Centific
Research Intern — Applied Reinforcement Learning
Remote Work( USA) · Intern · Internship
Sponsorship not specified$35k-$45kDetected 20 days ago
PythonFastAPIgRPCMachine LearningPyTorchLLMsRAGAgentic AIA/B TestingLogisticsResearchMentoring
About the role
- About Centific Centific is a frontier AI data foundry that curates diverse, high-quality data, using our purpose-built technology platforms to empower the Magnificent Seven and our enterprise clients with safe, scalable AI deployment.
- Our team includes more than 150 PhDs and data scientists, along with more than 4,000 AI practitioners and engineers.
- Our zero-distance innovation™ solutions for GenAI can reduce GenAI costs by up to 80% and bring solutions to market 50% faster.
Requirements
- Strong Python and PyTorch skills with GPU-based training experience
- Experience with LLMs and post-training techniques (RLHF, DPO, PPO, etc.)
Nice to have
- Experience with RL environments (Gymnasium, RLlib, Stable Baselines)
- Research in offline RL, model-based RL, or hierarchical RL
- Publications at top ML conferences ( NeurIPS, ICML, ICLR, ACL)
- Experience with simulation, synthetic data, or multi-agent systems
- Distributed training and large-scale experimentation
- RL libraries (Gymnasium, RLlib, Stable Baselines)
- APIs/services ( FastAPI, gRPC)
- optimization (ONNX, TensorRT)
Skills
- PyTorch, CUDA; RL libraries (Gymnasium, RLlib, Stable Baselines)
- LLM frameworks and post-training tools (TRL, custom RLHF pipelines)
- Experiment tracking (Weights & Biases)
- APIs/services ( FastAPI, gRPC); optimization (ONNX, TensorRT)
- Duration: 3-6 months
- End-to-end RL pipelines for agentic systems (simulation → training → evaluation)
- Alignment of LLM-based agents using RLHF, DPO, PPO, and emerging methods
- Design of reward functions, verifiers, and evaluation frameworks
- Simulation environments (digital twins) for enterprise workflows
- Scalable training and inference for RL-based systems
- Prototype an agentic system with tool use and multi-step reasoning, integrated with RL training
Compensation
- $35k-$45k
Benefits
- Competitive stipend and real-world impactful projects
Equal opportunity
- Equal Opportunity Employer.
Visa & Work Authorization
- pplicants will receive consideration for employment without regard to race, color, religion, national origin, ancestry, citizenship status, age, mental or physical disability, medical condition, sex (including pregnancy)
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