Join to apply for the Machine Learning Engineer role at Pure App
Join to apply for the Machine Learning Engineer role at Pure App
Direct message the job poster from Pure App
Pure is a global dating app committed to bringing honesty and fun into the dating world. We believe that dating is more than just swiping – it’s a delightful journey where everyone can discover something special, regardless of their preferences.
We are looking for a Machine Learning Engineer who will design, build, and maintain highly-scalable, distributed ML systems and lead the development of business-focused models that directly drive product growth and revenue.
What are we looking for?
- PhD or MS in machine learning, computer science, statistics, or other highly quantitative fields
- 5+ years of professional experience (if applicable).
- Hands-on experience in designing and building highly scalable distributed ML models.
- Excellent software design and development skills in Python along with SQL.
- Solid understanding of various software engineering best practices and their appropriate application.
- In-depth knowledge of deep neural networks, classification and regression techniques, and natural language processing.
- Experience with recommendation systems for gaming, e-commerce, social media, or other entertainment platforms.
- Strong understanding of data structures and algorithms and their implementation in machine learning models.
- Experience with data preprocessing, feature engineering, and model selection.
- Ability to communicate complex technical concepts to non-technical stakeholders.
Nice to have:
- Experience with big data frameworks, especially in combining extensive datasets.
- Expertise with Kubernetes and overall AWS deployments.
- Demonstrable experience in building and developing ML algorithms.
- Proven experience producing computationally efficient software to meet real-time requirements.
- Proven experience integrating Large Language Models into real-time business applications.
What will you be working on?
- Exciting problems for recommendations to improve the user experience.
- Designing and implementing state-of-the-art machine learning algorithms, some of them involving LLMs, in distributed machine learning frameworks.
- Conducting experiments to evaluate model performance and provide recommendations for improvements.
- Developing and maintaining documentation for models, datasets, and experiments.
- Work with data scientists and software engineers to build and improve machine learning systems.
- Collaborate closely with product, and trust & safety teams to ensure recommendations enhance both user experience and platform safety.
What do we offer?
- A competitive salary that matches our expectations and your level of experience.
- Yearly performance bonus.
- An opportunity to work on a product in the growth stage.
- Yearly education budget.
- A multinational and diverse workplace.
At Pure, we are anything but boring. Join us on a mission to make dating more exciting for everyone!
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