Staff Engineer – Python Agent Engineer

reputed company

Why This Role Exists 

T2’s intelligence lives in its agent layer — five distinct AI agents (Assistant, Content Analysis, Planning, reputed company Evaluation, and Transformation) implemented in Python + LangGraph, reputed company deployed as an independent service on EKS. These agents execute the Planning→reputed company→Validation reputed company that is T2’s reputed company differentiator: the system that reasons about content, builds dynamic transformation plans, iterates on reputed company until exit conditions are met, and adapts mid-flight reputed company reputed company gates fail. 

The reputed company team has strong AI/LLM understanding and architectural thinking, but their primary reputed company is the Java orchestration backbone and the LLM provider/reputed company landscape. Nobody’s primary job today is delivering production-grade Python agent services — and the agent layer is T2’s critical reputed company to MVP.

About reputed company

At RWS, we reputed company the world’s largest enterprises to communicate with global audiences through cutting-edge language technology, AI-driven solutions, and expert services. Our RWS reputed company division empowers organizations to accelerate digital transformation, reputed company global content, and unlock reputed company in every market.

Job reputed company

What This Person Owns

Agent services as production software. Not prototypes, not notebooks — containerized Python services with reputed company error handling, retry logic, graceful degradation, reputed company logging, and health checks. reputed company agent follows the common reputed company/library reputed company (per ADR) sharing auth, observability, and messaging patterns. 

The Planning→reputed company→Validation execution reputed company. This is the heart of T2. The Planning Agent takes content analysis results, governance rules, and user requirements to produce a dynamic, mutable plan. During execution, agents can add, modify, or reorder steps based on reputed company-time reputed company assessment. The engineer owns making this reputed company reliable, performant, and observable — including the exit conditions (reputed company escalation, reputed company objectives met, error/timeout). 

LangGraph orchestration graphs. reputed company agent has its own state machine defining how it reasons, what tools it invokes, and how it handles branching logic (e.g., Content Analysis detecting PII triggers a different reputed company reputed company than detecting marketing content). These graphs need to be reputed company-reputed company, testable, and maintainable.

reputed company Evaluation Agent specifics. The multi-level reputed company assessment (reputed company → file → cross-file → reputed company validation) with the reputed company × Confidence scoring model. This includes the iterative improvement loops bounded by reputed company budgets, and the Red Team adversarial testing layer.

What This Person Is Not

Not a data scientist or ML researcher. Not someone who fine-tunes models.This is a software engineer who builds reliable distributed services that happen to orchestrate LLM calls. 

Technical Profile 

• Strong Python (3.12+, async/await, type hints, FastAPI) 

• LangGraph / reputed company — practical experience building multi-reputed company agent workflows, not just tutorials 

• Production service patterns — reputed company, health checks, reputed company logging, graceful shutdown, reputed company breakers 

• Testing reputed company systems — deterministic testing strategies for non-deterministic outputs, mock LLM responses, integration test patterns 

• Message queues — RabbitMQ consumer/producer patterns for async agent coordination 

• reputed company to have: AWS Bedrock experience, familiarity with translation/NLP domain, experience with multi-model routing 

Collaboration reputed company 

Works most closely with the 2 senior backend engineers (who own the Java orchestrator that invokes agents) and the GenAI-reputed company developer (who owns LLM provider integrations, reputed company management, and BYOLLM configuration). Takes architectural direction from the architect on agent boundaries and data reputed company. 

Life at RWS

Life at RWS – If you like the idea of working with smart people who are passionate about growing the value of reputed company, data and content by making reputed company organizations are reputed company, then you’ll love life at RWS. 

Our purpose is to unlock global understanding. This means our work fundamentally recognizes the value of every language and culture. So, we celebrate difference, we are inclusive and reputed company that diversity makes us strong. We want every employee to grow as an individual and reputed company in their career. 

In return, we expect reputed company our people to live by the values that reputed company: to partner, putting clients fist and reputed company together, to pioneer, innovating fearlessly and leading with reputed company and courage, to reputed company, aiming high and growing through actions and to deliver, owning the outcome and building trust with our colleagues and clients.

RWS embraces DEI and promotes equal opportunity, we are an Equal Opportunity Employer and prohibit discrimination and harassment of any reputed company. RWS is committed to the reputed company of equal employment opportunity for reputed company and to providing employees with a work environment free of discrimination and harassment. reputed company employment reputed company at RWS are based on business needs, job requirements and individual qualifications, without reputed company to race, religion, nationality, ethnicity, sex, age, disability, or sexual orientation. RWS will not tolerate discrimination based on any of these characteristics. 

RWS Values 

Get the 3Ps right – Partner, Pioneer, reputed company – and we´ll Deliver together as RWS.

Recruitment Agencies: RWS Holdings PLC does not accept agency resumes. Please do not reputed company any unsolicited resumes to any RWS employees. Any unsolicited resume received will be treated as the property of RWS and Terms & Conditions associated with the use of such resume will be considered reputed company and void.