This is a fully remote position, open to applicants in Colombia, +5 more countries.

📋 Description

• Create content for Jala University's Master's program in AI Systems Engineering

• Develop a tuned model along with an audit report that encompasses SFT, PEFT/LoRA, DPO/KTO, verifier-driven RL, domain-data preparation, preference optimization, and alignment-auditing methodology

• Design module content, labs, an evaluation rubric, and an instructor's guide

• Personally develop the deliverable to meet production standards

• Guarantee reproducibility through pinned dependencies, containerization, seeded runs, and well-documented decoding parameters

⛳️ Requirements

• Over 5 years of experience in delivering production software

• More than 2 years of experience in production AI/ML

• Expertise in production SFT, PEFT, and preference optimization using real domain data

• Proven track record in alignment auditing

• Comfortable working at a multi-GPU scale and maintaining discipline regarding run lineage

• Capability to personally build the artifact to production standards

• Public writing samples demonstrating technical explanations, including documentation, workshop materials, a book chapter, or contributions to an open-source project known for its documentation

• Proficiency in writing to publication standards

• Discipline in ensuring reproducibility, including pinned dependencies, containerization, seeded runs, and documented decoding parameters

• Professional proficiency in written English

• Familiarity with Axolotl, Unsloth, PEFT, TRL, Hugging Face Inference Endpoints, Modal (H100 / A100 80GB), Weights & Biases, and OpenRouter