What You'll Do:
- Design, implement and maintain machine learning platform and data pipelines, ensuring seamless deployment, scaling, and monitoring of models in production environments.
- Set up monitoring systems for deployed models and tracking key metrics.
- Apply and share software engineering best practices within the context of machine learning.
- Collaborate with ML engineers to ensure model performance is maintained in production and work with software engineers to integrate ML systems into the broader application stack.
- Accelerate machine learning development, evaluation, and integration speed through automation of workflows, tools, and processes to enhance collaboration and efficiency.
What We’re Looking For:
- Proficiency in Python, with solid software engineering fundamentals.
- Hands-on experience designing and building backend APIs or services with frameworks like FastAPI, Django, or similar.
- Experience building and operating containerized applications using Docker, with hands-on expertise in managing Kubernetes clusters.
Nice-To-Haves:
- Experience with cloud platforms such as GCP, AWS, or Azure.
- Experience with machine learning frameworks (PyTorch, TensorFlow).
- Experience with MLOps tools (Kubeflow, MLflow, TFX).
- Experience with monitoring tools (Prometheus, Grafana) and logging frameworks.
- Knowledge of data engineering concepts (ETL pipelines, data lakes, data warehouses).
- Understand and apply AI tools into your workflow.
Top Skills
What We Do
At PicCollage Company, innovation and creativity drive everything we do. We pride ourselves on embracing the concept of Creative AI. Creative AI is about harnessing the power of AI to unlock everyone's creative potential, particularly with images and videos.
Our PicCollage app is a leading photo & video app for iOS and Android with over 260 million downloads worldwide. It empowers users to create collages with images, text, stickers, GIFs, and videos, which they can easily share with friends and followers.
In addition to PicCollage app, with our Explore Effort, we are focusing on building new products that make life more interesting by helping people connect, create, and celebrate. Our goal is to deliver simple yet powerful products that enable people to share the moments of their lives.
Life shouldn't be boring, and neither should work. Do you thrive on tackling challenging problems, enjoy working with talented coworkers in cool offices? Come join us to create fun and innovative apps for millions of users around the world with Creative AI!
