Senior Full-Stack Engineer, AI Engineering

TWG Global AI; Santa Monica (CA); On-site; USD 190,000 - 200,000; Full time

Benefits offered by this job

Work on real-world AI applications

Collaborate with world-class data sci/

Job summary

TWG Group Holdings, LLC is seeking a Senior Software Engineer to build agentic AI products across web, backend, and iOS. You will own features end-to-end, from orchestration logic to React UIs and Swift iOS apps, and you will design evaluation systems to ensure agent quality as the platform scales.

You will collaborate with product, design, and other engineers, mentor junior teammates, and help advance our data-driven decisions.

Qualifications

• 5+ years building production software at scale.
• Hands-on experience with real LLM and agent applications, not demos.
• Experience with agent evaluation: golden datasets, offline evals, tool-call/trajectory scoring.
• Strong React skills with state management and component design.
• Strong Java with Spring Boot and Python proficiency.
• Relational DB design (PostgreSQL preferred).
• Cloud infrastructure (AWS, GCP, or Azure) and CI/CD.
• Bachelor's degree in CS, Engineering, or equivalent.

Responsibilities

• Design, build, and operate agent-based software with tools, memory, and stateful workflows.
• Build and maintain evaluation pipelines for LLM and agent quality.
• Lead development of React frontends with clean architecture and performance.
• Design and maintain backend services, REST APIs, and data models in Java and Python.
• Contribute to system design across multi-tenant infrastructure and auth.
• Support features for native iOS app, including UI and release management.
• Drive code quality, testing discipline, and engineering standards.
• Mentor junior engineers and raise the bar through code reviews.

Skills

Strong React

Java

Python

Spring Boot

Distributed systems

Cloud infrastructure

Mentoring

Education

Bachelor's degree in CS or equivalent

Tools

LangGraph

Braintrust

LangSmith

Inspect

PostgreSQL

Job description

The Organization??

At TWG Group Holdings, LLC (?TWG Global?), we drive innovation and business transformation across a range of industries?including financial services, insurance, technology, media, and sports?by?leveraging?data and AI as core assets. Our AI-first, cloud-native approach delivers real-time intelligence and interactive business applications, empowering informed decision-making for both customers and employees. We prioritize responsible data and AI practices, ensuring ethical standards and regulatory compliance.?Our decentralized structure enables each business unit to?operate?autonomously, supported by a central AI Solutions Group, while strategic partnerships with leading data and AI vendors fuel game-changing efforts in marketing, operations, and product development. You will collaborate with management to advance our data and analytics transformation, enhance productivity, and enable agile, data-driven decisions. By?leveraging?relationships with top tech startups and universities, you will help create competitive advantages and drive enterprise innovation. At TWG Global, your contributions will support our goal of sustained growth and superior returns, as we deliver rare value and impact across our businesses.

The Role?

We're?hiring a Senior Software Engineer to build agentic AI products across web, backend, and iOS

You'll?own features end-to-end, from agent design and orchestration logic through React UIs and native mobile?clients,?and?you'll?be responsible for?the evaluation systems that keep agent quality from regressing as the platform grows. You should be comfortable moving between a Spring Boot service, a Python agent layer, a React frontend, and a Swift iOS app in the same week. You should also have strong opinions about how to measure whether an agent is getting better. You'll?work closely with product, design, and other engineers, and?you'll?mentor more junior teammates.

Key Responsibilities:

• Design, build, and?operate?agent-based software that executes multi-step tasks with tools, memory, and stateful workflows using?LangGraph?or equivalent frameworks?
• Build and?maintain?evaluation pipelines for LLM and agent quality: offline eval suites, regression tests, tool-call and trajectory scoring, and the dashboards and tooling that make results actionable?
• Lead development of React frontends with clean?component?architecture, sensible state management, and real performance work?
• Design and?maintain?backend services, REST APIs, and data models in Java (Spring Boot) and Python?
• Contribute to system design across multi-tenant infrastructure, auth, and async messaging?
• Support features for our native iOS app, including UI, networking, push notifications, and release management?
• Drive code quality, testing discipline, and engineering standards?
• Mentor junior engineers and raise the bar through code review and design feedback?

Requirements

• 5+ years building production software at scale?
• Hands-on experience building real LLM and agent applications, not demos.?You've?designed tool interfaces, orchestrated multi-step workflows, handled failure modes in agent loops, and shipped something users depend on?
• Direct experience with agent evaluation: building golden datasets, running offline evals, scoring tool calls and trajectories, and using eval results to drive prompt, model, and architecture changes. Familiarity with frameworks like Braintrust,?LangSmith, Inspect, or comparable custom harnesses?
• Strong React, including state management,?component?design, and performance?
• Strong Java with Spring Boot, plus working?proficiency?in Python?
• Relational database design (PostgreSQL preferred)?
• Comfort with distributed systems, async messaging, and modern service architecture?
• Cloud infrastructure (AWS, GCP, or Azure) and CI/CD?
• Bachelor's degree in CS, Engineering, or equivalent practical experience?

Preferred Qualifications:?

• Experience with?LangGraph?specifically, or having built comparable orchestration from scratch
• iOS development with Swift and?SwiftUI, including App Store release experience and APNs??
• Multi-provider LLM work (Anthropic, OpenAI, Google,?xAI) and MCP servers or clients?
• Redis Streams or similar async messaging at production scale?
• Multi-tenant SaaS with non-trivial RBAC and auth?
• On-device ML on iOS (CoreML,?NLContextualEmbedding) or audio pipelines (Whisper, TTS)?
• Prior experience working with Palantir Foundry is a big plus?

Benefits

• Work on real-world AI applications with high-impact clients
• Collaborate with world-class data scientists, engineers, and product leaders
• Flat org structure, high trust, high autonomy
• Competitive salary + performance-based incentives

Position Location?

This is an onsite position preferred to?be located in?Santa Monica, CA, or New York, NY.?Relocation support can be provided to the right candidates.

Compensation

The target base pay for this position is $190,000-$200,000. A bonus will be provided as part of the compensation package, in addition to the full range of medical, financial, and/or other benefits. TWG is an equal opportunity employer. All applicants will be considered for employment without attention to age, race, color, religion, sex, sexual orientation, gender identity, national origin, veteran or disability status.