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Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates expertise in backend systems architecture, LLM integration, and distributed systems design, with a strong focus on collaboration and technical leadership. Proven ability to mentor engineers and drive technical direction while ensuring system reliability and scalability.
Highest-signal resume keywords
Backend Systems ArchitectureLLM IntegrationDistributed Systems DesignTechnical LeadershipMentoring Engineers
ATS Keywords
Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills
Software EngineeringAPIsService ArchitecturesData PipelinesPrompt EngineeringSQLEvent-Driven ArchitecturesTechnical RoadmapsCross-Team AlignmentPerformance Bottlenecks
Soft Skills
CollaborationCommunicationTechnical GuidanceProblem-SolvingAdaptability
Tools & Technologies
AWSDockerKubernetesCI/CDMetaflowMLflowKafkaSnowflakeDbt
Industry Keywords
Conversational AIChat-Based SystemsML InfrastructureEvaluation FrameworksGuardrails
Tech Stack
Tools & technologiesAWSDistributed SystemsDockerKafkaKubernetesPythonRubySnowflakeSQLGo
About the role
Key responsibilities & impact- Drive the technical vision and architecture for the Admin Copilot Conversational backend, including LLM orchestration, intent detection, context retrieval, and tool execution
- Own end-to-end delivery of complex, cross-cutting features from technical design through implementation, release, and production operation
- Set engineering standards, make key architecture decisions, and ensure reliable, scalable systems
- Collaborate with ML Scientists, Product Management, Design, and partner engineering teams to shape the product roadmap
- Influence technical direction across the Copilot organisation and adjacent teams
- Design and improve evaluation frameworks, guardrails, and safety mechanisms for LLM-powered production features
- Mentor and grow engineers through technical guidance, code review, and pairing
- Identify and address systemic technical risks, performance bottlenecks, and reliability gaps
Requirements
What you’ll need- 8+ years of experience in software engineering, with demonstrated technical leadership in backend systems
- Strong experience designing and building distributed systems at scale, including APIs, service architectures, and data pipelines
- Experience with LLM integration in production systems, including orchestration, prompt engineering, evaluation, guardrails, or multi-provider setups
- Fluent in at least one backend language (Ruby, Python, Go, or similar); working proficiency across multiple languages
- Deep understanding of AWS, Docker, Kubernetes, and CI/CD practices
- Track record of driving technical direction for a team or project, including architecture decisions, technical roadmaps, and cross-team alignment
- Ability to operate effectively with ambiguity and make pragmatic tradeoffs
- Strong collaboration and communication skills
- Experience building conversational AI or chat-based systems preferred
- Experience with ML infrastructure preferred, including model serving, inference pipelines, or evaluation frameworks
- Familiarity with Metaflow and MLflow preferred
- Experience with event-driven architectures such as Kafka preferred
- Experience with SQL and data infrastructure such as Snowflake and dbt preferred
- Experience mentoring or technically leading a team of 3+ engineers preferred
Benefits
Comp & perks- Hybrid way of working, with flexibility to work remotely for part of the week
- Inclusive workplace experience
- Equal opportunity employment
- Reasonable accommodations for applicants with disabilities and disabled veterans
