At a Glance
- Tasks: Join a dynamic team to develop innovative AI features for next-gen dating apps.
- Company: Bumble, a leader in revolutionising online dating with cutting-edge technology.
- Benefits: Competitive salary, flexible work options, and opportunities for professional growth.
- Other info: Fast-paced environment with a focus on creativity and collaboration.
- Why this job: Shape the future of online connections using your passion for AI and Machine Learning.
- Qualifications: Advanced degree in a quantitative field and hands-on ML experience required.
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
Generative AI ML Engineer for Next-Gen Dating Apps in London employer: Bumble
At Bumble, we pride ourselves on fostering a vibrant and inclusive work culture that champions creativity and innovation. As a Generative AI ML Engineer, you'll be part of a close-knit team where your contributions directly impact the future of online dating, with ample opportunities for professional growth and mentorship. Located in a dynamic environment, we offer competitive benefits and a commitment to leveraging cutting-edge technology to redefine connections, making Bumble an exceptional place to advance your career in AI and Machine Learning.
StudySmarter Expert Advice🤫
We think this is how you could land Generative AI ML Engineer for Next-Gen Dating Apps in London
✨Tip Number 1
Network like a pro! Reach out to people in the industry, attend meetups, and connect with Bumble employees on LinkedIn. A personal touch can make all the difference when it comes to landing that interview.
✨Tip Number 2
Show off your skills! Create a portfolio showcasing your projects in Generative AI and Machine Learning. This is your chance to demonstrate your creativity and technical prowess, so make it shine!
✨Tip Number 3
Prepare for the interview by brushing up on your knowledge of AI trends and Bumble's mission. We want to see your passion for shaping online connections, so be ready to discuss how you can contribute to our innovative team.
✨Tip Number 4
Apply through our website! It’s the best way to ensure your application gets noticed. Plus, it shows you're genuinely interested in joining our team at Bumble and being part of this exciting journey.
We think you need these skills to ace Generative AI ML Engineer for Next-Gen Dating Apps in London
Some tips for your application 🫡
Tailor Your CV:Make sure your CV reflects the skills and experiences that match the job description. Highlight your hands-on experience with machine learning models and any innovative solutions you've developed. We want to see how you can contribute to our mission!
Craft a Compelling Cover Letter:Your cover letter is your chance to show us your personality and passion for AI and online dating. Share why you're excited about this role and how your background makes you a perfect fit for our dynamic team at Bumble.
Showcase Your Projects:If you've worked on any relevant projects, especially those involving generative AI or ML, make sure to include them! We love seeing real-world applications of your skills, so don’t hold back on sharing your achievements.
Apply Through Our Website:We encourage you to apply directly through our website. It’s the best way for us to receive your application and ensures you’re considered for the role. Plus, it shows us you’re keen to join our team!
How to prepare for a job interview at Bumble
✨Know Your AI Stuff
Make sure you brush up on the latest trends in Generative AI and Machine Learning. Be ready to discuss your hands-on experience with frameworks like Pytorch or TensorFlow, and how you've delivered ML models to production. This shows you're not just a theorist but someone who can get things done.
✨Show Off Your Problem-Solving Skills
Prepare examples of complex problems you've tackled using innovative technical solutions. Think about specific challenges you've faced in previous roles and how you approached them. This will demonstrate your creative thinking and ability to thrive in a fast-paced environment.
✨Collaboration is Key
Since you'll be working in a small, dynamic team, highlight your experience collaborating cross-functionally. Share instances where you've worked with non-technical stakeholders to identify user needs and design effective AI solutions. This shows you can communicate well and work effectively with diverse teams.
✨Stay Current and Curious
Show your passion for AI by discussing recent developments in the field. Mention any relevant projects or research you've been involved in, and express your eagerness to drive innovation at Bumble. This will reflect your genuine interest in shaping the future of online connections.
