Natural Language Processing Developer ID-10356
Job description
A fast-growing company that is determined to revolutionize the life sciences industry by providing them with comprehensive information about leading innovators in their fields of expertise, is looking for a Natural Language Processing Developer. The selected candidate will be in charge of creating a procedure for feature extraction that effectively utilizes the data that is already available.
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The company’s ground-breaking technology effectively spots research areas that are ready for recruitment and strategic investment and uses them. This will be a part-time position.
Job Responsibilities:
Create a process to integrate several text datasets together to produce research profiles
Put together a timetable and cost estimate for AWS assets needed for the workflow
Work with the data analyst for data preprocessing and feature extraction
Implement the workflow and establish benchmarks to gauge progress and, if necessary, adjust the strategy
Identify an approach for assessing the accuracy of researcher profiles
Use dataset information in creative ways to support the linkage through feature extraction
Give some unorthodox suggestions when putting forth and implementing a deep learning process that will outperform the typical probabilistic record linkage workflow
Create a technique to evaluate the accuracy of each profile and use vast textual information to generate precise researcher profiles.
Interact with the Technical Lead in charge of building and maintaining the corporate data lake
Work closely with a data analyst in charge of cleaning and preparing the data
Job Requirements:
Bachelor’s/Master’s degree in Engineering, Computer Science (or equivalent experience)
At least 3+ years of relevant experience as a Natural Language Processing developer
Prior working experience with record-linking initiatives
Knowledge and expertise in the development of suitable semantic similarity algorithms, including the ability to set benchmarks and modify strategy in reaction to newly discovered information
Prior knowledge of ML and/or deep learning workflow design and implementation for record linkage projects
Working knowledge of AWS environments
Prior experience developing a mechanism to assess the correctness of existing datasets using deep learning procedures for text data
Aptitude and readiness to interact and work together with the Technical Lead and the Data Analyst
Excellent spoken and written English communication skills