Machine Learning Operations Engineer
Company: Textron Aviation
Location: Wichita
Posted on: March 18, 2023
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Job Description:
Machine Learning Operations Engineer
-309917
JOB SUMMARY:
Machine Learning Operations Engineers facilitate data science
initiatives by deploying, monitoring, and optimizing production
ready machine learning models in a DevOps environment. The ML Ops
Engineer will work to ensure a fast, reliable, and reproducible
data platform that provides a positive impact to our business.
Delight our customers by applying knowledge in the Customer Service
Innovation team. Candidate will apply computer science methods to
implement predictive maintenance pipelines based primarily on
aircraft sensor data.
At Textron Aviation, we are building a community of Data &
Analytics professionals with an emphasis on collaboration and cross
functional support. You will have the opportunity to work closely
with your peers throughout the organization toward a vision of data
driven strategy.
JOB RESPONSIBILITIES:
Gain core business understanding of Textron Aviation and aircraft
design, operation, and support
Query, clean, transform, and stage data (ETL/ELT) in a cloud
computing environment
Support data science activities by implementing, maintaining, and
optimizing production ready, automated AI and machine learning
workflows
Support business capable end user solutions (callable APIs) to
interface with ML Models
Ensure collaboration and data model interchangeability between ML
frameworks
Install and update software to ensure pipeline continuity
Administer a CI/CD compliant code repository during development and
update activities
Research and develop methods to leverage aircraft sensor data,
service, parts, and customer data for predictive purposes
Develop visualizations for statistical models
Interface with other data professionals throughout the organization
to embrace cross functional growth in analytics capabilities
Work to improve data quality by assisting data governance efforts
in creating and maintaining data quality standards
Plan and execute projects according to established milestones and
schedules
Prepare project/program briefings to management and customers
EDUCATION/ EXPERIENCE:
Bachelor's degree in Computer Science, Software Engineering, Data
Science/Analytics, MIS, or other related technical field
Minimum 2 years relevant technical experience required, focused on
data collection, utilization, and analysis.
Aviation experience preferred
QUALIFICATONS:
Excellent oral, interpersonal, and written communication skills
Strong programming skills in SQL and Python (other OOP languages
also preferred)
Ability to create and schedule data pipelines (i.e. Apache Airflow,
Azure Data Factory, MLFLow, etc)
Experience with cloud data lake/warehouse tech (i.e. Azure,
Databricks, AWS, Snowflake, etc)
Experience with Python based ML libraries such as Scikit-Learn,
Pandas, Numpy, Keras/Tensorflow, Pytorch, etc.is preferred
Experience with container-based software delivery through
technologies such as Docker and Kubernetes
Familiarity with machine learning and deep learning concepts
Familiarity with big data parallel processing frameworks such as
Apache Hadoop, Spark, Dask, is preferred
Linux and Windows OS experience including the command line
Comfortable with CI/CD processes in Github, Azure DevOps, etc.
Familiar with software development lifecycle, including waterfall,
agile, DevOps, and DevSecOps methodologies
Action oriented and seizes opportunities
Strong analytical and problem-solving skills
Quickly grasps new concepts when faced with unfamiliar tasks
Professional and diplomatic demeanor
The above statements are intended to describe the general nature
and level of work being performed by employees assigned to this
job. They are not intended to be an exhaustive list of all
responsibilities, duties, and skills required of personnel so
classified.
Take your career higher at Textron Aviation:
Competitive starting salaries with growth potential
Health benefits beginning day one
Tuition assistance and continuing education programs
Paid holidays
Relocation assistance (terms and conditions apply)
Flight training courses and bonuses (terms and conditions
apply)
Come feel the pride!
EEO Statement
Textron is committed to providing Equal Opportunity in Employment,
to all applicants and employees regardless of, race, color,
religion, gender, age, national origin, military status, veteran
status, handicap, physical or mental disability, sexual
orientation, gender identity, genetic information or any other
characteristic protected by law.
Pay Transparency Policy Statement
The contractor will not discharge or in any other manner
discriminate against employees or applicants because they have
inquired about, discussed, or disclosed their own pay or the pay of
another employee or applicant. However, employees who have access
to the compensation information of other employees or applicants as
a part of their essential job functions cannot disclose the pay of
other employees or applicants to individuals who do not otherwise,
have access to compensation information, unless the disclosure is
(a) in response to a formal complaint or charge, (b) in furtherance
of an investigation, proceeding, hearing, or action, including an
investigation conducted by the employer, or (c) consistent with the
contractor's legal duty to furnish information.
Recruiting Company Textron Aviation
Primary Location US-Kansas-Wichita
Job Field Business Development
Schedule Full-time
Job Level Individual Contributor
Shift First Shift
Job Posting 01/30/2023, 8:19:32 AM
Textron (and its subsidiaries) participates in E-Verify. We will
provide the U.S. Social Security Administration (SSA) and, if
necessary, the U.S. Department of Homeland Security (DHS) with
information from each new employer's Form I-9 to confirm work
authorization.%18558957% %%techsoftware%%
Keywords: Textron Aviation, Wichita , Machine Learning Operations Engineer, Engineering , Wichita, Kansas
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