AI Engineer - Trading Analytics
BH-332348
Posted: 09/04/2026
- Market rates
- United States Texas Houston
- Contract
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IT
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Oil & Gas
We are hiring an AI Engineer with a strong data engineering foundation and a passion for building analytics that directly support trading decisions. This role sits close to the front office and involves partnering with traders and trading analysts to rapidly deliver AI‑powered insights across market pricing and fundamental data.
You will work in a fast‑paced, collaborative environment where speed, clarity, and production‑ready delivery matter. Strong communication skills are essential, as you will help translate open‑ended business questions into actionable, scalable analytics solutions.
What You’ll Do
With over 90 years' combined experience, NES Fircroft (NES) is proud to be the world's leading engineering staffing provider spanning the Oil & Gas, Power & Renewables, Chemicals, Construction & Infrastructure, Life Sciences, Mining and Manufacturing sectors worldwide. With more than 80 offices in 45 countries, we are able to provide our clients with the engineering and technical expertise they need, wherever and whenever it is needed. We offer contractors far more than a traditional recruitment service, supporting with everything from securing visas and work permits, to providing market-leading benefits packages and accommodation, ensuring they are safely and compliantly able to support our clients.
You will work in a fast‑paced, collaborative environment where speed, clarity, and production‑ready delivery matter. Strong communication skills are essential, as you will help translate open‑ended business questions into actionable, scalable analytics solutions.
What You’ll Do
- Design, build, and deploy AI‑driven analytics for front‑office use, including seasonality analysis, correlation, regression, forecasting, and scenario modelling
- Develop reusable and scalable data pipelines using Databricks, PySpark/Spark, Delta Lake, and Unity Catalog, with a focus on performance, reliability, and cost efficiency
- Perform statistical and econometric analysis on large‑scale market and fundamentals time‑series datasets
- Work directly with traders and analysts to shape requirements, iterate quickly, and clearly communicate analytical insights
- Build and operate LLM‑based and agentic workflows, including prompt engineering, retrieval‑augmented generation, tool calling, orchestration, and safety guardrails
- Productionize solutions using strong engineering practices, including testing, observability, versioning, documentation, and monitoring
- Hands‑on experience with Databricks and Spark, including PySpark, SQL, Delta Lake, and Unity Catalog
- Strong data engineering expertise covering ingestion, modelling, orchestration, and performance tuning
- Solid grounding in statistics, economics, and data science, particularly for market and time‑series analysis
- Experience developing and integrating LLM solutions, including agent workflows and retrieval patterns, within data‑rich environments
- Familiarity with modern engineering toolchains such as CI/CD, infrastructure as code, ML lifecycle tooling, feature stores, vector databases, and data governance
- Excellent stakeholder and communication skills, with the confidence to work closely with trading teams and deliver value quickly
- Hybrid working model with high‑touch collaboration alongside trading teams
- Strong bias toward rapid prototyping, user feedback, and iterative improvement, followed by hardening solutions for production
- Emphasis on operational stability through secure, modern CI/CD practices, including automated testing, quality gates, and reliability across development, security, and operations
With over 90 years' combined experience, NES Fircroft (NES) is proud to be the world's leading engineering staffing provider spanning the Oil & Gas, Power & Renewables, Chemicals, Construction & Infrastructure, Life Sciences, Mining and Manufacturing sectors worldwide. With more than 80 offices in 45 countries, we are able to provide our clients with the engineering and technical expertise they need, wherever and whenever it is needed. We offer contractors far more than a traditional recruitment service, supporting with everything from securing visas and work permits, to providing market-leading benefits packages and accommodation, ensuring they are safely and compliantly able to support our clients.