Senior AI/ML Engineer

Stelle nicht auf LinkedIn

🕒 vor 1 Tag

🇺🇸 Vereinigte Staaten – Remote

⏰ Vollzeit

🟠 Senior

🤖 KI-Ingenieur

🗣️🇺🇸🇬🇧 Englisch erforderlich

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Logo of The Disruptors Den

The Disruptors Den

51 - 200 Mitarbeiter

Gegründet 2023

🤝 B2B

🌍 Soziale Wirkung

B2B • Startup • Social Impact

The Disruptors Den ist eine Organisation, die sich auf Innovation und Unternehmertum konzentriert und eine Plattform für Startups und neue Ideen bietet, um zu gedeihen. Sie dient als Gemeinschaft für Disruptoren und Visionäre, die den Status quo herausfordern und Veränderungen in ihren jeweiligen Branchen vorantreiben möchten. Das Ziel von The Disruptors Den ist es, gleichgesinnte Individuen zu verbinden und ein Umfeld zu schaffen, das Wachstum und Zusammenarbeit fördert.

Beschreibung

• Own the competency navigation algorithm behind the Learner-Competency-Mapper, including its design, implementation, and update dynamics as real data arrives • Encode the prerequisite structure of the domain and its priors so the model performs from a cold start and improves as learners progress • Build pipelines that turn unstructured platform data into signal • Develop a constrained LLM-as-judge to assess whether Chidi is effective, including model selection, evaluation design, and awareness of judges’ failure modes • Build behavioural and at-risk profiling and models that evaluate learners for the Grader-Competency-Pulser as platform feedback data accumulates • Grow the platform’s capabilities into genuine ML and data-science work as the data asset develops

🎯 Anforderungen

• Real depth in probabilistic/Bayesian modelling, including designing models from domain structure rather than only fitting them to data • Strong Python skills and ability to ship production pipelines, not just notebooks • Evaluation design experience or judgment to build evaluation systems quickly • Serious probabilistic modelling of structured domains such as recommenders, knowledge graphs, or causal inference • Careful reasoning about assumptions and cold-start model priors • Ability to learn unfamiliar domains quickly • Ability to discuss a model that was wrong and how it was evaluated • BKT/KST or psychometrics exposure (desirable, not required) • MLflow or similar experiment tracking (desirable, not required) • Knowledge graphs (desirable, not required) • Self-drive and work ethic for small-team and virtual collaboration • Constant communication using web collaboration and video conferencing • Willingness to continually develop capabilities and attain certifications

🏖️ Vorteile

• Virtual working • Encouragement to continually develop capability and attain certifications • Interaction with colleagues and customers in different physical locations internationally

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