Turnitin, LLC
Education
SeniorMachineLearningScientist
“Senior Machine Learning Scientist at Turnitin, LLC. Skills: Machine Learning, Deep Learning, Language Models, Software Engineering. Model training and maintenance. Research novel model architectures”
What You'll Achieve.
Deliver cutting-edge, well-engineered Machine Learning systems; Integrate Machine Learning into a broad suite of products; Deliver Machine Learning used by hundreds of thousands of instructors; Ensure the integrity of global education; Meaningfully improve learning outcomes
Industry & Context.
What questions should be asked; What questions can be answered
What They're Looking For.
Must Have
Experience working with text data to build Deep Learning and ML models, Experience with deep learning in other modalities such as vision and speech, Understanding of the math and theory behind machine learning and deep learning, Software engineering background, Machine / Deep Learning development skills, Experiment tracking, Understanding of Language Models, Computer Science background, Fluent in written and spoken English
Nice to Have
Familiarity in coding for at-scale production, Building back-end API services, Building stand-alone libraries, Essential dev-ops skills, Familiarity in building front-ends, Experience with advanced prompting, Fine-tuning or training an LLM, Showcase previous work
What You'll Do.
Model training and maintenance
Research novel model architectures
Determine questions to be asked
Create optimal datasets
Answer questions from raw data
Make trainable datasets
Develop and tune Machine Learning models
and fine-tune Language Models
Stay current in the field
Experiment with new architectures
Optimize models for scaled production
How You'll Work.
Team & Collaboration
Work closely with product and engineering teams; Work with subject matter experts; Communicate insights to peers; Collaborate effectively
Communication Scope
Communicate insights; Explain technological choices
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