AI-Driven Cost Engineering Data Engineer

Groupe SEGULA Technologies SA; Mexico; On-site; PHP 7,353,000 - 11,029,000; Full time

Job summary

Groupe SEGULA Technologies SA is seeking a senior AI/ML leader to design, build, and deploy production-grade AI systems for cost estimation, optimization, and decision support. You will own end-to-end pipelines and collaborate with cost engineers, data engineers, and business stakeholders.

You will drive MLOps, implement LLM-powered applications, and ensure governance, security, and responsible AI across enterprise platforms such as Databricks, Snowflake, Azure, and AWS.

Responsibilities

• Design, develop, and deploy scalable AI/ML models tailored for cost engineering.
• Build and maintain end-to-end ML pipelines (data ingestion, feature engineering, model training, validation, deployment).
• Implement model monitoring, automated retraining, and continuous performance optimization in production environments.
• Apply robust MLOps practices for versioning, testing, monitoring, lifecycle management, and CI/CD pipelines.
• Design, develop, and deploy production-ready LLM-powered applications (copilots, chatbots, knowledge assistants) for cost engineering use cases.
• Implement RAG architectures, vector databases, and multi-agent orchestration utilizing enterprise data sources.
• Collaborate with data engineers to integrate AI solutions into enterprise data platforms (Databricks, Snowflake, Palantir Foundry, Azure, AWS, ServiceNow, Power Platform).
• Work across structured and unstructured data assets (BOMs, supplier data, costing data, engineering documents).
• Integrate AI capabilities directly into cost engineering tools, executive dashboards, and operational business workflows.
• Collaborate with onshore/offshore cross-functional teams and translate domain problems into actionable AI/ML solutions.
• Partner with business stakeholders to define requirements, success metrics, and KPIs.
• Provide technical leadership, mentor junior engineers, and promote AI capability building.
• Ensure AI solutions comply with enterprise data governance, security, traceability, and responsible AI standards.

Job description

Groupe SEGULA Technologies SA is seeking a senior AI/ML leader to design, build, and deploy production-grade AI systems for cost estimation, optimization, and decision support. You will own end-to-end pipelines and collaborate with cost engineers, data engineers, and business stakeholders.

You will drive MLOps, implement LLM-powered applications, and ensure governance, security, and responsible AI across enterprise platforms such as Databricks, Snowflake, Azure, and AWS.