At a Glance
- Tasks: Build and operate ML platforms, ensuring models transition smoothly from experimentation to production.
- Company: Join CMC Markets, a leading financial services company in London.
- Benefits: Enjoy competitive salary, flexible working options, and opportunities for professional growth.
- Other info: Be part of a dynamic team focused on innovation and excellence.
- Why this job: Make a real impact by enhancing the reliability and scalability of ML systems.
- Qualifications: Experience in ML operations and strong collaboration skills are essential.
The predicted salary is between 59400 - 72600 £ per year.
CMC Markets in London is seeking an experienced ML Ops Engineer to build and operate platform capabilities that move models from experimentation to production.
You will own automation, deployment, observability and controls across the ML lifecycle, partnering with researchers, software engineers, and product teams.
This hands-on role focuses on making ML systems reproducible, scalable, secure and dependable—from packaging and release through serving, monitoring, retraining and incident response.
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ML Ops Engineer: Production ML Platform & Reliability employer: cmcmarkets
At CMC Markets, we pride ourselves on being an exceptional employer, offering a dynamic work culture that fosters collaboration and innovation. As a Service Delivery Manager, you will have the unique opportunity to shape service delivery frameworks while working alongside diverse teams in a supportive environment that values professional growth and development. Our commitment to employee well-being is reflected in our inclusive policies and the chance to make a meaningful impact within the financial services sector.
StudySmarter Expert Advice🤫
We think this is how you could land ML Ops Engineer: Production ML Platform & Reliability
✨Join Local Tech Meetups
Get out there and mingle with fellow developers by joining local tech meetups. It’s a fantastic way to meet people who might be working at cmcmarkets or know someone who does. Plus, you can pick up some trendy tech skills and trends while you're at it!
✨Contribute to Open Source Projects
Show off your coding chops by jumping into open-source projects. Not only does this give you practical experience, but it also gets you noticed in the dev community. You'll create a killer portfolio that speaks volumes about your skills to cmcmarkets.
✨Tap into Online Developer Communities
Don’t underestimate the power of online developer communities like GitHub, Stack Overflow, and even Reddit. Participate in discussions, share your projects, and build your visibility. We can often find opportunities through these channels that can lead to a full-time gig at companies like cmcmarkets.
✨Explore Job Boards Specifically for Tech Roles
Keep your eyes peeled on job boards that focus on tech roles. Sites like TechCareers or Stack Overflow Jobs can often have listings for companies like cmcmarkets that might not show up on broader job sites. Make it a habit to check these regularly, and don’t hesitate to apply directly through our website!
We think you need these skills to ace ML Ops Engineer: Production ML Platform & Reliability
Some tips for your application 🫡
Show off your coding skills:When applying for a software engineering role, it's super important to showcase your coding skills. Make sure your CV includes your tech stack, any relevant programming languages you’re comfortable with, and examples of projects you've worked on. If you have a GitHub profile, link it up! We love to see code in action.
Tailor your portfolio:For a full-time role, we’d expect to see some solid examples of your work in your portfolio. Make sure to include at least two or three projects that highlight your problem-solving skills and your ability to work with different technologies. Focus on the projects that are most relevant to the position at cmcmarkets.
Craft a killer cover letter:Your cover letter is your chance to stand out—make it personal! Explain why you want to work at cmcmarkets and how your skills align with the role. Show us your passion for software development. We dig enthusiastic candidates who understand the value of collaboration and continuous learning!
Be clear and concise:When it comes to writing your CV and cover letter, clarity is key. Avoid jargon that could confuse us and stick to simple, direct language. Highlight your achievements with quantifiable results where possible, and keep everything easy to read. A well-organised application goes a long way!
How to prepare for a job interview at cmcmarkets
✨Brush Up on Your Coding Skills
For a full-time software engineering role, it's crucial that we stay sharp with our coding abilities. Expect technical questions that might involve solving problems on the spot or discussing algorithms. Practise on platforms like LeetCode or HackerRank to get comfortable with the types of questions that often come up.
✨Know Your Tools and Frameworks
Make sure we’re well-acquainted with the tools and technologies listed in the job description. Familiarise ourselves with any specific frameworks or programming languages mentioned. If cmcmarkets uses React or Node.js, for instance, be ready to discuss how we’ve used them in previous projects or coursework.
✨Showcase Your Projects
Bring along a portfolio that highlights our best work. This could be code samples, GitHub repositories, or any side projects we’ve built. Make sure we can talk through our thought process for each project, especially the challenges we faced and how we solved them—this shows our problem-solving skills in action.
✨Prepare for Behavioural Questions
While technical skills are key, full-time positions also require cultural fit. Be ready to discuss our previous experiences and how we handle teamwork, conflict, and deadlines. Brush up on the STAR method—Situation, Task, Action, Result—to clearly articulate our past experiences when discussing how we've contributed to a team.
