Akina, Inc is a Woman Owned, Service Disabled, Veteran Owned, Small Business looking for talented individuals. The Artificial Intelligence/Machine Learning Engineer will design, create, test, and productize AI/ML algorithms to solve business challenges, leading teams and ensuring optimal model performance.
Responsibilities:
- Designs, creates, tests, and productizes AI/ML algorithms to solve business challenges
- Creates AI/ML models capable of learning and making predictions as defined by business logic
- Proficient in model architecture, data pipeline interaction, and metrics application, interpretation, and presentation
- Familiarity with application development, infrastructure management, data engineering, and data governance
- Designs and creates scalable solutions for optimal performance through understanding of training, retraining, deploying, scheduling, monitoring, and improving models
- Leads geographically diverse teams and serves as a primary POC for AI-related matters
- Must have exceptional analytical, problem-solving and communication skills
- Select appropriate data sets
- Perform statistical analysis
- Run machine learning algorithms
- Use results to improve models
- Train and retrain systems when needed
- Experience in working with various ML libraries and packages
- Run standard test and evaluation protocols
- Provide system integration oversight
- Oversee test and evaluation of AI and ML algorithms through an iterative design process to meet verification and validation requirements
- Research and implement a broad range of AI and ML algorithms and tools
- Design or select appropriate data and knowledge representation methods
- Recognize software architecture, data modeling, and data structures
- Transform and convert data science prototypes into scalable solutions
- Verify data and model output quality
- Identify differences in data distribution that affect model performance