AI Developer – Model Creation & Full Stack (Python)
Location
United States
Posted
4 days ago
Salary
Not specified
Job Description
Role Description
ECS is seeking an AI Developer to work in our Memphis, TN office (Remote Considered). We are seeking a highly skilled AI Developer with expertise in machine learning model creation and full-stack application development. The ideal candidate will be excited to join an organization that is heavily investing in AI.
This role requires the need to build high performance Python-based AI/ML solutions capable of processing extremely large data sets and integrating them into scalable web applications, including LLMs. This role also requires strong problem-solving skills, a deep understanding of AI frameworks, and the ability to work across the entire technology stack.
Key Responsibilities:
-
AI/ML Model Development:
- Design, build, fine-tune, and train machine learning and deep learning models using Python.
- Perform data preprocessing, feature engineering, and model optimization.
- Evaluate models using domain appropriate metrics and improve performance iteratively.
- Deploy custom models to production environments (cloud/on-premises) using MLOps best practices.
-
Full-Stack Development:
- Develop high throughput, event-driven microservices (RESTful APIs, GraphQL) for application backends and MCP servers to serve AI models.
- Build responsive and user-friendly front-end interfaces for AI-powered applications.
- Integrate AI models into web and mobile applications.
- Ensure scalability, security, and performance of deployed solutions.
-
Collaboration & Documentation:
- Work closely with data scientists, developers, frontend developers, and product managers.
- Document model architectures, APIs, and deployment processes.
- Participate in code reviews and maintain high coding standards.
Qualifications
- Programming: Strong proficiency in Python (NumPy, Pandas, scikit-learn, TensorFlow, PyTorch, Transformers).
- Full Stack: Experience with backend frameworks (Django, Flask, FastAPI) and frontend frameworks (React, Angular, or Vue.js).
- Databases: Knowledge of SQL (PostgreSQL, MySQL) and NoSQL (MongoDB, Redis).
- DevOps & Deployment: Familiarity with Docker, Kubernetes, CI/CD pipelines, and cloud platforms (AWS, Azure, GCP).
- Version Control: Proficiency with GitHub workflows.
- Mathematics & AI Concepts: Strong understanding of statistics, linear algebra, and machine learning algorithms.
Requirements
- Salary Range: $150,000 - $165,000
Benefits
- General Description of Benefits
Job Requirements
- Programming: Strong proficiency in Python (NumPy, Pandas, scikit-learn, TensorFlow, PyTorch, Transformers).
- Full Stack: Experience with backend frameworks (Django, Flask, FastAPI) and frontend frameworks (React, Angular, or Vue.js).
- Databases: Knowledge of SQL (PostgreSQL, MySQL) and NoSQL (MongoDB, Redis).
- DevOps & Deployment: Familiarity with Docker, Kubernetes, CI/CD pipelines, and cloud platforms (AWS, Azure, GCP).
- Version Control: Proficiency with GitHub workflows.
- Mathematics & AI Concepts: Strong understanding of statistics, linear algebra, and machine learning algorithms.
- Salary Range: $150,000 - $165,000
Benefits
- General Description of Benefits
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