native proficiency in English (US) (CEFR C1 or above)
* Excellent communication, strong organizational skills with a keen eye for detail
* Willingness to work in a fast-paced, highly collaborative, and dynamic environment
* Ability to handle multiple tasks simultaneously and adapt to re-prioritization as needed
**Preferred Capabilities**
* Ability to quickly learn new rules, technical concepts, and programming tools
* Experience with command-line interfaces and basic Unix commands
* Knowledge of common text processing tools
* Working knowledge of various file formats and markup languages (e.g., JSON, XML, HTML)
* Knowledge of clinical domain terminology or experience working in a clinical or healthcare setting
* Enthusiasm for language, semantics, human language technology, and AI
* Basic to intermediate programming skills in at least one of the common programming languages (Python, HTML, JavaScript)
**Work-Life Balance and Career Growth**
At arenaflex, we value work-life balance and offer flexibility in working hours. We believe that finding harmony between your personal and professional life is essential to long-term happiness and fulfillment. Our team is committed to supporting your career growth and development, with opportunities for mentorship, training, and professional development.
**Compensation and Benefits**
arenaflex offers a competitive salary range of $35-$45 per year, as well as a comprehensive benefits package, including health insurance, retirement plans, and paid time off. We're an equal opportunity employer and welcome applications from diverse candidates.
**How to Apply**
If you're passionate about language, AI, and data preparation, and are looking for a challenging and rewarding role, please submit your application through our website. We can't wait to hear from you!
Apply Now!