Machina

Transforming the manufacturing sector with advanced engineering and software tools

Simulation Research Scientist

Research ScientistResearch ScientistFull TimeRemoteTeam 1-10Since 2021Company SiteLinkedIn

Location

United States

Posted

100 days ago

Salary

Not specified

Bachelor Degree3 yrs expEnglishAWSAzureCloudDistributed SystemsDockerGoogle Cloud PlatformJenkinsMicroservicesPythonGo

Job Description

• Develop and maintain high-fidelity simulation environments for software build systems and remote execution processes • Implement performance models for build caching, task distribution, and system coordination in large-scale development environments • Create virtual testbeds for optimizing software compilation, testing workflows, and CI/CD pipeline automation • Integrate multi-agent simulation for real-time task coordination and resource allocation across distributed build systems • Work with Hardware-in-the-Loop (HIL) and Software-in-the-Loop (SIL) frameworks to validate build performance in real-world conditions • Optimize simulation workflows to validate build efficiency, cache hit rates, and task execution accuracy • Collaborate with the engineering, AI, and product teams to ensure consistency between simulation and real-world software builds

Job Requirements

  • 3+ years of experience in software simulation, system modeling, or performance testing for distributed systems
  • Strong expertise in simulation frameworks like Gazebo, PyBullet, CARLA, or similar for creating virtual environments
  • Proficiency in Python, Go, or C++ for real-time simulation development and system integration
  • Experience with distributed systems, microservices architecture, and CI/CD pipelines in large-scale environments
  • Knowledge of multi-agent reinforcement learning (MARL) principles and AI-driven optimization techniques for software systems
  • Experience with performance monitoring, load balancing, and task scheduling in complex development infrastructures
  • Familiarity with build systems (e.g., Jenkins, CircleCI, etc.), containerization (e.g., Docker), and cloud infrastructure (AWS, GCP, Azure)

Benefits

  • Health insurance
  • Retirement plans
  • Paid time off
  • Flexible work arrangements
  • Professional development

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