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Haystack

Staff Machine Learning Engineer

United Kingdom
£200k/yr
Posted about 12 hours ago
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A fast-growing AI software company is developing advanced machine learning products that solve complex, real-world problems. They are looking for a technical leader to bridge research and engineering, taking cutting-edge models from experimentation into robust production systems.

The Role

  • Own the end-to-end machine learning lifecycle, including data pipelines, model training, evaluation, inference, and deployment.
  • Fine-tune and optimise large language models using modern techniques such as LoRA, QLoRA, supervised fine-tuning, preference optimisation, and model distillation.
  • Design scalable inference infrastructure with a focus on latency, reliability, and operational efficiency.
  • Build and maintain high-quality data pipelines for both synthetic and real-world datasets.
  • Develop robust evaluation frameworks covering model quality, robustness, safety, and performance.
  • Lead technical delivery, mentor engineers, and help shape engineering best practices.

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.

Start with a chat, not a search bar

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.

P

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.

What You'll Need

  • Proven experience delivering machine learning systems into production.
  • Strong understanding of modern foundation models and large language models.
  • Experience building scalable training and inference infrastructure.
  • Excellent software engineering skills with a focus on maintainable, production-quality code.
  • Proficiency in Python, PyTorch, and/or JAX.
  • Experience with large-scale GPU training and inference infrastructure and modern ML deployment pipelines.

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What's On Offer

  • Opportunity to work with cutting-edge AI technology.
  • A senior, hands-on leadership position with significant ownership.
  • Market-leading salary up to £200,000.
  • Fully remote work flexibility.

Apply via Haystack today!

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Skills

Machine Learning
Large Language Models
Python
PyTorch
JAX
LoRA
QLoRA
Model Distillation
Inference Infrastructure
Data Pipelines
GPU Training
Software Engineering
Model Evaluation
Technical Leadership
Mentoring

Location

United Kingdom

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