Software Engineer III at American IT Systems LLC | Torre
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Software Engineer III

You'll architect multimodal AI datasets and tools, shaping the future of talent innovation.
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Full-time

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Emma of Torre.ai
about 19 hours ago

Requirements and responsibilities


What you'll doDesign human and model-based datasets for training and evaluating MLLMs (image/video/audio/text data).Run frontier model evaluations and implement common metrics.Use MLLMs to bootstrap, augment, and rebalance datasets.Fine-tune models on labelled datasets.Ship annotation task UIs and data-heavy internal tools (React/TypeScript).Run secure ingestion pipelines from warehouse/warm-storage/flat files at scale.1 ML/AI fundamentals - fine-tuning (SFT/preference), prompting, model-based eval, and the failure modes of each.2 At least one year of hands-on work in the field. Multimodal dataset experience - building image/video/audio/text datasets to train or evaluate models.3 Strong Python + ML tooling - PyTorch (or equivalent), HF ecosystem, comfort running training/sampling jobs on real infra.4 Web/UI engineering - production React/TypeScript; design, vibe code and ship clean, usable interfaces for annotation and internal tools.5 Data pipelines - SQL plus reliable large-scale data movement: batching, idempotent dedupe, parallelism, retries.7 Experience in mid sized tech, preference for (Google, Apple, Meta, or other FAANG)Nice-to-have SkillsMS or PhD in AI or related field.Research track record in MLLMs - demonstrated through publications or impactful contributions to major projects.Open-source contributions - experience shipping and maintaining public-facing repositories.Years of overall experience required5-10+ years of hands-on experience in building multimodal datasets, implementing machine learning evaluations, and developing production-level data and annotation tools.Degrees/certifications required?Academic background in Computer Science, Engineering, or a related quantitative discipline
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