Haystack

Engineering

Hire Machine Learning Engineers

Hire machine learning engineers who ship models into production.

Mid-level base · UK · DE · US

£78k–£105k · €90k–€120k · $115k–$150k

96% match
Vetted
Amelia Hughes

Amelia Hughes

Lead Machine Learning Engineer

London, UK

ai_summary7 yrs shipping production-grade machine learning engineer work. Strong on Python & PyTorch.

Python72%
PyTorch72%
TensorFlow87%
scikit-learn73%

7+

Years

£82k

Expects

<2h

Response

// vetted_by_haystack_ai · id: HSTK-ONE8YW

3

Markets

UK · DE · US

24h

First shortlist

from kick-off call

14–21

Days to hire

median across roles

£78k–£105k

Typical mid pay (UK)

Why Haystack

The fastest way to hire machine learning engineers without the agency tax.

Machine learning engineers bridge research and engineering - taking models from notebooks into reliable, monitored production services.

Haystack matches you with ML engineers experienced across classical ML, deep learning, LLM applications and modern MLOps tooling.

On Haystack now

Machine Learning Engineers ready to interview

A sample of machine learning engineers currently active on Haystack. Sign in to browse full profiles, see expected salaries, and start a conversation.

90% match
Vetted
Olivia Martinez

Olivia Martinez

Staff Machine Learning Engineer

San Francisco, USA
Python49%
PyTorch72%
TensorFlow59%
scikit-learn67%

6+

Years

$185k

Expects

<2h

Response

// vetted_by_haystack_ai · id: HSTK-155ZR1

View profile
91% match
Vetted
Ethan Nguyen

Ethan Nguyen

Machine Learning Developer

New York, USA
TensorFlow73%
scikit-learn78%
MLflow75%
Kubeflow88%

9+

Years

$210k

Expects

<2h

Response

// vetted_by_haystack_ai · id: HSTK-4FARF

View profile
96% match
Vetted
Maya Patel

Maya Patel

Lead Machine Learning Engineer

Austin, USA
MLflow85%
Kubeflow95%
LLMs93%
Vector databases87%

5+

Years

$155k

Expects

<2h

Response

// vetted_by_haystack_ai · id: HSTK-RQW418

View profile
88% match
Vetted
Marcus Johnson

Marcus Johnson

Lead Machine Learning Engineer

Seattle, USA
LLMs66%
Vector databases52%
MLOps57%
Python51%

11+

Years

$230k

Expects

<2h

Response

// vetted_by_haystack_ai · id: HSTK-1CN9OE

View profile
88% match
Vetted
Amelia Hughes

Amelia Hughes

Lead Machine Learning Engineer

London, UK
MLOps91%
Python90%
PyTorch83%
TensorFlow76%

7+

Years

£82k

Expects

<2h

Response

// vetted_by_haystack_ai · id: HSTK-VD38KO

View profile
95% match
Vetted
Jordan Okafor

Jordan Okafor

Machine Learning Developer

Manchester, UK
PyTorch68%
TensorFlow55%
scikit-learn66%
MLflow55%

5+

Years

£68k

Expects

<2h

Response

// vetted_by_haystack_ai · id: HSTK-1GUHCH

View profile

Salary benchmark

Salary benchmark for machine learning engineers across UK, Germany & US

Anchored to live Haystack data. London, Berlin tech hubs and US coastal markets skew toward the upper bound.

United Kingdom

GBP · base salary

Junior · 0–3 yrs

£55k–£70k

Mid · 3–6 yrs

£80k–£105k

Senior · 6+ yrs

£110k–£160k

Germany

EUR · base salary

Junior · 0–3 yrs

€65k–€85k

Mid · 3–6 yrs

€90k–€120k

Senior · 6+ yrs

€125k–€185k

United States

USD · base salary

Junior · 0–3 yrs

$80k–$105k

Mid · 3–6 yrs

$115k–$150k

Senior · 6+ yrs

$160k–$230k

EUR and USD bands are indicative conversions from live UK data using current market multipliers. Local seniority, sector and equity packages can push offers higher.

What strong machine learning engineers ship with

5 core · 4 nice to have

Core stack

PythonPyTorchTensorFlowscikit-learnMLflow

Nice to have

KubeflowLLMsVector databasesMLOps

Where the talent lives

Hire machine learning engineers by city

Explore localised salary benchmarks, top employers and live candidates in any of our 24 cities.

Lower pay
Higher pay

Hires made on Haystack by teams like

American ExpressAWSDuckDuckGoGoodlordPayPointLeonardoEPAMRaytheonAnswer DigitalAmerican ExpressAWSDuckDuckGoGoodlordPayPointLeonardoEPAMRaytheonAnswer Digital

Interview prep

Sample machine learning engineer interview questions

Use these across technical and behavioural rounds. Tap a card for what to listen for.

Blueprint

Hiring through Haystack takes days, not months

A repeatable five-step playbook our employers run for every role.

  1. 01

    30-min kick-off

    Day 0

    We capture the brief, scorecard and salary band. No long forms.

  2. 02

    Matches in 24h

    Day 1

    A curated shortlist of vetted candidates lands in your dashboard.

  3. 03

    Interview rounds

    Day 2–10

    We handle scheduling. You focus on the conversation.

  4. 04

    Offer & references

    Day 10–14

    We support both sides through offer and reference checks.

  5. 05

    Onboard

    Day 14–21

    Structured ramp template so your new hire ships in week one.

92%

Offer acceptance

Because every candidate has already aligned on level, comp and working pattern before you meet, machine learning engineer offers via Haystack are accepted 92% of the time.

Leading tech employers use Haystack to hire world-class candidates

Answer Digital

"For anyone in the industry struggling with tech hiring and finding those really niche candidates, I'd highly recommend using Haystack. Ultimately Haystack helped us find great candidates that we couldn't find anywhere else."

Jonny Hiles

Jonny Hiles

Talent Acquisition Lead

Read full case study
Leonardo

"Working with Haystack has helped us widen our brand, it's helped us recruit great people, and it's been an easy thing to do. When we think about our candidate experience and the experience of people in my team, I want that rounded experience and that's what we've seen with Haystack."

Craig Drysdale

Craig Drysdale

VP Talent & Engagement

Read full case study
PayPoint

"I'm really impressed with the candidates that I'm finding on Haystack, I'm looking at them and thinking, 'wow, this looks like a great engineer'. We made multiple hires in our first year. It's been a really nice way to hire tech talent, with a very unique approach."

Marek Kafar

Marek Kafar

Senior IT Recruiter

Read full case study

FAQ

Common questions from hiring managers

Ready to hire machine learning engineers?

Book a quick chat with the Haystack team and start matching with vetted candidates this week.