At a Glance
- Tasks: Join a dynamic team to develop innovative AI-driven features for online dating.
- Company: Bumble, a leader in revolutionising online connections through technology.
- Benefits: Competitive salary, flexible work environment, and opportunities for professional growth.
- Other info: Fast-paced environment with a focus on creativity and collaboration.
- Why this job: Shape the future of relationships with cutting-edge AI technology.
- Qualifications: Advanced degree in a quantitative field and experience in machine learning.
The predicted salary is between 60000 - 80000 £ per year.
Join our team at Bumble, where we’re revolutionizing online dating through innovative AI-driven experiences. We’re seeking machine learning engineers to spearhead the development of the next generation of online dating. In this role, you will be a foundational member of a small, dynamic team dedicated to creating cutting-edge solutions that redefine how people connect and form relationships online. The ideal candidate thrives in a fast-paced environment, is a creative thinker, and has a proven track record in Generative AI and Machine Learning. If you're passionate about leveraging AI to shape the future of online connections, we want to hear from you!
What you'll be doing:
- Work in a small, dynamic team that values agility, creativity, and autonomy
- Contribute to the technical development of new (generative) AI-powered features in our apps
- Collaborate cross-functionally with teams across the business to identify user needs and design AI and Machine Learning solutions that meet these needs
- Collaborate with the MLOps team to optimize AI and Machine Learning solutions for performance and scalability
- Mentor and coach team members on ML engineering best practices
- Stay up to date with the latest developments in AI to drive innovation
We'd love to meet someone with:
- An advanced degree in Computer Science, Mathematics or a similar quantitative discipline
- Hands-on experience in delivering machine learning models to production at scale
- Demonstrated ability to develop innovative technical solutions to complex problems
- Experience in writing production-quality Python code
- Comfortable working with classic ML frameworks, such as Pytorch or TensorFlow
- Comfortable working with modern LLM deployment frameworks and libraries, such as HuggingFace TGI, VLLM, TensorRT-LLM, or similar
- Strong understanding of machine learning applications development life cycle processes and tools: CI/CD, version control (git), testing frameworks, MLOps, agile methodologies, monitoring and alerting
- Comfortable working with Docker and containerised applications
- Experienced at deploying high-load ML applications on container orchestrators (bare-metal k8s, GKE, EKS)
- Understanding of the concepts of GPU-powered workloads, NVIDIA drivers, container runtimes
- Strong communication skills, and the ability to work collaboratively and proactively in a fast-paced environment alongside technical and non-technical stakeholders
- A genuine passion for AI and Machine Learning, and a thoughtful approach to AI fairness, accountability, and transparency.
Machine Learning Engineer - AI Discovery employer: Bumble
At Bumble, we pride ourselves on fostering a vibrant and inclusive work culture that champions innovation and creativity. As a Machine Learning Engineer in our AI Discovery team, you'll enjoy the benefits of working in a dynamic environment where your contributions directly impact the future of online dating. With ample opportunities for professional growth and collaboration across diverse teams, Bumble is an exceptional employer for those eager to make a meaningful difference in the world of technology and relationships.
StudySmarter Expert Advice🤫
We think this is how you could land Machine Learning Engineer - AI Discovery
✨Tip Number 1
Network like a pro! Reach out to folks in the industry, attend meetups, and connect with people on LinkedIn. You never know who might have the inside scoop on job openings or can refer you directly.
✨Tip Number 2
Show off your skills! Create a portfolio showcasing your machine learning projects, especially those involving generative AI. This will give potential employers a taste of what you can bring to the table.
✨Tip Number 3
Prepare for interviews by brushing up on your technical knowledge and problem-solving skills. Practice coding challenges and be ready to discuss your past projects in detail—this is your chance to shine!
✨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, we love seeing candidates who are genuinely interested in joining our team.
We think you need these skills to ace Machine Learning Engineer - AI Discovery
Some tips for your application 🫡
Show Your Passion for AI:When writing your application, let your enthusiasm for AI and Machine Learning shine through. We want to see how your passion aligns with our mission to revolutionise online dating through innovative solutions.
Tailor Your Experience:Make sure to highlight your hands-on experience with machine learning models and any relevant projects you've worked on. We’re looking for specific examples that demonstrate your skills in Python and ML frameworks like Pytorch or TensorFlow.
Be Clear and Concise:Keep your application clear and to the point. We appreciate well-structured applications that make it easy for us to see your qualifications and how you can contribute to our dynamic team.
Apply Through Our Website:Don’t forget to apply through our website! It’s the best way for us to receive your application and ensures you’re considered for this exciting opportunity to shape the future of online connections.
How to prepare for a job interview at Bumble
✨Know Your Stuff
Make sure you brush up on your knowledge of machine learning and generative AI. Be ready to discuss your past projects and how you've applied these technologies in real-world scenarios. This is your chance to showcase your hands-on experience and technical skills!
✨Show Your Creative Side
Bumble is all about innovation, so don’t shy away from sharing your creative ideas during the interview. Think about how you can leverage AI to enhance online dating experiences and be prepared to discuss potential solutions or features you’d like to develop.
✨Collaboration is Key
Since you'll be working in a dynamic team, highlight your teamwork skills. Share examples of how you've collaborated with cross-functional teams in the past, especially when it comes to identifying user needs and designing solutions. Communication is crucial, so demonstrate your ability to engage with both technical and non-technical stakeholders.
✨Stay Current
The field of AI is always evolving, so show that you're up-to-date with the latest trends and technologies. Mention any recent developments in AI that excite you and how they could apply to Bumble's mission. This will reflect your genuine passion for the field and your commitment to driving innovation.
