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Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates expertise in designing and building generative artificial intelligence applications using large language models, with strong proficiency in Python and experience in agent-based systems and workflows. Capable of integrating AI solutions with enterprise platforms and evaluating model performance for accuracy and reliability.
Highest-signal resume keywords
Generative Artificial IntelligenceLarge Language ModelsAgent-Based SystemsPython ProgrammingMachine Learning Frameworks
ATS Keywords
Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills
Generative Artificial IntelligenceLarge Language ModelsAgent-Based SystemsPython ProgrammingMachine Learning FrameworksFlaskFastAPIVector DatabasesRetrieval-Augmented GenerationPrompting Techniques
Tools & Technologies
Amazon Web ServicesGoogle CloudMicrosoft AzureScikit-learnTensorFlowPyTorchKerasPandasLangChainOpenAI Assistants API
Industry Keywords
Artificial IntelligenceAgentic WorkflowsHuman-in-the-LoopContinuous IntegrationData Governance
Tech Stack
Tools & technologiesAWSAzureCloudFlaskKerasPandasPythonPyTorchScikit-LearnTensorflow
About the role
Key responsibilities & impact- Design and build generative artificial intelligence applications using proprietary and open-weight large language models
- Develop agent-based systems and workflows supporting planning, memory, tool use, orchestration, human oversight and autonomous tasks
- Integrate artificial intelligence solutions with enterprise platforms, application programming interfaces and business workflows
- Build and deploy representational state transfer services using Flask or FastAPI
- Evaluate model, agent and system performance, including accuracy, reliability, grounding and safety
- Help turn emerging technologies into practical solutions applied across the organization
- Collaborate within a team of solution architects, data scientists and machine learning engineers
Requirements
What you’ll need- At least 10 years of overall professional experience, including at least four years working with artificial intelligence, generative artificial intelligence or agent-based artificial intelligence
- Experience designing and building GenAI-powered applications using open and proprietary LLMs
- Experience building agent-based systems with planning, memory, tool use, and orchestration
- Experience implementing agentic workflows, including multi-agent, human-in-the-loop, and autonomous tasks
- Hands-on experience with large language models, prompting techniques, structured outputs, model routing, context management, memory management and retrieval-augmented generation
- Strong proficiency in Python
- Experience with machine learning frameworks and libraries such as scikit-learn, TensorFlow, PyTorch, Keras or pandas
- Experience with vector databases and retrieval systems
- Experience with cloud platforms such as Amazon Web Services, Google Cloud or Microsoft Azure
- Experience with services built with Flask or FastAPI
- Bachelor's degree in engineering or a related field, or an equivalent combination of education, training and work experience
- Preferred: experience fine-tuning LLMs, including parameter-efficient approaches such as low-rank adaptation and quantized low-rank adaptation
- Preferred: familiarity with LangChain, LlamaIndex, AutoGen or the OpenAI Assistants API
- Preferred: knowledge of production machine learning operations, continuous integration and delivery, monitoring, observability, security, compliance and data governance
Benefits
Comp & perks- Opportunities to make an impact in fintech
- Internal career growth opportunities
- Personal and professional learning
- Inclusive, diverse work environment
- Resources to give back to your community
