Data Scientist

[Role]

Description

Data Scientists have knowledge in several science fields which are needed to gain information from data.

Skills

• Knowledge of Machine Learning: Training, Augmentation, Metrics

• Knowledge of computational linguistics: Annotation Types, NLP Tasks,

• Knowledge of Software Engineering

• Result visualization and presentation for audience

Responsible for

• Define NLP Goal

• Specify Requirements

• Specify Annotations

• Corpus Composition

• Data Management

• Tool Composition

• Staffing and Project Management

• Corpus Stratifying

• Training

• Metric Compliance

• Package Software and Models

• Deployment

• Quality Assurance

Performs Additionally

• Approve Requirements

• Requirements Documentation Review

• Domain Knowledge Transfer

• Evaluate Data Sources

• Check Business Requirements

• Monitoring

• Review Current Process