Talent.com
Full Stack Engineer

Full Stack Engineer

Weekday AISan Francisco, CA, United States
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This role is for one of the Weekday's clients

Salary range : $180k - $250k

Experience : 6+ YoE

We are seeking an experienced Full Stack Engineer with a strong background in AI-driven application development , Python , TypeScript , and ETL pipelines . The ideal candidate will bring deep technical expertise across the stack, from designing and implementing scalable backend systems to creating intuitive and responsive frontends. You will play a key role in building, integrating, and optimizing systems that process and transform large datasets into actionable insights, leveraging AI technologies to deliver intelligent features.

Key Responsibilities

  • End-to-End Development : Design, develop, and deploy high-quality AI-driven web applications, ensuring performance, scalability, and maintainability across both frontend and backend.
  • Backend Engineering : Build robust server-side applications using Python (FastAPI, Flask, or Django), integrating with databases, APIs, and AI / ML models.
  • Frontend Development : Create engaging and responsive user interfaces with TypeScript (React.js, Next.js, or Angular), ensuring an exceptional user experience.
  • AI Integration : Collaborate with data scientists to integrate machine learning models into production systems, ensuring seamless data flow and model performance monitoring.
  • ETL Pipeline Development : Design, implement, and optimize ETL processes to efficiently collect, transform, and load large-scale datasets from multiple sources.
  • API Design & Integration : Develop and consume RESTful and GraphQL APIs for communication between services and external systems.
  • Cloud Deployment : Work with AWS, Azure, or GCP to deploy, scale, and monitor applications and ETL pipelines in production environments.
  • Testing & Quality Assurance : Implement automated testing strategies (unit, integration, and end-to-end) to maintain software quality and reliability.
  • Collaboration : Work closely with cross-functional teams including data engineering, AI research, product management, and UX design to deliver impactful features.
  • Continuous Improvement : Stay current with emerging technologies, frameworks, and AI trends to propose innovative solutions and improve development practices.

Required Skills & Qualifications

  • Experience : 6–10 years in full stack development, with at least 2–3 years in AI-driven application projects.
  • Programming Expertise : Strong proficiency in Python for backend / API development and TypeScript for frontend applications.
  • Frameworks : Hands-on experience with Python frameworks (FastAPI, Flask, Django) and TypeScript-based frontend frameworks (React, Angular, or Next.js).
  • ETL & Data Engineering : Proven track record in designing and maintaining ETL pipelines and working with data processing tools (Airflow, dbt, or similar).
  • Databases : Proficiency in relational and NoSQL databases (PostgreSQL, MySQL, MongoDB, or similar).
  • AI / ML Integration : Experience integrating AI / ML models into production workflows, preferably with TensorFlow, PyTorch, or scikit-learn.
  • Cloud & DevOps : Familiarity with containerization (Docker, Kubernetes) and CI / CD pipelines, along with cloud services (AWS Lambda, S3, GCP BigQuery, Azure Data Factory).
  • Problem Solving : Strong analytical and troubleshooting skills, with the ability to address technical challenges in complex systems.
  • Collaboration : Excellent communication skills and a track record of working in agile, cross-functional teams.
  • Preferred Qualifications

  • Prior experience with real-time data processing and streaming technologies (Kafka, Spark).
  • Knowledge of MLOps best practices for model deployment and monitoring.
  • Understanding of data governance, security, and compliance standards.
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