ML, Agentic Systems Engineer

Riva Scientific

. Ship production services . Work across backend, frontend, GraphQL, database, and containerization technologies . Use agentic coding tools while reviewing and owning generated code . Operate in a multi-service

Posted 10/16/2026full-timeRemote • United StatesSeniorLeadWebsite

Core Competencies

Role fit

Core Competencies

Use this summary to align your resume positioning with the role.

Demonstrates extensive experience in shipping production services using Go, TypeScript, GraphQL, and Docker, while effectively operating in an async-first, multi-service remote environment. Capable of mentoring engineers and translating enterprise customer needs into product improvements.

Highest-signal resume keywords

Go ProgrammingTypeScript DevelopmentGraphQL API IntegrationDocker ContainerizationMentoring Engineers

ATS Keywords

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Applicant Tracking System Keywords

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Hard Skills

Software EngineeringProduction ServicesModel Fine-TuningRetrieval TechniquesRanking AlgorithmsEmbeddingsSearch Relevance

Soft Skills

CommunicationCollaborationMentorship

Tools & Technologies

Agentic Coding ToolsPostgresAsync-First Environment

Industry Keywords

LLM-Powered ProductsEnterprise Customer Engagement

Tech Stack

Tools & technologies

DockerGraphQLPostgresTypeScriptGo

About the role

Key responsibilities & impact

Ship production services
Work across backend, frontend, GraphQL, database, and containerization technologies
Use agentic coding tools while reviewing and owning generated code
Operate in a multi-service, async-first remote environment
Potentially ship and improve LLM-powered or agentic developer-facing products
Potentially fine-tune, distill, or train models for production targets
Potentially work with retrieval, ranking, embeddings, or search relevance
Potentially translate enterprise customer needs into product improvements
Potentially mentor engineers and improve agent engineering fluency

Requirements

What you’ll need

8+ years of experience
Strong software engineering skills with ability to ship production services
Comfortable with Go on the backend, TypeScript on the frontend, GraphQL, Postgres, and Docker, or clearly able and eager to learn them
Fluent with agentic coding tools and able to understand and own every line they submit
Comfortable working in an async-first, multi-service, fast-paced remote environment
Experience shipping an LLM-powered or agentic developer-facing product (nice-to-have)
Experience fine-tuning, distilling, or training models for production cost, latency, or quality targets (nice-to-have)
Experience with retrieval, ranking, embeddings, or search relevance (nice-to-have)
Experience working directly with enterprise customers and translating their needs into a product (nice-to-have)
Experience mentoring or up-leveling engineers, especially raising a team's agent engineering fluency (nice-to-have)

Benefits

Comp & perks

Remote work arrangement
Async-first work environment