ADCI HYD 16 SEZ
Data Science, Language Engineer, Artificial Intelligence
LanguageEngineer,ArtificialGeneralIntelligence
Neural analysis suggests this role is
optimal for Mid+ candidates.
“Language Engineer, Artificial General Intelligence at ADCI HYD 16 SEZ. Skills: Language Engineering, Data Services, AI Model Training, Data Collection. Design complex data collections with human participants. Author instructions”
Industry & Context.
Analytical skills; Problem solving skills
What They're Looking For.
Must Have
Experience owning and executing language data collection projects, Master's or higher degree in a relevant field, 2+ years experience in computational linguistics or language data processing or AI data creation, Experience with language data annotation systems, Proficient with scripting languages, Experience working with speech, text, and multimodal data in multiple languages
Nice to Have
PhD in Computational Linguistics, Expertise in bootstrapping AI data collections, Practical experience with Machine Learning, Practical knowledge of version control, Practical knowledge of agile development, Practical knowledge of database queries, Practical knowledge of data analysis processes, Able to think creatively, Possess analytical and problem solving skills
What You'll Do.
Design complex data collections with human participants
Define quality targets
Implement quality targets
Provide day-to-day coordination of data collection efforts
Schedule data collection
Report on data collection
Be responsible for final deliverables
Design data creation tasks using synthetic generation
Design data creation tasks using model-based generation
Conduct data creation tasks
Analyze large amounts of data
Extract insights from large amounts of data
Build tools for data analysis
Build tools for data creation
Use modeling tools to bootstrap AI functionalities
Use modeling tools to test AI functionalities
Collaborate with scientists
Collaborate with software engineers
Collaborate with other data creators
Evaluate performance of AI models
How You'll Work.
Team & Collaboration
Cross-functional teams; Product managers; Engineers; Data scientists
Communication Scope
Excellent communication
Process & Methodology
Agile development
Full Job Description
The Amazon Artificial General Intelligence (AGI) Data Services organization is responsible for developing diverse datasets to train and evaluate the Amazon AI models. We are looking for Language Engineers to join our science and engineering team to support the development of complex, multimodal datasets, using a range of approaches including synthetic data generation, model-supported data generation, and human-in-the-loop data collections. You will play a critical role in driving innovation and advancing the state-of-the-art in evaluating and training AI models. You will work closely with cross-functional teams, including product managers, engineers, and data scientists to ensure that our AI systems are best in class. Key job responsibilities - Design complex data collections with human participants in response to science needs: author instructions, define and implement quality targets and mechanisms, provide day-to-day coordination of data collection efforts (including planning, scheduling, and reporting), and be responsible for the final deliverables - Design and conduct complex data creation tasks using synthetic and model-based data generation methods, following state-of-the-art approaches - Analyze and extract insights from large amounts of data - Build tools or tool prototypes for data analysis or data creation, using Python or another scripting language - Use modeling tools to bootstrap or test new AI functionalities - Collaborate with scientists, software engineers, and other data creators to evaluate performance of AI models About the team Amazon strives to be the world’s most customer-centric company, where customers can research and purchase anything they might want online or offline. We set big goals and are looking for people who can help us reach and exceed them. The AGI organization provides AI capabilities for a variety of Amazon products and searches. We provide secure, flexible, cost effective, and high-quality data development services to our cust
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