Senior Software Engineer (Data and Embedded SWE)

Garmin International, Inc.•Olathe, KS

1d•Onsite

About The Position

We are seeking a full-time Senior Software Engineer at Garmin's U.S. headquarters in the Greater Kansas City area. In this role, you will be responsible for providing technical leadership and project planning for the development of machine-learning and deep-learning pipelines for processing wearable sensor data. We are the Biosensor Features & Algorithms Team within Garmin Health. Our team is responsible for the creation of new biomedical sensor algorithms for Garmin's wearable product lines in Fitness and Outdoor. We own features from exploration, through implementation, and throughout all long-term support.

Requirements

Bachelor’s Degree in Computer Science, Biomedical Engineering, Computational Biology, 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 experience building production quality deep-learning models using tools such as Keras, PyTorch, TensorFlow, or similar.
Demonstrated experience building data preprocessing, feature extraction, and machine-learning training pipelines at large scales.
Significant experience with Python data science libraries (numpy, scipy, pandas, polars, and/or scikit-learn).
A very strong foundational knowledge of mathematics (linear algebra, calculus), statistics, and data science.
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 Python and relevant experience and/or training in data structures or object-oriented design methodology.
Exceptionally 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.

Nice To Haves

Graduate degree in a relevant field (Master’s Degree or PhD).
Demonstrated experience building deep learning models for sequence modeling, representation learning, timeseries forecasting, self-supervised encoder-decoders, or transformers.
Experience with data engineering, distributed systems, and cloud computing.
Experience with digital signal processing, especially with sensors such as photoplethysmogram (PPG), electrocardiogram (ECG), inertial measurement units (IMU).
Basic competency in working within a Unix-like environment.
Experience with low-level systems programming languages (C/C++, Rust, etc).

Responsibilities

Serves in a leadership capacity as an individual contributor for carrying out the development of novel machine learning and deep learning pipelines using wearable sensor data using Python.
Documents and presents technical options, tradeoffs, and recommendations to both technical and non-technical stakeholders.
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.
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.