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Digital Software Engineering Lead Analyst - Vice President

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Citi

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Location:
United States , Tampa

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Category:
IT - Software Development

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Contract Type:
Not provided

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Salary:

125600.00 - 188400.00 USD / Year
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Job Description:

The Digital Software Engineering Lead Analyst is a strategic technical leader responsible for designing and engineering enterprise-grade Agentic AI solutions capable of integrating data from multiple heterogeneous systems and operating reliably at scale. You will act as a hands-on architect, engineer, and partner to cross-functional teams—including Data Engineering, Architecture, Enterprise Platforms, and Product—defining the technical approach, AI system design, and integration patterns needed to build robust fault-tolerant AI agents and AI-driven automation capabilities. This role requires deep technical breadth across machine learning, LLMs, data pipelines, cloud engineering, orchestration, and modern AI frameworks. The solutions you design will enable strategic automation, cognitive decisioning, and dynamic multi-agent workflows across the organization.

Job Responsibility:

  • Design and build agentic AI systems, including autonomous agents, multi-agent orchestration, tool use, and adaptive decision-making workflows
  • Architect fault-tolerant, scalable AI solutions using modern agent frameworks
  • Define the end-to-end AI system blueprint, including knowledge integration, orchestration, pipelines, observability, governance, and failover strategies
  • Evaluate and select LLMs, embeddings, vector stores, and middleware best suited for complex enterprise requirements
  • Partner with engineering teams to aggregate, ingest, and harmonize data from multiple systems
  • Design robust data pipelines optimized for LLM workloads
  • Implement mechanisms for ensuring data freshness, quality, and fault tolerance across distributed systems
  • Build advanced Retrieval-Augmented Generation (RAG) architectures
  • Develop, tune, and deploy applications leveraging major LLMs
  • Engineer prompts, system instructions, and reusable prompt templates for deterministic AI behavior
  • Implement safety guardrails, evaluation pipelines, and bias/error mitigation strategies
  • Develop cloud-native GenAI applications using containerized infrastructure
  • Build and support production-grade MLOps / AIOps pipelines
  • Partner with engineering teams to ensure secure, compliant deployment of all AI workloads
  • Serve as technical SME for AI engineering patterns, solution design, and architecture
  • Mentor mid-level engineers and analysts
  • Influence product and platform strategy by providing insights on emerging GenAI and agentic technologies

Requirements:

  • 10+ years of experience in software engineering, AI/ML engineering, systems architecture, or related fields
  • Proven experience designing and deploying enterprise-grade AI Systems in production
  • Strong foundations in ML, NLP, embeddings, statistics, neural networks, and LLMs
  • Extensive hands-on experience with LLMs: Gemini, OpenAI, Claude, Mistral, Llama, open-source models, etc.
  • Deep expertise in RAG architectures, including retrieval optimization, vector search, and semantic data modeling
  • Experience building agentic AI using Google_ADK or langGraph
  • Strong proficiency in Python and libraries such as: Pandas, NumPy, scikit-learn, PyTorch, TensorFlow, Transformers, FastAPI, LangChain, LlamaIndex
  • Hands-on experience with vector databases: Pinecone, PGVector, MongoDB Atlas Vector Search, Neo4j, Milvus, etc.
  • Experience building pipelines for large-scale unstructured data processing
  • Strong CI/CD experience: GitLab CI, Jenkins, Azure DevOps, ArgoCD, GitHub Actions
  • Expertise deploying GenAI solutions in production using: Kubernetes, Docker, Helm, serverless runtimes, or cloud-native LLM services
  • Experience with monitoring, observability, and logging frameworks relevant for AI workloads
  • Exceptional problem-solving and analytical skills
  • Ability to execute independently while operating effectively in ambiguity
  • Strong collaboration skills across engineering, architecture, and product teams
  • Deep commitment to ethics, transparency, and responsible AI usage
  • Bachelor’s degree or equivalent experience required

Nice to have:

  • Experience building AI systems in regulated or enterprise environments
  • Experience using knowledge graphs, graph databases, or enterprise metadata systems
  • Familiarity with AIOps, agent monitoring, or AI governance frameworks
  • Master’s degree preferred
What we offer:
  • medical, dental & vision coverage
  • 401(k)
  • life, accident, and disability insurance
  • wellness programs
  • paid time off packages, including planned time off (vacation), unplanned time off (sick leave), and paid holidays
  • discretionary and formulaic incentive and retention awards

Additional Information:

Job Posted:
March 13, 2026

Expiration:
March 19, 2026

Employment Type:
Fulltime
Work Type:
Hybrid work
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