At a Glance
- Tasks: Join our ML Ops team to build cutting-edge motion capture products and manage modern ML operations.
- Company: Vicon, an Academy Award-winning leader in motion capture technology.
- Benefits: Competitive salary, generous leave, private medical insurance, and a cycle to work scheme.
- Other info: Enjoy a hybrid working environment in a vibrant academic city with great career growth.
- Why this job: Work at the forefront of technology and make a real impact in entertainment and science.
- Qualifications: Experience with Kubernetes, Python, AWS, and ML toolkits like PyTorch.
The predicted salary is between 36000 - 60000 € per year.
Overview
Department: Vicon Markerless
Employment Type: Permanent - Full Time
Location: Botley, Oxfordshire
Reporting To: Timothy Smith
Description
Are you interested in working on products at the very cutting edge of technology? Want to join Vicon, an Academy Award-winning company, and the world’s largest supplier of precision motion capture and tracking systems?
Vicon is the world leader in motion capture technology, developing high performance software and hardware products for the entertainment, engineering and life science industries. Vicon products are used in major feature films, games, and commercials, and are a crucial measurement tool for biomechanics, robotics, and cutting-edge science.
Vicon is a subsidiary of Oxford Metrics Plc. We are looking for an excellent ML Ops Engineer to join our research and development team in Oxford, England.
Key Responsibilities
This opportunity is to join the ML Operations teams which supports the ML Development team in building leading-edge motion capture products through provisioning and maintaining a modern ML Operations stack.
This stack covers data acquisition pipelines, data management and ML model training infrastructure (SW and on-prem HW). We use both on-prem, self-managed systems and also leverage AWS infrastructure.
You will have opportunities to guide the technical direction of the ML Ops team, suggest new areas of development and the potential to lead your own project.
We offer a hybrid on-site/home-based working environment, with head office located in a major academic city. There is no expectation to be \'on call\' outside core office hours.
Required Skills, Knowledge and Expertise
Essential Skills
- Excellent knowledge and experience of managing an on-premise Kubenetes cluster.
- Excellent knowledge of Kubeflow and similar systems, e.g. MLflow
- Good programming ability in Python with familiarity with Linux systems including scripting and system configuration.
- Experience using AWS, e.g, Cognito, S3, EC2, Lamdas, etc.
- Experience with ML toolkits, e.g. PyTorch, Lightning, etc., along with a solid understanding of how these fit into ML Ops pipelines and tools.
- Be able to design and implement MLOps solutions covering many different technologies.
Desirable Skills
- Background in DevOps with exposure to CI systems, e.g. Jenkins
- Familiarity with infrastructure as code, e.g. Ansible
- Experience, aptitude, and a desire to work with human motion capture, sport, animation tools and techniques.
- Familiarity with C++.
Benefits
- Competitive salary
- 10% Company Pension
- 25 days Annual Leave + Bank Holidays
- Life Cover
- Private Medical with Optical / Dental Insurance
- Permanent Health Insurance
- Cycle to work scheme
- Free On-site Parking
Machine Learning Operations Engineer employer: Vicon Motion Systems Ltd.
Vicon is an exceptional employer, offering a dynamic work environment in the heart of Oxfordshire, where innovation meets creativity. As a subsidiary of Oxford Metrics Plc, we provide our employees with competitive salaries, comprehensive benefits including private medical insurance and a generous pension scheme, and opportunities for professional growth within a collaborative team focused on cutting-edge technology in motion capture. Join us to be part of a culture that values your contributions and encourages you to lead projects that shape the future of entertainment and science.
StudySmarter Expert Advice🤫
We think this is how you could land Machine Learning Operations Engineer
✨Tip Number 1
Network like a pro! Reach out to folks in the industry, attend meetups, and connect with Vicon employees on LinkedIn. A friendly chat can sometimes lead to opportunities that aren’t even advertised!
✨Tip Number 2
Show off your skills! Create a portfolio or GitHub repository showcasing your ML Ops projects. This gives potential employers a taste of what you can do and sets you apart from the crowd.
✨Tip Number 3
Prepare for the interview by brushing up on your technical knowledge. Be ready to discuss your experience with Kubernetes, AWS, and ML toolkits. We want to see how you think and solve problems!
✨Tip Number 4
Don’t forget to apply through our website! It’s the best way to ensure your application gets seen by the right people. Plus, it shows you’re genuinely interested in joining the Vicon team!
We think you need these skills to ace Machine Learning Operations Engineer
Some tips for your application 🫡
Tailor Your CV:Make sure your CV is tailored to the Machine Learning Operations Engineer role. Highlight your experience with Kubernetes, AWS, and any relevant ML toolkits. We want to see how your skills match what we're looking for!
Craft a Compelling Cover Letter:Your cover letter is your chance to shine! Share your passion for motion capture technology and how your background makes you a great fit for Vicon. We love seeing enthusiasm and a personal touch.
Showcase Relevant Projects:If you've worked on projects that involve ML Ops or similar technologies, make sure to mention them. We’re keen to see real-world applications of your skills, so don’t hold back!
Apply Through Our Website:We encourage you to apply directly through our website. It’s the best way to ensure your application gets into the right hands. Plus, it shows us you're serious about joining our team!
How to prepare for a job interview at Vicon Motion Systems Ltd.
✨Know Your Tech Stack
Make sure you’re well-versed in the technologies mentioned in the job description, especially Kubernetes, Kubeflow, and AWS. Brush up on your Python skills and be ready to discuss how you've used these tools in past projects.
✨Showcase Your Problem-Solving Skills
Prepare to discuss specific challenges you've faced in ML Ops and how you overcame them. Vicon is looking for someone who can guide the technical direction, so demonstrate your ability to think critically and propose innovative solutions.
✨Familiarise Yourself with Motion Capture
Since Vicon is a leader in motion capture technology, it’s beneficial to understand the basics of this field. Research their products and think about how your skills can contribute to their development. This shows genuine interest and initiative.
✨Ask Insightful Questions
Prepare thoughtful questions about the team dynamics, ongoing projects, and future directions of the ML Ops team. This not only shows your enthusiasm but also helps you gauge if the company culture aligns with your values.
