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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 implementing Retrieval-Augmented Generation (RAG) pipelines and AI models to enhance customer service automation. Proficient in prompt engineering, fine-tuning techniques, and integrating AI systems into operational frameworks to drive efficiency and customer satisfaction.
Highest-signal resume keywords
Retrieval Augmented Generation (RAG)Machine Learning Model DevelopmentPython ProgrammingAI Tools and Software DevelopmentCross-Functional Team Collaboration
ATS Keywords
Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills
Machine LearningPrompt EngineeringModel TuningData AnalysisAI System DesignLLM OrchestrationCloud ComputingVector DatabasesEmbeddingsAI Tool Development
Soft Skills
Customer-Focused ApproachCollaboration Skills
Tools & Technologies
ClaudeOpenAIGleanLangChainADK
Certifications & Qualifications
Certified Analytics Professional (CAP)Machine Learning CertificationCertified Data Scientist (CDS)
Industry Keywords
AI AutomationEnterprise Knowledge SourcesService WorkflowsFeature RolloutsModel Evaluation
Tech Stack
Tools & technologiesCloudPython
About the role
Key responsibilities & impact- Design and implement retrieval-augmented generation (RAG) pipelines to ground AI responses in enterprise knowledge sources
- Develop AI models to enhance customer service automation capabilities with measurable improvements
- Apply prompt engineering and fine-tuning techniques to optimize AI system performance
- Create AI tools that support integration of AI-driven improvements into operational frameworks
- Collaborate with cross-functional teams to integrate AI systems effectively
- Design AI systems that improve interaction capabilities within complex service workflows
- Contribute to strategic AI initiatives advancing customer satisfaction and efficiency
- Configure GenAI platforms such as Claude, OpenAI, and Glean
- Establish pilot groups and manage controlled feature rollouts from test groups to enterprise-wide deployment
- Build systems that scan company agents, identify policy drift, excessive token use, and deprecated models, and deploy fixes at scale
- Own model evaluation harnesses, model cards, and ongoing model risk checks
- Perform other duties and projects as assigned by business management
Requirements
What you’ll need- Bachelor's Degree plus 3 years of related work experience OR advanced degree plus 1 year of related work experience
- Acceptable areas of study include Computer Science, Engineering, Artificial Intelligence, and Data Science
- 2+ years developing and deploying machine learning models, including fine-tuning and prompt engineering
- 2+ years of experience with AI tools and software development using programming languages such as Python or R
- 2+ years collaborating with cross-functional teams to integrate AI solutions into business workflows
- Knowledge of Retrieval Augmented Generation (RAG), vector databases, and embeddings
- Knowledge of LLM orchestration and RAG workflow design
- Python and LLM orchestration frameworks such as LangChain and ADK
- Cloud computing, including RAG deployment, LLM application infrastructure, and vector database/cloud AI services
- Data analysis
- Model tuning
- Customer-focused approach
- Collaboration skills
- At least 18 years of age
- Legally authorized to work in the United States
- Travel is not required
- Certified Analytics Professional (CAP) certification preferred
- Machine Learning Certification preferred
- Certified Data Scientist (CDS) certification preferred
Benefits
Comp & perks- Annual stock grant
- Employee stock purchase plan
- 401(k)
- Free, year-round money coaches
- Annual bonus or periodic sales incentive or bonus, based on role
- Medical insurance
- Dental insurance
- Vision insurance
- Flexible spending account
- Paid time off
- Up to 12 paid holidays
- Paid parental and family leave
- Family building benefits
- Back-up care
- Enhanced family support
- Childcare subsidy
- Tuition assistance
- College coaching
- Short- and long-term disability
- Voluntary AD&D coverage
- Voluntary accident coverage
- Voluntary life insurance
- Voluntary disability insurance
- Voluntary long-term care insurance
- Mobile service and home internet discounts
- Pet insurance
- Commuter and transit programs
- Career growth opportunities
