Machine Learning Engineer
Role details
Job location
Tech stack
Job description
As a Machine Learning Engineer, you will design, develop, and deploy models and pipelines that power RealityMine's RealLife App and Web products. You will work with stakeholders across technical and non-technical teams to scope requirements, optimise performance, and ensure our systems scale to handle Big Data. This is a hands-on role that requires strong engineering practices, creative problem solving, and analytical thinking.
You will take full ownership of projects, including discovering and defining problems, cleaning and preparing data in the warehouse, developing and testing models, and deploying solutions into production environments.
Our offices are in Trafford Park, Manchester and the role consists of hybrid working, where we ask for our team to be in the office for collaboration and team building 2 days per week. The rest of the week is up to you; deep focus at home, or more of the same!, * Build, maintain, and productionise machine learning models using PyTorch or similar frameworks.
- Design and optimise data pipelines for ML inference at scale.
- Work with large datasets using Big Data tools.
- Deploy ML workflows using AWS infrastructure.
- Collaborate with data engineers and product teams to integrate ML solutions into RealityMine's products.
- Investigate and troubleshoot customer feedback on data quality and drive model improvements from experimentation.
- Promote best practices in ML engineering and data quality across the business.
- Adhere to Company Policies and Procedures with respect to Security, Quality and Health & Safety.
- AI first mindset to improve our products and tools within the business., Shift Maintenance Technician - 12 Month FTC Location: Lymedale, Newcastle Under Lyme Salary: £34,400 inclusive of shift allowance Hours: This is a shift role working 12-hour and Weekend shifts to support the customer site based in Newcastle Under Lyme. This role would..., Are you the flexible Software Engineer who is energized by on-site customer ICT support? PositionAs an In Plant Software Engineer the most important part of your role is to provide service to our customer in accordance with the SLA'S. Together with your colleagues you..., Position: Senior Mechanical Design Engineer Location: Sheffield Salary: £40K-60K Our client is seeking a passionate and dynamic Senior Mechanical Design Engineer who is driven by curiosity & precision, who takes an innovative & inquisitive approach & who has the capacity...
Requirements
Here's what we're looking for:
- Experience: 2-3 years of production experience in machine learning systems.
- Proficiency in Python and SQL for analysis, model development, and data interrogation.
- Strong knowledge of PyTorch or similar ML frameworks.
- Experience handling large datasets and distributed processing with PySpark or similar is desirable.
- Experience of experimentation tools such as MLflow is a bonus.
- Comfort with deploying ML models into production environments.
- Familiarity with AWS or similar cloud vendor.
- A methodical, problem-solving mindset with high attention to detail.
- Ability to scope, define, and deliver complex solutions independently.
- Self-motivated, accountable, and keen to continuously learn and grow.
- Experience using AI tools to enhance productivity and quality
Benefits & conditions
· Generous Time Off: Enjoy 25 days of paid holiday, plus bank holidays. After two years with us, you can also buy or sell up to 5 days of annual leave.
· Peace of Mind: Life assurance and a workplace pension with employer contributions.
· Reward for Performance: Bonus scheme that recognizes your hard work and contributions.
· Cycle to Work Scheme: For the cyclists among us, we've got you covered.
· Gear You'll Love: Choose the tech that works for you, we'll try and source it!
· Learning & Growth: Benefit from one-to-one coaching, a budget for training programs, and all the support you need to keep growing.
· Giving Back: Join us in supporting local charities and making a positive impact.
Hybrid Working
We know work-life balance matters, so we've embraced a flexible hybrid working model:
· Located in Trafford Park, our Manchester office offers an inspiring, collaborative space to work alongside your colleagues.
· Free parking and secure bike shed. Excellent public transport links.
· Split your time between the office and home, with 2 days working in our offices.
· Full equipment provided for home working (desk, screen, chair).
· Receive £100 annually to personalise your home workspace.
· Flexible start and finish times to suit your personal circumstances.
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