RFA Engineering · 7 hours ago
Software Engineer - Computer Vision & Machine Learning
Urbandale, IA
Full-time
Onsite
Entry, Mid Level
$70K/yr - $140K/yrRFA Engineering supports industry-leading clients through the full software development lifecycle to build cutting-edge precision agriculture and automation applications. They are seeking a Software Engineer to develop and integrate intelligent features into agricultural and off-highway equipment using machine learning and computer vision technologies.
ComputerManufacturingProduct Design
No H1B
Responsibilities
Develop machine learning and computer vision algorithms for automation and autonomy product development
Design, implement, and optimize machine learning algorithms and computer vision solutions for production intent hardware. Work with Stereo, monocular cameras, Lidar, radar, edge compute devices
Data collection and processing for CVML algorithms development. Utilize data-driven insights to inform your development process and improve models/algorithms
Quickly learn new technologies, tools, and methodologies in the fields of computer vision and machine learning. Stay abreast of the latest research and trends, applying this knowledge to your work and sharing insights with the team
Primary needs relating to theoretical geometric computer vision - involving concepts like singletons, SLAM (localization, mapping), triangulation, projective geometry, feature detection, depth estimation, camera models/calibration/rectification
Secondary needs relating to Machine Learning algorithm development. All aspects of model architecture development including: problem definition, data collection/prep, model selection, architecture design, training , evaluation, optimization, deployment, monitoring/maintenance
Qualification
Required
Experience with data visualization, data management, data querying (eg SQL, Tableau, PowerBI, matplotlib)
Experience developing and understanding computer vision and machine learning algorithms (models development in pytorch, tensorflow, experience with linear algebra, optimization etc.)
Ability to quickly learn state of the art technologies, state of the art research in the domains of computer vision, AI, robotics and be able to implement
Competent in generating, interpreting, and communicating statistical data well and measuring the right statistics to answer the right questions
Comfortability reading documentation to read and write good code
Proficiency in C++ and/or Python
Experience with Databricks, AWS, cloud
Exceptional work ethic and willingness to learn
Trailblazing spirit: Eager to solve problems in the autonomous robotics and AI space that have never been solved before
Passionate about artificial intelligence, machine learning, robotics, autonomy, and automation
Eager to OWN work fully and to make decisions with autonomy to deliver
Benefits
Health and Dental Insurance
TelaDoc Healthiest You
Supplemental Vision Insurance
Company Paid Life Insurance
Company Paid Long-Term Disability
Short-term Disability
Retirement Savings Account (Traditional 401k & Roth 401k)
Flexible Spending Plan Dependent Care
HSA for Medical Expenses
Bonus Plan (Exempt Employees Only)
Paid Time Off (PTO)
Paid Holidays
Bereavement Leave
Employee Assistance Programs (EAP)
Education Assistance
Company
RFA Engineering
RFA Engineering is an engineering company providing mechanical and electrical design.
Founded in 1967
201-500 employees
Funding
Current Stage
Growth StageLeadership Team
Adam Koehler
Engineering Director - Partner at RFA Engineering
Bruce Birr
Engineering Director / CIO / Partner
Company data provided by crunchbase