At Reinforce Labs, we build AI systems that help make complex, high-impact applications safer and more reliable. Our work spans both sides of the problem: developing generative tools that expose weak points in existing workflows, and building intelligent systems that help human operators navigate uncertainty, scale judgment, and take action with greater speed and clarity.
This is a hands-on, deeply technical role. You’ll work on high-ambiguity, high-impact problems where the path isn’t obvious but the stakes are real. Projects include:
Developing AI-driven probes to uncover edge-case failures in critical workflows
Building classifiers to surface subtle violations, risks, or anomalies
Training generative models that simulate rare or high-risk inputs
Designing systems that enhance human decision-making under pressure
Prototyping and deploying intelligent tools that help operators respond faster
We care about real-world outcomes. You’ll work across research and engineering boundaries, and ship tools that help protect people and platforms at scale.
Deep experience with machine learning (LLMs, NLP, RL, deep learning, etc.)
Hands-on experience training and shipping models in production
Proficiency in Python
Strong judgment and ability to move through ambiguity
Experience working across both research and software boundaries
Motivation to use AI to defend, not just to demo
(a big plus) Experience with trust & safety, moderation, or security-focused ML
An advanced degree in computer science or a related field is valued.
Familiarity with LLM prompt attacks, jailbreaks, reward modeling, or eval tools
Experience building safety ops tools or automating nuanced workflows
Familiarity with Cloud based ML infra (Ray, SageMaker, W&B, etc.)
Knowledge of at least one systems language (e.g. C++, Rust, Go)
Publication in top tier conferences (ICLR, ICML, Neurips, ACL ..) or open-source contributions
Reinforce Labs is a small team with a clear mission: use AI to make critical systems safer, not just smarter.
We move fast. We help each other. We take our work seriously and ourselves lightly.
We don’t do politics, theater, or prestige. We build.
We value:
Technical excellence
Ownership and urgency
Clarity over noise
Being good to each other while doing hard things
You are:
Hands-on, curious, and driven
Honest and thoughtful under pressure
Obsessed with building things that matter
Humble enough to learn, and confident enough to lead
You are not:
Lazy
Political
Posturing
Coasting on credentials
Build both offensive and defensive AI to test and secure real systems
Work on meaningful, high-stakes problems
Ship fast, own what you build, and see it used
Help shape a team and culture with high trust and high integrity
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