In addition to standard knowledge, skills and abilities for a Data Scientist, the successful candidate for this role will have experience and knowledge of procurement, preferably professional services procurement and the data related to this business need as well as procurement related reporting systems and technology.
Skills Specific to this Position:
Provide expertise to agencies on data-driven decision making and strategy.
Provide expertise in specific areas, such as machine learning, predictive analytics using data and systems related to public procurement.
Leading research projects, for advanced data mining, developing algorithms, or building data pipelines related to public procurement.
Tools and Technologies:
Programming languages: SQL, Python, PySpark, Shell Scripting, PowerShell
Data visualization: Tableau Desktop & Server, Power BI, Looker, Jupyter Notebooks
Other frameworks: git, GitHub, SSH Secure Shell, Putty, XML, JSON, SQL Workbench
Big data platforms: Apache Spark, Spark SQL, Hive, HDFS, MapReduce, Azure Data Lake
Cloud platforms: Amazon Web Services (AWS), EC2, S3, RDS, VPC, EMR, SNS, IAM, Redshift, CloudWatch, SQS, Route53, CloudFront, Athena, Kinesis, QuickSight, Lambda.
Statistical tools: Snowflake, Redshift, Oracle, MySQL, Microsoft SQL Server, PostgreSQL
Skills Matrix -
Skill Required / Desired Amount of Experience
Statistics and probability Required 7 Years
Database management Required 7 Years
Machine learning and deep learning Required 7 Years
Data Visualization Required 7 Years
Cloud Computing Required 7 Years
Interpersonal Skills Required 7 Years
Predictive Analytics Required 7 Years
Data Cleansing and Transformation Required 7 Years
Cross Functional Collaboration Required 7 Years
Business Intelligence and Reporting Required 7 Years
Statistical Modeling Required 7 Years
Experience utilizing these skills in public sector procurement environment Required 7 Years
Questionnaires -
Question 1 Commonwealth of Virginia security policies prohibit the use of offshore IT contractors. Do you attest to the fact that your candidate will physically reside within the US for the duration of the assignment?
Question 2 Please list the candidate's email address.