Required Applied Algorithmic Researcher
Job Description Summary:
As an NLP Specialist you will work in the CTO group and be responsible for tasks across all of the applied algorithmic research aspects of allowing us to support autonomous coding for a medical subspecialty.
Responsibilities
Providing high coverage and fidelity autonomous coding for your assigned medical specialty. This includes, of course:
Data acquisition
Interaction with domain experts including
Annotation team(s)
Auditors
Interacting with:
Product Managers
Peer researchers
Research engineering
Data cleaning
Coding consistency
Synthetic medical data generation
Designing, training, evaluating, improving and maintaining machine learning models, including cutting edge deep learning models.
Designing, implementing and maintaining machine learning and research pipelines
Conducting applied algorithmic and reproducible research
Delivering timely updates to ever improving autonomous coding capabilities.
Job Description Summary:
As an NLP Specialist you will work in the CTO group and be responsible for tasks across all of the applied algorithmic research aspects of allowing us to support autonomous coding for a medical subspecialty.
Responsibilities
Providing high coverage and fidelity autonomous coding for your assigned medical specialty. This includes, of course:
Data acquisition
Interaction with domain experts including
Annotation team(s)
Auditors
Interacting with:
Product Managers
Peer researchers
Research engineering
Data cleaning
Coding consistency
Synthetic medical data generation
Designing, training, evaluating, improving and maintaining machine learning models, including cutting edge deep learning models.
Designing, implementing and maintaining machine learning and research pipelines
Conducting applied algorithmic and reproducible research
Delivering timely updates to ever improving autonomous coding capabilities.
Requirements:
M.Sc. (Phd preferred) in Computer Science, research track, ideally with a thesis in deep learning, computational linguistics, knowledge graphs
Proven ability of conducting reproducible applied research
Ability of articulating research questions, goals, outline, work plan, results and insights
High proficiency in Python and its data science stack (Pandas, sklearn, Jupyter notebooks, etc.)
3+ years of experience in applied research
2+ years of hands-on experience in engineering in production environments
NLP/NLU/NLG experience in document classification, text generation, summarization, NER
Deep understanding of artificial deep neural networks architectures, algorithms, infrastructure, tooling and practices, specifically in NLP/NLU/NLG.
M.Sc. (Phd preferred) in Computer Science, research track, ideally with a thesis in deep learning, computational linguistics, knowledge graphs
Proven ability of conducting reproducible applied research
Ability of articulating research questions, goals, outline, work plan, results and insights
High proficiency in Python and its data science stack (Pandas, sklearn, Jupyter notebooks, etc.)
3+ years of experience in applied research
2+ years of hands-on experience in engineering in production environments
NLP/NLU/NLG experience in document classification, text generation, summarization, NER
Deep understanding of artificial deep neural networks architectures, algorithms, infrastructure, tooling and practices, specifically in NLP/NLU/NLG.
This position is open to all candidates.
