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BIP Ventures · 3 months ago

AI Engineer | Venture Capital | Investment & Investor Success Operations

Atlanta, GA

Full-time

Hybrid

Mid Level

3+ years exp

BIP Capital is an integrated private market investment platform that focuses on creating opportunities through its venture capital division, BIP Ventures. They are seeking an AI Engineer to design, build, and deploy AI systems that enhance venture capital operations, focusing on intelligent agents to improve efficiency and decision-making.

Asset ManagementFinanceFinancial ServicesVenture Capital

Growth Opportunities

Responsibilities

AI Agent Development & Maintenance

Build agents to support Investment operations and Investor Success operations

Knowledge Base Integration

Connect agents to internal and external knowledge bases, including proprietary datasets, CRM systems, and investor platforms

Architect pipelines for real-time data ingestion and inference

MCP Interfacing & Requirements Definition

Collaborate with product and development teams to define detailed input/output requirements for agent integration with MCP (Managed Client Platform)

Translate business needs into technical specifications

Model Development and Optimization

Train, fine-tune, and deploy machine learning models to enhance agent intelligence and web-based features

Optimize models for efficiency, scalability, and low-latency performance in production environments

Stakeholder Collaboration & Enhancement Strategy

Work closely with business stakeholders and product teams to refine agent capabilities and analyze performance outcomes

Drive continuous improvement through feedback loops and usage analytics

AI Enablement & Training

Train internal teams on effective AI usage in daily workflows, including prompt engineering, agent orchestration, and automation best practices

Develop documentation and conduct workshops to promote adoption

Portfolio Company Support

Evaluate and support AI initiatives across portfolio companies, identifying opportunities for agent deployment and operational efficiency

Provide technical consulting and integration guidance

Qualification

AI/ML engineeringAgent-based architecturesNodeJS / PythonTensorFlow / PyTorchNLPKnowledge graph integrationRESTful API designAWS AI ToolsRegulatory compliance awarenessVenture capital familiarityCommunication skillsCross-functional collaboration