AI/ML Engineer II

Reflexive ConceptsAnnapolis, MarylandOn-siteContractMid level, 2–5 yearsListed 8 hours ago

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About this role

Reflexive Concepts is seeking a skilled Artificial Intelligence/Machine Learning Engineer to join our team!

Specifically, we are looking for an AI/ML Engineer to design, create, test, and productize AI/ML algorithms in support of the FFPP VISTA Development and Sustainment (MT&E Team) mission. The AI/ML Engineer should be proficient in model architecture, data pipeline interaction, and metrics application, and familiar with application development, infrastructure management, data engineering, and data governance.

Qualifications:

- Five (5) years experience in applied machine learning in programs and contracts of similar scope, type, and complexity

- A Masters or Ph.D. degree in advanced math, artificial intelligence, data science, computer science or deep learning from an accredited college or university

5 additional years of machine learning experience with a relevant Bachelors degree may be substituted for a Masters degree

- Experience with standard machine learning frameworks, e.g. PyTorch, TensorFlow

Required:

- Select appropriate data sets

- Perform statistical analysis

- Run machine learning algorithms

- Use results to improve models

- Train and retrain systems when needed

- Experience 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 modelling, 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