2906 AI Engineer

Amches, Inc.; Annapolis (MD); On-site; USD 110,000 - 170,000; Full time

Benefits offered by this job

401K

PTO

Healthcare

Life insurance

Job summary

Amches, Inc. in Annapolis, MD is seeking an AI Engineer to support TO-005, Report Authoring and Dissemination (RAD). The role involves designing, prototyping, and integrating AI advances into the RAD architecture to augment human decision making and streamline workflows.

You will collaborate with system and software engineers, perform data analysis, train models, and apply MLOps practices on AWS to deploy scalable AI services. This position emphasizes cutting-edge AI adoption and reliability.

Qualifications

• Lead design and development of AI-driven solutions from conception to deployment.
• Collaborate with cross-functional teams and present AI approaches to stakeholders.
• Perform Exploratory Data Analysis on structured and unstructured data to inform models.

Responsibilities

• Lead the design and development of AI-driven solutions from conception to deployment, ensuring seamless integration with the existing software architecture.
• Collaborate with cross-functional teams including system engineers and software developers, communicating tradeoffs clearly.
• Conduct Exploratory Data Analysis on diverse datasets to inform data models and input formats for AI models.
• Develop, train, and evaluate a variety of machine learning models, and implement validation strategies for accuracy and fairness.
• Stay current with AI advancements and apply new technologies to improve existing systems.

Skills

AI engineering

System integration

Data analysis

Model training

MLOps

Tools

AWS

Job description

Roles and Responsibilities

We have an immediate need for an Artificial Intelligence (AI) Engineer to support TO-005, Report Authoring and Dissemination (RAD). The AI Engineer will work closely with system and software engineers to design, prototype, and integrate AI advancements into the existing RAD architecture. This is a transformative position focused on building solutions that augment human intelligence, streamline workflows, and enhance the overall effectiveness of intelligence operations.

Required technical skills and responsibilities include

• Design and Development: Lead the design and development of AI-driven solutions from conception to deployment, ensuring seamless integration with the existing software architecture. This includes prototyping new models, writing production-quality code, and maintaining existing AI systems.
• Collaboration and Communication: Serve as a key technical liaison, collaborating with cross-functional teams including system engineers, software developers, and domain experts. Effectively present and articulate recommended AI approaches, discussing the tradeoffs and implications of different implementations with both technical and non-technical stakeholders.
• Data Analysis and Modeling: Conduct Exploratory Data Analysis (EDA) on diverse datasets (both structured and unstructured) to inform the data model, identify data quality issues, and determine optimal input formats for AI models.
• Model Building and Evaluation: Develop, train, and evaluate a variety of machine learning models, ensuring they meet performance and reliability requirements. Implement robust testing and validation strategies to ensure models are accurate and unbiased.
• Continuous Improvement: Stay current with the latest advancements in AI and machine learning, continuously seeking opportunities to apply new technologies and methodologies to improve existing systems and solve complex problems.
• Cloud Platforms: Have experience with the Amazon Web Services (AWS) cloud computing platform and machine learning operations (MLOps) tools for deploying and managing machine learning models at scale.

Benefits

• 401K: up to 3% discretionary profit sharing contribution + 100% match on the first 7% of pay
• PTO: 20 days per year
• Healthcare, dental, vision, Free for a single participant
• $50,000 Life insurance provided, additional voluntary life insurance available