About the role
TL;DR
Design, build, and productionize AI and ML solutions to enhance user experiences.
- •Match Group is seeking a Senior Machine Learning Engineer to explore, design, and build AI prototypes that enhance user experiences across their dating products.
- •This role involves close collaboration with product owners and data scientists to deliver production-ready ML/AI solutions.
- •Key Responsibilities Explore, design, and build AI prototypes to alter user experiences.
- •Collaborate with Product Owners and Data Scientists to capture requirements and design ML/AI solutions.
- •Contribute to LLM-based initiatives to support business growth and user experience.
- •Design scalable solutions to productionize machine learning models and manage their lifecycle.
- •Develop tools and pipelines for tracking models and experiments, and design data pipelines for real-time data ingestion.
- •Requirements B.S., M.S or PhD in computer science or a related field.
- •Minimum of 5+ years of post-graduation experience as a Machine Learning Engineer, Software Engineer with algorithm experience, or Data Scientist.
- •Minimum of 3+ years of experience building and productionalizing ML pipelines and solutions, including LLM solutions.
- •Significant experience in deep learning techniques and tools like PyTorch/Tensorflow.
- •Excellent programming skills with a proven track record of scaling and productionizing ML solutions.
Required skills
PythonSQLPyTorchTensorFlowscikit-learnLLMsGoogle CloudDockerKubernetesGit
Domain expertise
ai
Tech stack
PythonSQLPyTorchTensorFlowscikit-learnLLMsGoogle CloudDockerKubernetesGit