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 and make a real impact.
- Qualifications: Advanced degree in a quantitative field and experience in machine learning deployment.
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.
Senior ML Engineer: AI Discovery & GenAI Innovation employer: Bumble
At Bumble, we pride ourselves on fostering a vibrant and inclusive work culture that champions innovation and creativity. As a Senior ML Engineer, you'll be part of a dynamic team where your contributions directly impact the future of online dating, with ample opportunities for professional growth and mentorship. Located in a fast-paced environment, we offer competitive benefits and a collaborative atmosphere that encourages you to push boundaries and explore new ideas in AI and Machine Learning.
StudySmarter Expert Advice🤫
We think this is how you could land Senior ML Engineer: AI Discovery & GenAI Innovation
✨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 related to 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. We want to see how you think!
✨Tip Number 4
Don’t forget to apply through our website! It’s the best way to ensure your application gets seen. Plus, it shows you’re genuinely interested in joining our team at Bumble.
We think you need these skills to ace Senior ML Engineer: AI Discovery & GenAI Innovation
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 AI-driven revolution!
Craft a Compelling Cover Letter:Your cover letter is your chance to show us your personality and passion for AI and Machine Learning. Share specific examples of your work, especially in generative AI, and explain why you're excited about the opportunity at Bumble. Let us know how you can help shape the future of online connections!
Showcase Your Projects:If you've worked on any relevant projects, whether personal or professional, make sure to include them. We love seeing practical applications of your skills, especially if they involve Python, Pytorch, or TensorFlow. This is your chance to shine and demonstrate your creativity!
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 serious about joining our dynamic team at Bumble!
How to prepare for a job interview at Bumble
✨Know Your Stuff
Make sure you brush up on your knowledge of Generative AI and Machine Learning. Be ready to discuss your hands-on experience with frameworks like Pytorch or TensorFlow, and have examples of how you've delivered machine learning models to production at scale.
✨Show Your Creative Side
Since Bumble values creativity, think of innovative solutions you've developed in the past. Prepare to share specific examples where your creative thinking led to successful outcomes, especially in fast-paced environments.
✨Collaboration is Key
Be prepared to talk about your experience working cross-functionally. Highlight instances where you've collaborated with different teams to identify user needs and design effective AI solutions. This shows you can work well with both technical and non-technical stakeholders.
✨Stay Current
Demonstrate your passion for AI by discussing the latest developments in the field. Mention any recent trends or technologies that excite you and how they could be applied to enhance online dating experiences. This shows you're not just knowledgeable but also genuinely interested in driving innovation.
