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No of position :- ( 1 )
Post :- 8th Dec 2022
Needs to have NLP experience, strong with Python. Background in ML/AI.
Senior Data Scientist
What Project/Projects will the candidate be working on while on assignment?
1) Optum Field Connect/Intelligent Decision Management - build and support of new predictive data models in prospective program
2) Coding Transformation - build and support of new/existing predictive data models in retrospective program
3) Ad hoc data analysis
Is this person a sole contributor or part of a team?
If so, please describe the team? (Name of team, size of team, etc.)
Individual contributor within the Decision Intelligence team.
What are the top 5-10 responsibilities for this position? (Please be detailed as to what the candidate is expected to do or complete on a daily basis)
AI/ML analytic data model development
Quality check of output from other developers
Data exploration/research
Documentation of logic and results
Presentation of logic and results to internal team and external stakeholders
What software tools/skills are needed to perform these daily responsibilities?
See below
What skills/attributes are a must have?
Programming: SQL, Python, Spark, Pyspark, Hive
Libraries: Scikit-Learn, Numpy
Analytics: Regression, Classification, Clustering, (Decision Trees, SVM, Linear Regression, Logistic Regression, KNN, KMeans)
Systems: UNIX, Windows
Soft: Integrity, strong verbal and written communication, teamwork, creativity
Experience: 3-4 years related field
What skills/attributes are nice to have?
Analytics: Neural Networks, Graph Computation, Approximate Nearest Neighbors, Time Series, NLP
Visualization: Tableau, Plotly, Excel, Matplot
Infrastructure: Big Data, Cloud Computing, High Performance Computing (GPUs)
Experience: 5+ years related field
Where is the work to be performed? (Please list preferred UHG facility, if other please specify i.e. remote work, rural, etc.)
Santa Ana, CA (CA152), when in-office resumes. Remote otherwise.
Prefer someone locally however okay for full time remote.
What are the work hours? (ex. 9am-5pm, day/night shifts, rotating shifts, etc)
Normal business hours with occasional meetings before 8am.
Who will be conducting interviews? (Please list names and titles of interviewers)
David Twisselmann, Director Data Science
Vaibhav Kakkar, Director Data Science
Rahul Bhaskar, Sr. Director Data Science
What type of interview process is preferred? (Face to face, phone, Skype, or a combination of the three)
Phone and/or combination