Senior Machine Learning Engineer (Computer Vision) - Trust & Safety
Bumble
- London
- Permanent
- Full-time
- Work in a cross-functional team alongside data scientists, machine learning engineers, engineering and product teams
- Explore, develop and deliver new cutting-edge technologies for computer vision/machine learning applications like image classification, facial recognition and synthetic image generation
- Participate in cutting-edge research in computer vision
- Set up and conduct large-scale experiments to test hypotheses and drive product development
- Implement state-of-the-art machine learning models for measurable impact across the business
- Partner with business functions and engineering teams to help frame problems into scalable AI solutions and solve key problems by leveraging the large and complex datasets at our disposal
- Keep up with state-of-the-art research with the opportunity to create prototypes for the business and publish at top conferences
- An advanced degree in Computer Science, Mathematics or a similar quantitative discipline - a Ph.D. is a bonus
- Proven experience in ML with a Computer Vision focus
- Experience in designing, developing, and training ML models for large-scale deployments
- Experience in leading ML projects in the industry, from gathering requirements with stakeholders to production roll out and monitoring;
- Experience in training and benchmarking dataset creation from dataset scoping, definition, preparation, and pre-processing for ML training
- Understanding of software development life cycle processes and tools - ETL pipelines, CI/CD, MLOps, agile methodologies, version control (git), testing frameworks
- Experience accessing and combining data from multiple sources and building data pipelines
- Strong statistical modelling background - hypotheses testing, inference, regressions, random variables
- Ability to work collaboratively and proactively in a fast-paced environment alongside scientists, engineers and non-technical stakeholders
- Ability to combine business intuition with the application of advanced solutions
- A passion for keeping up with the latest ongoings in Data Science and Machine Learning communities
- A curious mind, self-starter and endlessly keen to learn and develop themselves professionally
- An understanding of/experience with the Trust & Safety space
- Experience with cloud infrastructures - GCP is a plus
- Publications in top data science conferences like KDD, ECML, NeurIPS