ADCI
Data Science, Science, alexa and amazon devices
DataScientist-II,AlexaSensitiveContentIntelligence
Neural analysis suggests this role is
optimal for Mid candidates.
“Data Scientist - II, Alexa Sensitive Content Intelligence at ADCI. Skills: Responsible AI, Generative AI, LLMs. Analyze processes for collecting LLM inputs. Analyze processes for annotating LLM outputs”
Industry & Context.
Error analysis; Deviation analysis
What They're Looking For.
Must Have
3+ years of data scientist experience, 3+ years of data querying languages experience, 3+ years of scripting languages experience, 3+ years of statistical/mathematical software experience, 3+ years of machine learning/statistical modeling experience, Experience applying theoretical models, Experience with big data processing
Nice to Have
Experience in Python, Experience in Perl, Experience diving into data, Experience conducting error/deviation analysis
What You'll Do.
Analyze processes for collecting LLM inputs
Analyze processes for annotating LLM outputs
Automate processes for collecting LLM inputs
Automate processes for annotating LLM outputs
Apply Generative AI techniques
Analyze data representation
Run experiments to gauge interactions
Design strategies for data optimization
Implement strategies for data optimization
Improve existing models
Extend existing models
Run experiments to test proposals
Improve sensitive content detection
Improve sensitive content mitigation
Discuss model development
Discuss solution implementation
Contribute to improving solutions
How You'll Work.
Team & Collaboration
Partner teams; Other data scientists; Applied scientists; Engineering; PMs; Data annotators
Full Job Description
Alexa+ is Amazon’s next-generation, AI-powered virtual assistant. Building on the original Alexa, it uses generative AI to deliver a more conversational, personalised, and effective experience. Alexa Sensitive Content Intelligence (ASCI) team is developing responsible AI (RAI) solutions for Alexa+, empowering it to provide useful information responsibly. The Mission Build AI safety systems that protect millions of Alexa customers every day. As conversational AI evolves, you'll solve challenging problems in Responsible AI by ensuring LLMs provide safe, trustworthy responses, building AI systems that understand nuanced human values across cultures, and maintaining customer trust at scale. We are looking for a passionate, talented, and inventive Data Scientist-II to help build industry-leading technology with Large Language Models (LLMs) and multimodal systems, requiring good learning and generative models knowledge. You will be working with a team of exceptional Data Scientists working in a hybrid, fast-paced organization where scientists, engineers, and product managers work together to build customer facing experiences. You will collaborate with other data scientists while understanding the role data plays in developing data sets and exemplars that meet customer needs. You will analyze and automate processes for collecting and annotating LLM inputs and outputs to assess data quality and measurement. You will apply state-of-the-art Generative AI techniques to analyze how well our data represents human language and run experiments to gauge downstream interactions. You will work collaboratively with other data scientists and applied scientists to design and implement principled strategies for data optimization. Key job responsibilities A Data Scientist-II should have a reasonably good understanding of NLP models (e.g. LSTM, LLMs, other transformer based models) or CV models (e.g. CNN, AlexNet, ResNet, GANs, ViT) and know of ways to improve their performance using data.
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