SynthBee Inc. · Pembroke Pines, FL

Salary
Posted
Jul 12, 2026
Location
Pembroke Pines, FL
Last confirmed open
Jul 20, 2026

What this job asks for AI summary

A machine learning research and development role at SynthBee focused on building and evaluating ML models — including transformers and diffusion models — across large, complex datasets. The work spans applied research, early-stage product ideation, and contributing to system architecture alongside data engineers and software developers. Best suited to someone with hands-on experience in model training, fine-tuning, and deployment at scale.

Mid level · National

Must have (11)
Machine LearningDeep LearningTransformersDiffusion modelsPython, C++ or JavaTensorFlow, PyTorch, scikit-learn or KerasPandasSparkA/B testingmodel trainingmodel deployment

“or” means any one of them counts — you don't need all of them.

We read this from the posting text with AI. Skim the description below before ruling yourself out.

How this req sits in the market our data

What gives you an edge
Transformers9%

Rare in this occupation — lead with these, and say what you built with them.

What won't set you apart
Python88%Machine Learning80%Pandas72%TensorFlow58%A/B testing45%Deep Learning40%

Most people in this occupation already list these. Still required — just not what gets you shortlisted.

What the occupation pays Median $122,874 (middle half $87,544–$162,374).

Estimated from BLS employment for this occupation and area, per-skill prevalence across our listing corpus, and published wage benchmarks — as of Jul 28, 2026. It is a model, not a headcount.

Why we read it this way (5)

No experience level, title seniority, or degree requirement is stated. Seniority is assessed as Mid based on the scope of responsibilities (contributing to, assisting with architecture, partnering with cross-functional teams) rather than leading or owning org-wide strategy.

The ML frameworks (TensorFlow, PyTorch, Scikit-learn, Keras) are listed together as interchangeable options under the Skills section; TensorFlow is used as the primary with the others as alternatives.

Python, C++, and Java are listed as interchangeable programming language options; Python is used as the primary.

All skills are drawn from the 'Skills' and 'Knowledge' sections of the posting, which function as the requirements block. No separate 'Nice to have' or 'Preferred' section exists.

The role blends ML research and applied ML engineering; 15-1252 Software Developers is noted as a plausible alternative given the product development and architectural design responsibilities.

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