Machine Learning Operations Engineer

Company: Textron Aviation
Location: Wichita
Posted on: March 18, 2023

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