Sr. Data Scientist
omega solutions inc4 months ago
Santa Ana, CA, United States
Hybrid
Full-time
Junior Level (1-3 years)
Job Description
Sr. Data Scientist
Santa Ana, CA
6 months
Job Description :
What is the specific title of the position?
Senior Data Scientist
What Project/Projects will the candidate be working on while on assignment?
- 1) Field Team Modernization/Intelligent Decision Management - build and support of new predictive data models
- 2) Coding Transformation - build and support of new/existing predictive data models
- 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 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)
- 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 team and 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, Hive
- Libraries: Scikit-Learn, Numpy
- Analytics: Regression, Classification, Clustering, (Decision Trees, SVM, Linear Regression, Logistic Regression, KNN, KMeans)
- Visualization: Matplot
- 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
- Infrastructure: Big Data, Cloud Computing, High Performance Computing (GPUs)
- Experience: 5+ years related field
Skills:
- Apiary/Beekeeping
- Big Data
- Cloud Computing
- Data Analysis
- Data Modeling
- Data Science
- GPU (Graphics Processing Unit)
- Microsoft Windows Operating System
- Natural Language Processing (NLP)
- Neural Networks
- Predictive Modeling
- Presentation/Verbal Skills
- Python Programming/Scripting Language
- SQL (Structured Query Language)
- Tableau
- Team Player
- Unix Operating Systems
- Writing Skills
About the Company:
omega solutions inc
Required Skills
Scikit-Learn
Data Modeling
Spark
Python
KNN
SVM
Matplotlib
SQL
Logistic Regression
Natural Language Processing (NLP)
KMeans
Clustering
Hive
Numpy
Predictive Modeling
Regression
UNIX
Windows
Linear Regression
Classification
Neural Networks
Data Analysis
Tableau
Decision Trees