Data Scientist
Company: Blue Ocean Ventures
Location: West Sacramento
Posted on: January 15, 2023
|
|
Job Description:
Remote position
Will convert to a FT role
Data Scientist
Data Scientist (Level 04)
Having at least 1 4 years of experience in industry (including
internships in an industrial setting while in an educational
setting) and solidly collaborative interpersonally, a Data
Scientist knows and uses the basic tools of the craftdata
ingesting, data cleansing, feature engineering, data filtering and
aggregating, statistical estimation and hypothesis testing, and
machine learningto support GWT's Medicaid clients, by wrangling
healthcare and other client data assets and then analyzing them to
surface basic, impactfully actionable insights. This level doesn't
require prior experience with healthcare, but it's strong plus
coming in, and learning this content domain starting day one is
part and parcel of the on-going task.
Must Have:
Has worked several times with datasets at least 100K rows in
size
Has solid experience wrangling "Ugly Data?
Has used all basic SQL features (select, join, where, group by,
etc.) on non-training databases
Has used Machine Learning on at least two non-training data sets
(that is, not e.g., Iris)
Has used Statistics on at least two non-training data sets
Solid Python including syntax and ML libraries
Frequently Occurring Plusses at This Level:
Experience using Jupyter Notebooks
Familiar with the use of GitHub, GitLab, or other source control
software
Experience with Distributed Computing
Experience with Healthcare data
Main-stream BI dashboarding tools such as PowerBI, Tableau, SAS,
etc.
Strong Object-Oriented Design (C++, C#, python, etc.)
Functional Programming
Excellent written and verbal communication skills
Please Highlight any of these more Advanced Levels of
Experience:
Expert knowledge of SQL queries to process large amounts of data in
a set-based fashion
Thorough understanding of various SQL windowing functions through
regular use
Solid understanding of indexing, stored procedures, materialized
views, etc.
Has worked with datasets 10M 10B rows in size, some of them
ugly/messy
Solid experience with the use of Dev\Sec\Ops procedures for
iterative development
Experience doing Data Science leveraging the elasticity in a major
Cloud environment
Has good knowledge of Repeated Measures Statistical methods
including forecasting
Performed Data Science with Healthcare data
Performance Optimization for Data Science development and in
production
Working knowledge of stacks and CQRS data structures, and state
machines that use them
Knowledge of Semi-Structured and UnStructured data, schema-on-read,
parsers, NLP packages
Artificial Intelligence / Neural Network Experience a strong
plus
Comfort-level presenting to business stakeholders and
executives
Keywords: Blue Ocean Ventures, West Sacramento , Data Scientist, Other , West Sacramento, California
Click
here to apply!
|