- Company Name
- iPivot
- Job Title
- Artificial Intelligence Engineer
- Job Description
-
Job Title: Artificial Intelligence Engineer
Role Summary
Design, develop, and deploy AI/ML solutions to address business use cases. Work with structured and unstructured data to train models, implement prediction, classification, and recommendation algorithms, and integrate models into applications via APIs. Optimize model performance, maintain documentation, and collaborate with data scientists, engineers, and product teams.
Expectations
- Deliver robust, production‑ready AI solutions that meet specified performance metrics.
- Follow best coding practices and maintain high code quality.
- Continuously evaluate and improve model accuracy and scalability.
Key Responsibilities
- Design, build, and deploy AI/ML models for diverse business scenarios.
- Prepare and preprocess data, engineer features, and select appropriate modeling techniques.
- Implement algorithms for prediction, classification, recommendation, and other AI tasks.
- Integrate AI models with applications through REST APIs.
- Optimize models for performance, accuracy, and resource efficiency.
- Document model design, data pipelines, and deployment processes.
- Collaborate with data science, engineering, and product teams throughout the development lifecycle.
Required Skills
- Strong Python programming, with experience in NumPy, Pandas, and Scikit‑learn.
- Solid understanding of machine learning fundamentals and basic deep learning concepts.
- Experience building and training models on structured and unstructured data.
- Familiarity with REST API design and integration.
- Knowledge of data preprocessing, feature engineering, and model evaluation metrics.
Good to Have
- Exposure to NLP, computer vision, or large language models.
- Experience deploying models on cloud platforms (AWS, Azure, or GCP).
- Familiarity with Docker, model serving tools, and container orchestration.
- SQL and NoSQL database knowledge.
Required Education & Certifications
Bachelor’s degree in Computer Science, Data Science, or a related technical field (preferred). Certifications in AI/ML or relevant technologies are a plus.