DS Data Engineer 2
PROBITY, INC.
Chantilly, VA, United States
20 days ago
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Role details
Contract type
Permanent contract
Employment type
Full-time (> 32 hours)
Experience level
Expert
Experience required
10 years minimum
Working hours
Regular working hours
Job source
Tech stack
Java (Programming Language)
Artificial Intelligence
Airflow
Data Analysis
Big Data
Extract Transform Load (ETL)
Data Mining
Data Profiling
Linux
Information Lifecycle Management
Python (Programming Language)
Linux Servers
+10 more
Parsing
Software Engineering
Software Systems
SQL Databases
Fastapi
Data Layers
Machine Learning Operations
Restful APIs
Data Pipelines
Programming Languages
Job description
The Data Engineer will leverage their development skills and experience, to support the successful designing, ingesting, cleansing, transformation, loading, and display of significant amounts of data. Duties, Tasks & Responsibilities
- Designing, implementing, and optimizing data extraction, cleansing, transformation, loading, replication/distribution, and large-scale ingest systems in a Big Data environment
- Develop ad-hoc ETL pipelines to help analyze new data sources
- Leverage Big Data holdings to power prototypical AI/ML based analytics
- Developing custom solutions/code to ingest and exploit new and existing data sources
- Developing data profiling, deduping logic, and matching logic for analysis
- Organizing and maintaining Data Layer documentation, so others are able to understand and use it. Also, work closely with data scientists to craft data pipelines which serve the development of modern AI/ML workflows
- Collaborating with teammates, other service providers, vendors, and users to develop new and more efficient methods
- Light admin responsibilities for small number of Linux servers
- Effectively articulating the risks and constraints associated with software solutions, based on environment
Requirements
PLEASE NOTE: This position requires an ACTIVE Top Secret/SCI Clearance with Polygraph. To be considered for this position, you MUST have an ACTIVE Clearance Level of Top Secret/SCI with Polygraph, * High School Diploma/GED with 10+ years of relevant software development/programming experience.
- Demonstrated data analysis, parsing, and programming language experience (e.g. Python, Java) coupled with significant SQL/database experience.
- Experience with the full data lifecycle, from ingest through display, in a Big Data environment.
- Hands-on experience with Python-related technologies, such as environment management, async development, and FastAPI. General experience with RESTful APIs
- Experience with data pipelining systems (e.g. Apache Airflow) and developing/performing ETL tasks in a Linux environment.
Desired Experience, Skills & Technologies
- Experience deploying systems that leverage AI/ML technology
- Experience publishing results in BI dashboards.
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