About the role- Design, implement, and deploy software and machine learning components focused on behavior prediction and environmental interactions.
- Build scalable software to support inference and decision-making in dynamic environments.
- Build and optimize pipelines to process complex datasets, including time-series and sensor data.
- Transform raw logs into structured datasets optimized for training large-scale modeling and forecasting algorithms.
- Develop testing and evaluation frameworks to validate system performance within simulated environments.
- Measure model accuracy and logic robustness against real-world ground truth data to drive iterative improvements.
- Implement and refine algorithms for state estimation and decision planning.
- Leverage generative or deep learning methods to improve the efficiency and accuracy of models dealing with uncertainty.
- Collaborate with cross-functional teams to integrate models into production-grade systems, ensuring low-latency performance and seamless interaction with upstream modules.
- Develop and maintain software tools, libraries, and infrastructure for visualizing model outputs, managing experiment tracking, and automating workflows for continuous model delivery.
- Maintain high code quality through modular design, implementing rigorous testing strategies (including mocks and regression tests) suitable for complex, data-intensive systems.
We're looking for someone who has:- Requires a Bachelor's or foreign degree equivalent in Computer Science or related field
- One (1) year of experience in job offered or any occupation in which the required experience was gained. Employer will accept knowledge gained through employment experience, research, or academic courses of study:
- Python
- Go or C++
- Building scalable software systems and data-intensive pipelines
- Building and training models using deep learning frameworks
- Data modeling
- SQL
- Modern Version control (GIT)
- Deep Neural Networks, Generative Models, or Reinforcement Learning
- Cloud infrastructure
- Containerization
- Orchestration tools to deploy and scale software services
#LI-DNP
Don't meet every single requirement? If you're excited about this role but your past experience doesn't align perfectly with every qualification in the job description, we encourage you to apply anyway. You may be just the right candidate for this or other roles.
