AI Engineer - Global Strategy Consultant
Core
Engineer role building enterprise-safe AI-native decision-system assets for energy, commodities, financial, trading, and industrial operations, turning quantitative prototypes into reusable tools, services, and workflow products.
Role type
Senior IC AI Engineer (Strategy & Productization)
Builds
Enterprise-ready interfaces, packaged desktop applications, APIs, services, workflow systems, and agent-assisted harnesses for expert users and client stakeholders.
Domain
Energy, commodities, financial, trading, and industrial operations
Deliverable
production ML models | product features | infrastructure
Required skills
Python, TypeScript/JavaScript, backend services, APIs and integrations, full-stack delivery, data pipelines, model-serving, machine learning workflows, agentic orchestration, enterprise hardening (authentication, RBAC, observability, security, release discipline, regression testing)
Preferred skills
Tool-using systems, retrieval, evaluation pipelines, agent orchestration, MCP-style integrations, expert-facing interfaces, desktop application packaging, forecasting, anomaly detection, optimization, time-series systems
Technologies
Python, TypeScript, JavaScript, Electron, LLMs, CI/CD, MCP
Responsibilities
Turn quantitative prototypes into reusable tools and workflow products; build enterprise hardening and evaluation frameworks; work with quant leads to ensure model logic survives production; make pragmatic architecture choices across LLMs, deterministic rules, and hybrid systems; own data flows, APIs, and agent-assisted harness layers; design opinionated harnesses for MCP integration.
Seniority
Senior, hands-on IC