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 through AI-driven experiences.
- 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 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.
Generative AI ML Engineer for Next-Gen Dating Apps employer: Bumble
At Bumble, we pride ourselves on being an exceptional employer that fosters a vibrant and inclusive work culture. Our team thrives on creativity and collaboration, offering ample opportunities for professional growth and mentorship in the rapidly evolving field of AI and Machine Learning. Located in a dynamic environment, we empower our employees to innovate and make a meaningful impact on how people connect, all while enjoying the benefits of a supportive and agile workplace.
StudySmarter Expert Advice🤫
We think this is how you could land Generative AI ML Engineer for Next-Gen Dating Apps
✨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 projects, especially those related to Generative AI and Machine Learning. 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 common ML scenarios and be ready to discuss how you've tackled challenges in past projects.
✨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 our team at Bumble.
We think you need these skills to ace Generative AI ML Engineer for Next-Gen Dating Apps
Some tips for your application 🫡
Show Your Passion for AI:When writing your application, let your enthusiasm for AI and Machine Learning shine through! Share specific examples of projects or experiences that highlight your love for the field and how you envision using it to revolutionise online dating.
Tailor Your CV and Cover Letter:Make sure to customise your CV and cover letter to reflect the skills and experiences mentioned in the job description. We want to see how your background aligns with our needs, so don’t be shy about showcasing your relevant achievements!
Highlight Collaboration Skills:Since we value teamwork, emphasise your ability to work collaboratively with both technical and non-technical stakeholders. Share examples of how you've successfully partnered with others to solve complex problems or deliver innovative solutions.
Apply Through Our Website:We encourage you to apply directly through our website for a smoother application process. 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 AI Inside Out
Make sure you brush up on the latest trends and breakthroughs in Generative AI and Machine Learning. Be ready to discuss how these technologies can be applied to enhance online dating experiences. Show your passion for AI by sharing your thoughts on its future in this space.
✨Showcase Your Coding Skills
Prepare to demonstrate your Python coding abilities, especially in the context of machine learning frameworks like Pytorch or TensorFlow. You might be asked to solve a problem on the spot, so practice writing clean, production-quality code that adheres to best practices.
✨Collaboration is Key
Since the role involves working with cross-functional teams, be ready to discuss your experience collaborating with both technical and non-technical stakeholders. Share examples of how you've successfully communicated complex ideas and contributed to team projects in a fast-paced environment.
✨Stay Agile and Adaptable
Highlight your experience with agile methodologies and MLOps processes. Be prepared to talk about how you've adapted to changing requirements in previous projects and how you can bring that flexibility to Bumble's dynamic team.
