Data Engineer
Job Description
As a data engineer at the Howmet Research Center, you will join a team of Data Scientists and Machine Learning Engineers. This team is part of a multidisciplinary IGT group responsible for advancing the state-of-the-art in aerospace manufacturing at our casting, alloy, core and rings manufacturing facilities. You are a great fit for this team if you have the innate curiosity necessary to learn new processes, meet new people, and are persistently detail-oriented with a quality mindset. If you enjoy matching complex physical processes to corresponding data across multiple data sources, and transforming the data into reliable, documented datasets for use in machine learning, reporting, and visualization tools, we would love to talk with you!
Job Role:
- Up to 50% travel including internationally to France, UK and Germany
- Initiate working with manufacturing plant personnel to understand the detailed manufacturing process and data collection user interfaces
- Initiate working with corporate and local IT to understand the data storage and sources that correlate to the plant process, and the most efficient way to query them
- Query multiple data sources and join the data together to accurately represent the process
- Explore the data to identify edge cases, data cleaning requirements, and bias – using statistics as necessary
- Down-select, augment, and clean the dataset
- Iterate the above steps to generate a representative and reliable dataset, checking your own work and being able to explain it to others at multiple levels of the organization
- Collaborate with Data Scientists and Machine Learning Engineers to understand model input requirements
- Transform the data to meet machine learning model input requirements
- Provide post-modeling functions to translate model results to process-relatable values
- Actively participate in leveling up proof-of-concept code to productionized scripts
- Document projects in Power Point and reusable code, storing work in a revision-controlled system
Basic Qualifications:
Bachelor’s degree in engineering, Data Analysis, Data Science, Computer Science, or Information Systems
Must have experience in basic SQL querying skills
Demonstrated ability to transform data with a programming language
Strong working knowledge of Microsoft Office skills (Word, Excel, PowerPoint, Visio)
Employees must be legally authorized to work in the United States. Verification of employment eligibility will be required at the time of hire. Visa sponsorship is not available for this position.
