Senior Nlp Engineer

3 semanas atrás

Lisboa, Lisboa, Portugal Localizationacademy Tempo inteiro

OVERVIEW The artificial intelligence field is evolving rapidly, and machine translation is becoming an essential tool in bridging language barriers across the globe. At TransPerfect, we are at the forefront of this exciting transformation. As part of our Artificial Intelligence team, the Senior NLP Engineer (Senior MT Specialist) will play a vital role in enhancing and advancing our machine translation solutions.
The Senior NLP Engineer (Senior MT Specialist) will work closely with team members to innovate and continuously improve our machine translation offerings, employing cutting-edge technologies and methodologies. This role is key to ensuring that our products meet the highest quality standards, utilizing the right linguistic elements and regional nuances.
DESCRIPTION Engage in multiple projects concerning machine translation and natural language processingCarry out tasks including analysis, design, development, maintenance, and support of complex MT systems and APIsIdentify the optimal solution for different languages and content types: such as large language models (LLMs) when appropriate, or traditional encoder-decoder transformer models where they still work wellEnsure translations adhere to the right terminology, tone, and regional variety of languageTake ownership of the existing codebase, performing bug fixes, implementing patches, and updating models as neededWrite and document code to maintain transparency and facilitate collaboration within the teamParticipate in code reviews and provide input for continuous improvementInvestigate and respond to quality issues by analyzing data and models, applying patches, and retraining when necessaryCurate and continually improve our MT training datasetsStay updated with the latest technologies and integrate them into existing systemsCollaborate with Quality Assurance to create relevant tests and procedures for MT solutionsWork with the Support team to incorporate customer feedback and troubleshoot issuesDrive process enhancements and recommend optimal solutions within the AI teamProvide mentorship and support team members when requiredREQUIRED SKILLS Solid programming abilities with a focus on natural language processing and machine translationProficient in both front-end and back-end technologiesExcellent knowledge of Python and other programming languages related to NLP such as Java or C++Strong database skills, particularly with MongoDB, MySQL, and MariaDBProficiency with Docker, Linux systems, and familiarity with microservices architectureExceptional problem-solving capabilitiesThe ability to quickly learn and apply new technologiesDeep interest in computer systems, NLP, and the latest technological trendsAbility to work independently in dynamic environmentsStrong analytical, written, and verbal communication skillsTeam player with a knack for detail orientation and quality commitmentREQUIRED EXPERIENCE AND QUALIFICATIONS Minimum Bachelor's degree in Computer Science, Data Science, or a related fieldOver 4 years of experience in software or data developmentExtensive knowledge of professional software engineering, machine learning, and best practicesExperience with APIs, database management, and user interface (UI) designDESIRED SKILLS AND EXPERIENCE Enthusiasm for natural language processing, machine translation, and machine learningFull-stack development experienceExperience designing AI-driven solutionsExperience with version control systems and automation tools, such as GIT and JenkinsUnderstanding of regulatory standards like CFR 21 Part 11 and GDPRExperience serving as a technical lead throughout the full software development lifecycle is preferredBackground working in the localization industry is a plusBy applying, I confirm I have read and accept TransPerfect's Privacy Policy: https://www.transperfect.com/about/data-privacy-recruiting.

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