Machine Learning Engineer Contract Jobs in Liverpool
Lead Observability & Data Architect/Engineer (SC/DV Cleared)
Posted 5 days ago by GIOS Technology Limited
The role of Lead Observability & Data Architect/Engineer (SC/DV Cleared) involves designing and scaling critical monitor...
- Rate Negotiable
- Category Undetermined
- Work type Hybrid
- Location Hybrid - London/Reading/Birmingham/Manchester/Glasgow/Liverpool/Newcastle , UK
Senior Dev Ops Engineer
Posted 5 days ago by Morson Edge
The Senior DevOps Engineer will lead the design, build, and deployment of cloud-based environments while promoting DevOp...
- Rate Negotiable
- Category Inside
- Work type Hybrid
- Location UK; London; Birmingham; Manchester; Glasgow; Liverpool; Leeds; Edinburgh; Bristol; Cardiff; Nottingham
Lead Observability & Data Architect/Engineer (SC/DV Cleared)
Posted 6 days ago by GIOS Technology Limited
The role of Lead Observability & Data Architect/Engineer involves designing and scaling national-critical monitoring fab...
- Rate Negotiable
- Category Undetermined
- Work type Hybrid
- Location Hybrid - London/Reading/Birmingham/Manchester/Glasgow/Liverpool/Newcastle
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CyberArk Engineer
Posted 1 week ago by ECS
The CyberArk Engineer role involves designing, implementing, and supporting CyberArk Privileged Access Management soluti...
- Rate £475 per day
- Category Outside
- Work type Undetermined
- Location UK; London; Birmingham; Manchester; Glasgow; Liverpool; Leeds; Edinburgh; Bristol; Cardiff; Nottingham
TrueSight Engineer
Posted 1 week ago by ECS
The TrueSight Engineer role involves working on a contract basis with a global managed service provider to support a Tel...
- Rate £475 per day
- Category Outside
- Work type Undetermined
- Location UK; London; Birmingham; Manchester; Glasgow; Liverpool; Leeds; Edinburgh; Bristol; Cardiff; Nottingham
Data Engineer
Posted 2 weeks ago by Indotronix Avani UK Ltd
The Data Engineer role involves designing and developing scalable data pipelines and platforms to support the Client's r...
- Rate Negotiable
- Category Inside
- Work type Remote
- Location UK; London; Birmingham; Manchester; Glasgow; Liverpool; Leeds; Edinburgh; Bristol; Cardiff; Nottingham
Network Engineer
Posted 2 weeks ago by Damia Group Ltd
The Network Engineer role is a contract position outside IR35, focused on assisting with the migration of data centers f...
- Rate £475 per day
- Category Outside
- Work type Hybrid
- Location North West; Manchester; Liverpool; Bolton; Warrington; Preston; Chester; Blackpool; Oldham; Wigan; Carlisle
Senior Software & Cloud Engineer – Python, Node, AWS, Ansible, CI/CD
Posted 2 weeks ago by S Merrick LTD
The Senior Software & Cloud Engineer role involves hands-on engineering with a focus on backend development, AWS cloud o...
- Rate £550 per day
- Category Outside
- Work type Remote
- Location UK; London; Birmingham; Manchester; Glasgow; Liverpool; Leeds; Edinburgh; Bristol; Cardiff; Nottingham
Solaris/Unix Engineer
Posted 2 weeks ago by Henderson Scott
The Solaris/Unix Engineer role involves supporting and maintaining a business-critical Solaris estate within a complex e...
- Rate £400 per day
- Category Inside
- Work type Hybrid
- Location North West; Manchester; Liverpool; Bolton; Warrington; Preston; Chester; Blackpool; Oldham; Wigan; Carlisle
Senior Data Consultant
Posted 2 weeks ago by IO Associates
The role of Senior Data Consultant involves working with a global software consultancy to enhance digital products and l...
- Rate £550 per day
- Category Undetermined
- Work type Undetermined
- Location UK; London; Birmingham; Manchester; Glasgow; Liverpool; Leeds; Edinburgh; Bristol; Cardiff; Nottingham
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About Our Machine Learning Engineer Contract Roles in Liverpool
What does a machine learning engineer contractor do?
As a contract Machine Learning Engineer, you are hired to build the production-grade systems and infrastructure that take machine learning models from research and experimentation into reliable, scalable deployment. The role is distinct from data science in its emphasis on engineering rigour: Machine Learning Engineers are responsible for the pipelines, APIs, monitoring systems, and operational infrastructure that enable models to run in production, be retrained as new data arrives, and be evaluated continuously for performance and drift. Contract engagements arise when organisations are moving AI capabilities out of the experimentation phase, when an existing ML platform needs to be rebuilt or modernised, or when a data science team needs engineering support to deploy and maintain the models they have developed.
Machine Learning Engineer contractors are expected to bring a combination of software engineering strength and ML systems knowledge that is rarer than either skill in isolation. Strong Python skills are universal, alongside experience with ML frameworks including PyTorch, TensorFlow, or scikit-learn. Proficiency with MLOps tooling for experiment tracking, model versioning, and pipeline orchestration, with MLflow, Weights and Biases, and Kubeflow or similar being widely expected, is a defining competency of the Machine Learning Engineer specialism. Experience deploying models as REST APIs using FastAPI or similar, containerising ML workloads with Docker, and orchestrating them with Kubernetes is expected in most engagements. Cloud ML platform experience, particularly AWS SageMaker, Azure ML, or Google Vertex AI, is widely required as most production ML deployments run on managed cloud infrastructure. The ability to design and implement feature stores, data validation pipelines, and model monitoring systems rounds out the senior ML Engineer contractor profile.
What is the market like for machine learning engineer contractors?
The market for Machine Learning Engineer contractors is one of the strongest and most consistently in-demand specialisms within the UK technology contracting market. The gap between organisations' appetite for AI capabilities and their engineering capacity to deploy them reliably at scale is the fundamental driver of sustained ML Engineer contract demand. Financial services, retail, healthcare, and technology companies are the most active buyers, spanning use cases from credit scoring and fraud detection through to recommendation engines and operational AI. The explosion of LLM adoption has expanded the scope of the Machine Learning Engineer role to include LLM integration and fine-tuning work alongside traditional ML systems. Rates are at the top of the engineering contracting market, reflecting the combination of software engineering depth and ML systems expertise required.
What is the contracting market like in Liverpool?
Healthcare and public services form the backbone of Liverpool's contracting activity, with NHS trusts and local government bodies generating roles in programme delivery, clinical informatics, and IT operations. The Knowledge Quarter and waterfront regeneration have attracted technology, digital, and creative employers that are gradually expanding the types of opportunities available. Financial and professional services firms with Liverpool offices contribute across finance, compliance, and organisational change. The city sits close enough to Manchester that many contractors work across both depending on where engagements arise, effectively doubling the accessible market for those willing to travel. Liverpool's own volumes are smaller, but competition for roles is correspondingly lighter, and contractors with healthcare or public services experience find particularly strong alignment.
How much do machine learning engineer contractors usually earn in Liverpool?
Contract rates for machine learning engineer roles in Liverpool typically range from £540 to £900 per day, depending on the scope of the role, required expertise, and the delivery expectations of the engagement.
How many machine learning engineer vacancies in Liverpool are there on Quality Contracts?
Over the past twelve months, we have tracked over 200 machine learning engineer contract roles across the site, with Liverpool contributing to the total. Data reviewed up to June 2026.