Full Stack Engineer

New Yesterday

2 days ago Be among the first 25 applicants 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.
Requirements
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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Location:
San Francisco, CA, United States
Salary:
$200,000 - $250,000
Job Type:
FullTime
Category:
IT & Technology