Model Safety Analyst

2 days ago


Singapore ByteDance Full time

Training Operations Model Safety Analyst - Seed Global Data
Responsibilities
As a core member of our LLM Global Data Team, you'll be at the heart of our operations. Gain first-hand experience in understanding the intricacies of training Large Language Models (LLMs) with diverse data sets.
Job Responsibilities
Conduct research on the latest developments in AI safety across academia and industry. Proactively identify limitations in existing evaluation paradigms and propose novel approaches to test models under real-world and edge-case scenarios.
Design and continuously refine safety evaluations for multi-models. Define and implement robust evaluation metrics to assess safety-related behaviors, failure modes, and alignment with responsible AI principles.
Conduct a thorough analysis of safety evaluation results to surface safety issues stemming from model training, fine-tuning, or product integration. Translate these findings into actionable insights to inform model iteration and product design improvements.
Partner with cross-functional stakeholders to build scalable safety evaluation workflows. Help establish feedback loops that continuously inform model development and risk mitigation strategies.
Manage end-to-end project lifecycles, including scoping, planning, execution, and delivery. Effectively allocate team resources and coordinate efforts across functions to meet project goals and timelines.
Please note that this role may involve exposure to potentially harmful or sensitive content, either as a core function, through ad hoc project participation, or via escalated cases. This may include, but is not limited to, text, images, or videos depicting:
Hate speech or harassment
Self-harm or suicide-related content
Violence or cruelty
Child safety
Support resources and resilience training will be provided to support employee well-being.
Qualifications
Minimum Qualifications
Bachelor's degree or higher, preferably in AI policy, Computer Science, Engineering, journalism, international relations, law, regional studies, or a related discipline.
Strong command of English in both written and verbal communication.
Strong analytical skills, with the ability to interpret both qualitative and quantitative data and translate them into clear insights.
Proven project management abilities, with experience leading cross-functional initiatives in dynamic, fast-paced environments.
Creative problem-solving mindset, with comfort working under ambiguity and leveraging tools and technology to improve processes and outputs.
Preferred Qualifications
Professional experience in AI safety, Trust & Safety, Risk consulting, or Risk management. Experience working at or with AI companies is highly desirable.
Intellectually curious, self-motivated, detail-oriented, and team-oriented.
Deep interest in emerging technologies, user behavior, and the human impact of AI systems. Enthusiasm for learning from real-world case studies and applying insights in a high-impact setting.
About Doubao (Seed)
Founded in 2023, the ByteDance Doubao (Seed) Team is dedicated to pioneering advanced AI foundation models. Our goal is to lead in cutting-edge research and drive technological and societal advancements.
With a strong commitment to AI, our research areas span deep learning, reinforcement learning, Language, Vision, Audio, AI Infra, and AI Safety. Our team has labs and research positions across China, Singapore, and the US.
Why Join ByteDance
Inspiring creativity is at the core of ByteDance's mission. Our innovative products are built to help people authentically express themselves, discover and connect – and our global, diverse teams make that possible. Together, we create value for our communities, inspire creativity, and enrich life - a mission we work towards every day.
As ByteDancers, we strive to do great things with great people. We lead with curiosity, humility, and a desire to make an impact in a rapidly growing tech company. By constantly iterating and fostering an "Always Day 1" mindset, we achieve meaningful breakthroughs for ourselves, our Company, and our users. When we create and grow together, the possibilities are limitless. Join us.
Diversity & Inclusion
ByteDance is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe and so does our workplace. At ByteDance, our mission is to inspire creativity and enrich life. To achieve that goal, we are committed to celebrating our diverse voices and to creating an environment that reflects the many communities we reach. We are passionate about this and hope you are too.
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