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SWE Infrastructure Specialist (Java)

United Kingdom
$80 – $150/hr
Posted about 15 hours ago
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SWE Infrastructure Specialist (Java) - Freelance AI Trainer Project

This position is listed on behalf of a partner company, who manages all applications and next steps. Our partner is looking for a SWE Infrastructure Specialist (Java) - Freelance AI Trainer Project based in United Kingdom.

This role offers experienced Java engineers the opportunity to apply their infrastructure expertise to the advancement of next-generation AI systems.

You will contribute to improving how AI models understand enterprise software architectures, distributed systems, and cloud-based environments.

The position combines software engineering, systems analysis, and AI evaluation in a highly technical and research-driven setting.

You will challenge advanced language models with real-world infrastructure scenarios and assess their ability to reason about complex engineering problems.

Your expertise will help improve AI capabilities around scalability, reliability, performance optimization, and production-grade software design.

This is a remote contract opportunity for engineers passionate about shaping the future of AI through technical knowledge and practical experience.

Accountabilities

The role focuses on evaluating and improving AI model performance in the context of Java-based software systems, infrastructure design, and enterprise engineering challenges. You will provide expert feedback, analyze technical reasoning, and help develop stronger AI understanding of complex software environments.

  • Engage with advanced AI models on Java-focused infrastructure and platform engineering scenarios.
  • Evaluate model-generated solutions for architectural correctness, scalability, reliability, and operational effectiveness.
  • Analyze Java application design decisions related to concurrency, latency, throughput, and resource management.
  • Review infrastructure approaches involving distributed systems, cloud-native deployments, and enterprise architectures.
  • Assess testing strategies, deployment workflows, and reliability practices for Java-based systems.
  • Identify and document model weaknesses, incorrect assumptions, and reproducible failure cases.
  • Provide structured feedback to improve AI evaluation frameworks and reasoning capabilities.
  • Analyze performance bottlenecks, operational risks, and system-level tradeoffs.
  • Help define quality standards and benchmarks for AI-generated technical solutions.
  • Communicate technical findings clearly through detailed documentation and engineering explanations.

Reasons to use Rodeo

I’m in my final year doing Economics and I don’t know whether to apply for grad schemes now or do a masters first. What do you think?

Honest answer — it depends on where you want to end up. A lot of top grad schemes (Big 4, civil service, banking) don’t need a masters. Let’s look at the ones you’d be competitive for now, and we can decide if a masters actually adds anything.

Also worth knowing: most autumn 2026 applications are open now. Timing matters more than you think.

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Grad scheme, placement, apprenticeship? Not sure what you want yet — that's fine. Your agent talks it through with you and turns "I have no idea" into a shortlist.

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Graduate Consultant — 2026 Scheme

PwC·London, UK
£35,000/yr

Why you're a good match

Strong

Your economics background and your summer at a regional bank line up with what PwC looks for on the consulting scheme. Applications close in four weeks.

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It searches the market for you

Every day your agent scans the market matching roles against what actually matters to you, not just keywords on a CV.

Why you're a good match

You’ve got the grades and the economics background, and your bank internship is exactly the experience this scheme looks for. Apply soon — deadlines close within the month.

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Strong

Experience fit

Your summer at the bank plus your econometrics coursework map directly to the day-one responsibilities on this scheme — client modelling, market briefings, and deal support.

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Strong

Only hits

No noise. No "maybe this fits." Just roles with a clear explanation of why they're right — and where to focus when applying.

Requirements

The ideal candidate has strong Java development experience combined with infrastructure, systems engineering, or cloud expertise. You should be comfortable analyzing complex technical problems and clearly explaining architectural decisions and tradeoffs.

  • Bachelor’s, Master’s, or PhD in Computer Science, Software Engineering, or a related technical discipline preferred.
  • Strong professional experience with Java development and enterprise-grade software systems.
  • Hands-on experience with software architecture, distributed systems, or backend engineering.
  • Understanding of JVM concepts, application performance, concurrency, and resource optimization.
  • Experience with cloud infrastructure, platform engineering, DevOps, or Site Reliability Engineering practices.
  • Familiarity with cloud-native deployments, containerization, and modern software delivery workflows.
  • Ability to evaluate system reliability, scalability, and operational risks.
  • Strong analytical and problem-solving skills with attention to technical detail.
  • Excellent written communication skills and ability to explain complex engineering concepts clearly.
  • Experience working with AI-assisted development or evaluating AI-generated technical outputs is a plus.

Benefits

  • Competitive contractor compensation ranging from $80 to $150 per hour, depending on experience, expertise, and geographic location.
  • Fully remote work opportunity with flexible location options.
  • Opportunity to contribute to the development and improvement of advanced AI systems.
  • Work on challenging technical scenarios involving enterprise software, cloud infrastructure, and distributed systems.
  • Gain exposure to cutting-edge AI evaluation methodologies and model improvement processes.
  • Flexible contract-based engagement designed for experienced engineering professionals.
  • Contractors provide their own secure computer and high-speed internet connection.
  • Company-sponsored benefits such as health insurance and paid time off are not included for this contract role.

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How Jobgether Works

We use an AI-powered matching process to ensure your application is reviewed quickly, objectively, and fairly against the role's core requirements. Our system identifies the top-fitting candidates, and this shortlist is then shared directly with the hiring company. The final decision and next steps (interviews, assessments) are managed by their internal team.

We appreciate your interest and wish you the best!

Why Apply Through Jobgether?

Data Privacy Notice: By submitting your application, you acknowledge that Jobgether will process your personal data to evaluate your candidacy and share relevant information with the hiring employer. This processing is based on legitimate interest and pre-contractual measures under applicable data protection laws (including GDPR). You may exercise your rights (access, rectification, erasure, objection) at any time.

We may use artificial intelligence (AI) tools to support parts of the hiring process, such as reviewing applications, analyzing resumes, or assessing responses and identifying potential inconsistencies or verification signals in application materials based on available information. These tools assist our recruitment team but do not replace human judgment. Final hiring decisions are ultimately made by humans. If you would like more information about how your data is processed, please contact us.

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Skills

Java
Software Architecture
Distributed Systems
Cloud Infrastructure
JVM
Concurrency
Platform Engineering
DevOps
Site Reliability Engineering
Containerization
AI Evaluation
Performance Optimization
Backend Engineering
Systems Analysis
Technical Documentation

Location

United Kingdom

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