Backend Engineer (Platform Team) at PicCollage

Taipei, Taiwan

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Not SpecifiedCompensation

Mid-level (3 to 4 years), Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

Technology, AIIndustries

Requirements

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
(Nice-to-Haves) Experience with machine learning frameworks (PyTorch, TensorFlow)
(Nice-to-Haves) Experience with MLOps tools (Kubeflow, MLflow, TFX)
(Nice-to-Haves) Experience with monitoring tools (Prometheus, Grafana) and logging frameworks
(Nice-to-Haves) Knowledge of data engineering concepts (ETL pipelines, data lakes, data warehouses)
(Nice-to-Haves) Understand and apply AI tools into your workflow

Responsibilities

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

Skills

Data Pipelines

ML Deployment

Model Monitoring

Model Scaling

Backend Development

MLOps

Infrastructure

Software Engineering

PicCollage

App for creating personalized photo collages

About PicCollage

PicCollage offers an app that allows users to create photo collages and personalized messages easily. The app enables users to turn their photos into creative collages by providing various templates, backgrounds, and stickers, or by using a freestyle mode for more customization. It caters to a wide audience, including individuals documenting personal events and families sharing special moments, and is especially popular for making greeting cards and social media posts. PicCollage distinguishes itself from competitors with its user-friendly interface and diverse creative tools. The app operates on a freemium model, allowing free downloads with optional in-app purchases for additional features, which helps attract a large user base while generating revenue. The goal of PicCollage is to simplify the collage-making process and enhance user engagement in the digital photo editing space.

San Francisco, CaliforniaHeadquarters

2007Year Founded

$2.2MTotal Funding

SEEDCompany Stage

Consumer SoftwareIndustries

51-200Employees

Benefits

Competitive salary

Performance bonuses

Stock options

Work flexibility

Free lunch

Macbooks

Office amenities

Risks

Competition from AI-driven apps may reduce PicCollage's market share.

Privacy concerns could impact PicCollage's cloud storage development for Android.

Rapid iOS updates might cause compatibility issues, affecting user experience.

Differentiation

PicCollage offers a user-friendly interface with diverse creative tools and templates.

The app supports personalized messages, enhancing user engagement and creativity.

PicCollage's freemium model attracts a broad user base with optional premium features.

Upsides

Increased demand for personalized digital content boosts PicCollage's market potential.

AI-driven features and 5G networks enhance PicCollage's app performance and capabilities.

Collaborations with influencers improve PicCollage's visibility and user acquisition.

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