Hybrid AI Engineer AVP, Production ML & LLMs

State Street Corp; Kraków; Hybrid; PLN 164,000 - 200,000; Full time

Benefits offered by this job

Permanent contract from day one

Additional holidays

Gold Medical Package

Premium life insurance

Skills training and development

Volunteer days and well-being programs

Senior benefits vary by role

Flexible work-life support

Job summary

State Street Corp is seeking an AI Engineer, Assistant-Vice President, to lead hands-on development of production-grade AI solutions across enterprise platforms. You will design, deploy, and scale AI systems, including LLM-based apps, RAG pipelines, embeddings, and agent workflows, with a focus on security, governance, and regulatory alignment.

The role emphasizes MLOps/LLMOps, performance optimization, and integrations with Databricks, Azure, or AWS.

Qualifications

• Minimum 8–10 years of relatable experience, including 3+ years in AI/ML/Generative AI
• Strong Python programming and production AI/ML system experience
• Experience with microservices, API-based architectures, and end-to-end AI deployments

Responsibilities

• Design, build, and deploy production AI/ML solutions
• Develop LLM-based applications including prompt engineering and inference workflows
• Build RAG pipelines from structured and unstructured data
• Implement embeddings, semantic search, and vector-based retrieval
• Develop agent-based and multi-step AI workflows
• Deliver AI services and APIs for enterprise use
• Apply MLOps/LLMOps, including deployment, versioning, and monitoring
• Optimize systems for latency, scale, and cost
• Integrate AI with Databricks, Azure/AWS platforms
• Ensure data readiness and governance for AI use cases
• Collaborate with data teams to support AI-driven pipelines

Skills

Python

Microservices

API-based architectures

Generative AI

LLMs

Prompt engineering

RAG pipelines

Embeddings

Vector search

Agent-based AI workflows

MLOps / LLMOps

Databricks

Azure AI / AWS AI services

Deployment & monitoring

Latency optimization

Collaboration

Education

B.S. in CS, Engineering, Math, Physics or related technical field

MS preferred

Tools

Databricks

Snowflake

Job description

State Street Corp is seeking an AI Engineer, Assistant-Vice President, to lead hands-on development of production-grade AI solutions across enterprise platforms. You will design, deploy, and scale AI systems, including LLM-based apps, RAG pipelines, embeddings, and agent workflows, with a focus on security, governance, and regulatory alignment.

The role emphasizes MLOps/LLMOps, performance optimization, and integrations with Databricks, Azure, or AWS.