Data Engineer
About The Position
The position of Data Engineer for the Talon Ark Program is responsible for maintaining and designing new features for the data pipeline. The pipeline end-to-end goes from our Analyst to our Data Scientist on the program. This position is responsible for maintaining the collection of data from various sources, presenting data to the analyst, gathering and curating the inputs from the analyst, and producing the vehicle through which the Data Scientist can use the data created. This position requires a high level of problem-solving skills, and the ability to research using vast amounts of resources to arrive at a solution. The position works closely with the Analyst and Data Scientist on the program to create a viable solution for the customer. What is produced in this position is mainly for the sake of serving the Analyst and Data Scientist. However, creating and maintaining good data is a key factor in making this program successful.
Requirements
- Python [ Pandas, NumPy, PyTorch, Ultralytics]
- Docker
- Understanding of python data manipulation packages [Pandas, NumPy, PyTorch, Dask]
- Use of APIs (some that are documented and not documented)
- Understanding of relational database design and maintenance
- Understanding of Software Design Patterns and their implementations
- Ability to do own research and implement new solutions
- TS/SCI Required
Nice To Haves
- Python big data manipulation libraries (ex. PyArrow)
- Python distributed processing libraries (ex. Ray)
- Continuous Integration/Continuous Development (CICD)
- Scaling pipeline architecture
Responsibilities
- Collect data for analysis
- Filter data prior to showing it to analyst based on needs of models
- Provide Analyst with platform to make annotations to data
- Collect and curate annotations from Analyst
- Maintain database where annotations and their related metadata is stored
- Provide and maintain Data Scientist’s access to database for the purpose of making datasets
Benefits
- medical
- dental
- vision
- life insurance
- short-term disability
- long-term disability
- voluntary benefits such as accident, hospital indemnity, and wellness benefits
- 25% (of salary) employer contribution distributed monthly to your SEP IRA
- Individual Benefit Account 25% (of salary to pay for medical insurance premiums and funded time off)
- Employee assistance program
- Employee discount
- Health savings account
- Referral program
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What This Job Offers
Job Type
Full-time
Career Level
Mid Level
Education Level
No Education Listed
