Machine Learning Developer

Purpose

Develop and configures automation processes as per defined requirements. Develop new processes using core workflow principles of Automation that are efficient, well structured, maintainable and easy to understand.

Responsibilities

Data cleansing and transformation from multiple unstructured data sources (scanned documents, electronic/readable documents, excel, e-mails, etc)

Preparing pipelines for Deep Learning algorithms in order to perform Image Recognition or NLU tasks

Perform statistical analysis and fine-tuning using test results

Extending ML competency in the team by presenting know-how

Assessing and proposing new opportunities for ML implementation

Requirements for the employee

General profile:

• Deep knowledge of math, probability, statistics and algorithms
• Knowledge of Python (NLTK or Spacy Libraries for NLP, matplotlib, numPy, pandas)
• Experience in building, cleansing (Tokenizing , text normalization, dealing with misspellings, etc.) and analyzing Corpus (TFIDF, Lexical richness, Regex etc.).
• Applying ML and AI algorithms in order to classify or extract information from text.
• Experience in building Feature-Based Grammars (for Chatbots)
• Experience with ETL of unstructured data (PDFs, Emails, etc.)
• Experience in ML/AI and willing to work with NLP will be considered.

Business or Automation Experience in below ERP Systems would be an asset:

• SAP
• SalesForce
• Coupa
• Service Now
• Oracle ERP (Hyperion)
• EBX

At IQVIA, we believe in pushing the boundaries of human science and data science to make the biggest impact possible – to help our customers create a healthier world. The advanced analytics, technology solutions and contract research services we provide to the life sciences industry are made possible by our 70,000+ employees around the world who apply their insight, curiosity and intellectual courage every step of the way. Learn more at jobs.iqvia.com.