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Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates expertise in building and operating LLM-backed APIs, agentic AI, and retrieval-augmented generation (RAG) workflows, with a strong focus on backend services and distributed systems in cloud environments. Proficient in data-intensive systems and effective collaboration with product teams to translate goals into actionable plans.
Highest-signal resume keywords
Backend Services DevelopmentDistributed Systems ExperienceAgentic AI and RAG Production ExperiencePython, Java, or Go ProficiencyCloud Infrastructure Expertise
ATS Keywords
Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills
Backend Services DevelopmentDistributed SystemsPythonJavaGoData-Intensive SystemsAPIsCloud Object StorageRelational DatabasesArchitectural Decision-Making
Soft Skills
Effective CommunicationProblem-SolvingStakeholder InvolvementOwnership
Tools & Technologies
AWSAzureGCPKubernetesContainersAI Coding Agents
Certifications & Qualifications
BS in Computer Science
Industry Keywords
LLM-Backed APIsRetrieval-Augmented GenerationEval WorkflowsIngestion PipelinesHigh-Throughput Data Paths
Tech Stack
Tools & technologiesAWSAzureCloudDistributed SystemsGoogle Cloud PlatformJavaKubernetesPythonGo
About the role
Key responsibilities & impact- Build and operate LLM-backed APIs, agents, retrieval systems, and integrations with internal and external systems
- Develop evals for agent and RAG workflows and use results to improve quality and reliability
- Build ingestion pipelines and high-throughput file and data paths between customer environments, cloud object storage, and compute clusters
- Balance reliability, performance, and cost in data paths
- Work with Product and Design to turn broad goals into clear problems, practical specifications, and small releases
- Identify worthwhile improvements, involve the right stakeholders, ship frequently, and follow through on results
- Work across backend services, cloud infrastructure, containers/Kubernetes, and occasional UI changes to complete the customer experience
- Use Rescale’s product, identify workflow friction, and improve launched features
Requirements
What you’ll need- 3–5 years of experience building and operating backend services and distributed systems in AWS, Azure, or GCP
- Production experience with agentic AI, retrieval-augmented generation (RAG), and evals
- Ability to explain how evaluations led to changes in a shipped system
- Strong experience in at least one of Python, Java, or Go
- Comfort working across services and APIs
- Experience with data-intensive systems such as object storage, relational databases, caches, and queues or streams
- Effective use of AI coding agents, including verifying their output
- Ability to turn an ambiguous goal into a plan with Product
- Sound architectural decision-making and ownership of post-launch performance
- A BS in Computer Science or equivalent experience
- Must successfully complete a comprehensive background check
- Must answer whether visa sponsorship is required to work for Rescale in the United States
Benefits
Comp & perks- Equity
- Equal opportunity employment
- Comprehensive background check as part of the standard hiring process
