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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

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