AI Engineer - Global Strategy Consultant
Core
Building enterprise-safe AI-native decision-system assets for energy, commodities, financial, trading, and industrial operations by turning quantitative prototypes into reusable tools, services, and applications.
Role type
Senior IC AI Engineer (Strategy Consultant)
Builds
Cloud-hosted services, locally distributed desktop applications, agent-assisted systems, APIs, and workflow products 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, data pipelines, model-serving, machine learning workflows, agentic orchestration, authentication, role-based access control (RBAC), observability, security, release discipline, regression testing, experiment frameworks
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, MCP
Responsibilities
Turn quantitative prototypes into reusable tools and services; ship across cloud-hosted services and locally distributed desktop applications; build enterprise hardening including authentication, RBAC, and security; build evaluation and regression discipline into the productization layer; work closely 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 CI/CD pipelines; design opinionated agentic harnesses with control-plane behavior and tool integration.
Seniority
Senior, hands-on IC