Machina

Transforming the manufacturing sector with advanced engineering and software tools

AI Safety Researcher

Artificial IntelligenceArtificial IntelligenceFull TimeRemoteTeam 1-10Since 2021Company SiteLinkedIn

Location

United States

Posted

106 days ago

Salary

Not specified

Bachelor Degree3 yrs expEnglishCloudDistributed SystemsPythonPy TorchTensorflowGo

Job Description

• Conduct research into AI safety, focusing on robustness, fairness, and interpretability of machine learning models used in build systems • Develop algorithms and frameworks that ensure the safe deployment of AI-powered automation in software build, testing, and CI/CD workflows • Work closely with engineering teams to integrate AI safety mechanisms and ensure robust error handling and fault tolerance • Investigate and mitigate risks associated with AI-driven decision-making in distributed build systems, especially in mission-critical operations • Contribute to the development of safety-critical AI models for optimizing performance, caching accuracy, and task coordination across various customer environments • Conduct studies on the ethical implications of AI in software development, ensuring that algorithms used in NativeLink align with responsible AI principles • Perform in-depth testing, model validation, and risk assessment to ensure AI systems meet reliability and safety standards • Collaborate with product managers and engineers to translate research findings into practical tools and features for our customers

Job Requirements

  • 3+ years of experience in AI/ML research, with a focus on safety, robustness, and interpretability
  • Strong background in machine learning theory, with practical experience implementing models and algorithms
  • Expertise in AI safety frameworks, fault tolerance, and risk mitigation strategies for AI systems
  • Experience with reinforcement learning, adversarial training, and robustness testing of AI models
  • Proficiency in programming languages such as Python, C++, or Go, with hands-on experience in AI development libraries (e.g., TensorFlow, PyTorch)
  • Strong understanding of AI ethics, fairness, and the impact of machine learning algorithms in real-world applications
  • Ability to identify potential safety risks in AI-driven systems and design solutions to address them
  • Familiarity with distributed systems, cloud infrastructure, and build/test automation frameworks
  • Excellent problem-solving skills, with the ability to work independently and collaboratively in a fast-paced environment

Benefits

  • Competitive salary and benefits package
  • Opportunities for personal and professional development

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