Sr. Data Scientist II - Job ID 556

Intelligent Medical Objects (IMO) (Houston, TX) seeks a Sr. Data Scientist II to directly influence both our products and clients by being intricately involved in running analytical experiments in a methodical manner and will regularly evaluate alternate models via theoretical approaches. Specific Duties Include: • • Analyze and process textual data for bioinformatics applications using Melax CLAMP software kit and clinical NLP techniques • Design, customize, and extend existing Melax software suite and web-service applications according to Melax product needs and customer requirements. • Develop, maintain, and improve NLP applications that process unstructured biomedical texts into structured and searchable information • Modify and improve current Melax products by developing and incorporating the cutting-edge machine learning and deep learning algorithms and techniques for enhanced performance and usability • Communicate with customers, analyze their NLP needs and requirements, deliver products and projects, and provide assistance • Work within the NLP development team to develop NLP modules in different programming or scripting languages such as Java, JavaScript. J2EE, HTML • Conduct pre-processing and quality analyses for textual data inputs and performance validation for NLP output • Create systematic testing, error-checking procedures, and user manuals • Conduct customer consultation and technical support on NLP training, installation, development, and deployment • Share knowledge with team members and across the organization on topics including new and emerging NLP methods and technologies • Build the infrastructure required for optimal extraction, transformation, and loading of data from a wide variety of data sources using SQL and AWS ‘big data’ technologies • Build analytics tools that utilize the data pipeline to provide actionable insights into customer acquisition, operational efficiency, and other key business performance metrics. • Must take and pass Python/Java coding test to solve one NLP algorithm problem. • Option to work remotely 60% of the time. Position Requires: • • Bachelor’s degree, or foreign equivalent, in Computer Information Systems, Informatics, or a closely related field of study, plus 5 years of experience in the job offered, or as an NLP Developer, NLP Data Engineer, NLP Data Scientist, Research Assistant, or a closely related NLP position. • Must have 5 years of experience in the following: • Developing NLP applications and building machine learning models • Developing ETL pipelines and processes in big data environments • Deploying, maintaining, versioning, and A/B testing machine learning models • Working in at least one of these databases: AWS Redshift, Oracle, SQL Server, or MySQL • Using SQL to write complex queries across large volumes of data • Developing and deploying full-stack solutions in Python • Using and following standardized development practices and tools, including TFS/GIT, code standards, and process standards • Writing unit tests using standard unit test frameworks • Working with statistical techniques, concepts, methods, and approaches, and working with their application • Using multivariate calculus and linear algebra. • Must have 3 years of experience with the following: • Working with AWS tools including Lambda and Sagemaker • Creating and using process documentation and workflows • Working with TensorFlow and TensorFlow Serving • Working with statistical modeling using R or Matlabl • Using big data frameworks such as Spark/pySpark • Working with Tableau, Looker, Qlikview, R Shiny or similar data visualization tools. • Must also have 2 years of experience using infrastructure-as-code tools, like terraform. • Must take and pass Python/Java coding test to solve one NLP algorithm problem. • Option to work remotely 60% of the time • #LI-DNI Full time position. Apply by submitting your resumes at https://www.e-imo.com/careers, Job ID: 556