Data Scientist

Published
September 26, 2020
Location
Foster City, CA
Category
Job Type

Description

Data Scientist
Pay Rate: $44.44/ HR
Cortech is seeking a Data Scientist in Foster City, CA.

We are looking for a data scientist (contractor) to join the Pharmaceutical Development and Manufacturing (PDM) organization. He or she will work closely with other data scientists, data engineers and software engineers in a cross-functional setting to build data science capability for PDM and drive business value.

Job responsibilities include:
• Work with data science leaders to collect and understand the needs from business, and plan/propose applicable and feasible data science methodology to address the business needs
• Query, collect and integrate data from various data systems, including but not limited to: Trackwise, LIMS, MES, OSIsoft PI, Sharepoint, Excel files
• Build various types of machine learning/AI models for predictive regression or classification in business context, including but not limited to: decision tree, random forest, logistic regression, support vector machine, neural networks, deep learning, natural language processing
• Work with data engineers to automate the data query in Datalake if applicable, and work with software engineers to deploy and operationalize the machine learning models

Minimum Requirements:
• Master’s degree with 2-3 years’ industry experience in data science area
• Proficient with Python programming for data cleaning, preprocessing, machine learning models, multivariate analysis, and visualizations
• Proficient with common data science Python packages, such as pandas, scipy, sklearn, numpy, matplotlib, seaborn, nltk, etc
• Proficient with visualization tools, such as Tableau, Spotfire or Power BI, to create dashboards
Preferred Qualifications:
• 1-2 years’ experience with cloud environment, such as Amazon Web Services (AWS), Microsoft Azure, and Databricks
• Experience with TensorFlow, PyTorch, Spark, Flask, Dash, SQL
• Experience with connect machine learning models to real-time streaming data
• Experience with image and video processing
• Experience with cross-functional collaboration to drive business value
• Experience with pharma/biotech industry

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