Academic Content Developer (AI Optimization & Foundations)
Jalasoft · Mexico
Apply & track with Apply EdgeJala University is an innovative initiative designed to bridge the gap between academia and industry by delivering practical education tailored to industry needs, with a unique educational model integrating experts from both academia and industry.Our goal is to transform the economies of underserved regions through the software industry, creating professional opportunities that impact individuals, communities, and regions, while leaving a lasting legacy for future generationsRequirementsMasters Degree in Computer Science or related5+ years shipping production software, including 2+ years in production AI/MLAble to implement optimizers from first principles (not by calling a framework's built-in optimizer) and instrument gradient flow, learning-rate schedules, and regularization diagnosticsWorking fluency in probability and information theory (likelihood, entropy, KL divergence)Able to personally build a course artifact to production standard, including an instrumented optimizer and analytical briefHands-on with Python, NumPy, scikit-learn, PyTorch (basics through autograd/custom optimizer loops), Jupyter, Docker, one cloud VM (AWS/GCP/Azure), Weights & Biases, Modal (CPU + T4/A10), matplotlibPublic writing samples showing technical explanation (docs, workshop material, book chapter, or open-source project known for its docs), including ability to write to publication standardReproducibility discipline (pinned dependencies, containers, seeded runs, documented decoding parameters)Professional written EnglishBenefitsRemote work modality (home office).Joining a dynamic and growing organization with international reach.