Applied AI Engineer
Castleton Commodities International • Houston, TX, US
3 positions available in Houston. Energy capital with major healthcare, construction, logistics, and service sectors
Castleton Commodities International • Houston, TX, US
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AI/ML engineers develop machine learning models and AI systems that learn from data to make predictions or decisions. They work on model architecture, training, optimization, and deployment to production systems.
The median salary for a AI / ML Engineer in Houston is $103,699 per year. The range is $78K - $136K (P10: $58,569, P90: $177,187). (BLS OEWS 2025) Typical US salary range: $110K - $180K. In Europe: €75K - €120K. Cost of living in Houston is moderate compared to other cities.
Energy capital with major healthcare, construction, logistics, and service sectors. Energy anchors the market, but healthcare, construction, ports, and services hire in volume too.
Top industries: Energy, Healthcare, Construction & Manufacturing, Logistics & Trade.
Sprawling metro area requires cars; remote work agreements are increasingly common across industries.
AI/ML engineers advance to senior ML engineer, research engineer, or ML platform architect; many pursue specialization in specific domains like NLP or computer vision. AI/ML engineering in 2026 is dominated by generative AI, with massive demand for engineers who can fine-tune and deploy LLMs in production environments.
Walk through your model development lifecycle—discuss data preparation, model selection, hyperparameter tuning, and evaluation metrics that matter for the business.
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