What are the responsibilities and job description for the Senior Software Engineer- Machine Learning position at Garmin?
Overview
We are seeking a full-time Senior Software Engineer in our Olathe, KS location. In this role, you will be responsible for providing technical leadership and project planning for software development for products, applications, or systems new to Garmin as an individual contributor.
Essential Functions
This position is eligible for Garmin's benefit program. Details can be found here: Garmin Benefits
We are seeking a full-time Senior Software Engineer in our Olathe, KS location. In this role, you will be responsible for providing technical leadership and project planning for software development for products, applications, or systems new to Garmin as an individual contributor.
Essential Functions
- Serves in a leadership capacity as an individual contributor for carrying out software development in Java, Scala, and Python for new products and/or applications
- May serve as a Lead Software Engineer for complex software development project designs and/or reviews architected modules and software systems supporting new technology or improving capability/performance of existing functionality
- Work closely with data scientists and software engineers to implement machine learning algorithms and models in large scale, customer facing production software.
- Develops tooling to evaluate and improve the performance, accuracy, and efficiency of existing models
- Develops pipelines to support A/B testing and evaluate challenger models against incumbent production models
- Troubleshoot, debug, and optimize machine learning pipelines to ensure seamless integration and performance
- Decomposes functional requirements into well-defined tasks
- Researches fundamental problems and implements algorithm solutions that are appropriate
- Offers peer technical assessments in areas of expertise, new technologies and software designs
- Participates in project leadership and/or program planning including providing technical input to product development plans and concept documents
- Makes substantial contributions toward determination of project goal/objective feasibility and applies good judgment in setting schedules/risk taking
- Mentors and provides guidance to less experienced Software Engineers (1 & 2)
- Contributes to advanced technical research on new technologies
- Offers process improvement suggestions and authors new procedures as appropriate
- Provides reliable solutions to a wide range of difficult problems using sound problem solving techniques
- Supports working hours as part of a rotating schedule to provide on call support of Garmin’s 24/7 operations
- Bachelor’s Degree in Computer Science, Electrical Engineering, Computer Engineering, Software Engineering, Aerospace Engineering, Math, Physics or related field AND a minimum of 5 years relevant experience OR an equivalent combination of education and experience
- Demonstrated competence with working with Data Scientists to integrate Machine Learning solutions into production software
- Demonstrated proficiency with designing well architectured software systems and modules that support new technology or improve capability/performance of existing functionality
- Demonstrated competence with researching fundamental problems and implementing appropriate algorithmic solutions
- Demonstrated ability to serve as a lead software engineer for a complex software project
- Ability to decompose functional requirements into well-defined tasks while balancing quality, quantity, and complexity in work output
- Demonstrated capability to offer peer technical assessments in areas of expertise, new technologies and software designs
- Mastered proficiency in writing software in C, C , C# or Java and relevant experience and/or training in data structures or object-oriented design methodology
- Demonstrated strong and effective verbal, written, and interpersonal communication skills
- Must be positive, detail oriented, organized, team oriented and a driven problem solver, multi-tasker, and self-starter with the ability to prioritize and lead in a fast paced, deadline-driven environment
This position is eligible for Garmin's benefit program. Details can be found here: Garmin Benefits
