ML & Analytics Engineer: Predictive Insights for Real Estate

Building Engines; Belen (NM); On-site; USD 110,000 - 150,000; Full time

Job summary

JLL is seeking a Mid-Level Machine Learning & Analytics Engineer to bridge predictive modeling, data architecture, and business strategy. You will design end-to-end data pipelines, build predictive ML models, and create actionable analytics frameworks that drive core product decisions.

You will collaborate with Data Engineers, Product Managers, and Business Stakeholders to transform complex structured and unstructured data into scalable, production-grade ML models and interactive analytical

Qualifications

• 3-5 years hands-on experience in ML/analytics or data science.
• Bachelor’s degree or higher in CS, Statistics, Data Science, Mathematics, Engineering, or related field.
• Strong English communication skills across stakeholders.
• Experience deploying ML systems in live production environments.
• Experience managing feature extraction, hyperparameter tuning, model validation, and cross‑validation.
• Familiarity with dimensional schema architecture and enterprise data strategies.

Responsibilities

• Predictive & ML Modeling: build, evaluate, and fine-tune supervised/unsupervised models (e.g., churn, LTV, recommendations).
• Advanced Analytics & Experimentation: design A/B tests, hypothesis testing, and causal inference models.
• Data Engineering & Pipeline Development: construct ETL/ELT pipelines using SQL and Python to create feature-ready data.
• Analytics Engineering & BI: model data for dashboards with dbt; build star/snowflake schemas; enable self-service BI (Tableau/Looker/Power BI).
• Model Deployment & Monitoring: wrap models into APIs (FastAPI) and monitor data drift and pipeline health.
• Cross-Functional Translation: communicate methodologies and insights to non-technical leaders.

Skills

ML & Analytics

English communication

Production ML deployment

Education

Bachelor’s degree or higher in CS/Stats/DS/Math/Engineering

Tools

SQL

Python

dbt

Tableau

Looker

Power BI

Job description

JLL is seeking a Mid-Level Machine Learning & Analytics Engineer to bridge predictive modeling, data architecture, and business strategy. You will design end-to-end data pipelines, build predictive ML models, and create actionable analytics frameworks that drive core product decisions.

You will collaborate with Data Engineers, Product Managers, and Business Stakeholders to transform complex structured and unstructured data into scalable, production-grade ML models and interactive analytical