Artificial Intelligence Machine Learning Engineer 3
Captivation Software
About the role
Build to something to be proud of.
Captivation has built a reputation on providing customers exactly what is needed in a timely manner. Our team of engineers take pride in what they develop and constantly innovate to provide the best solution. Captivation is looking for software developers who can get stuff done while making a difference in support of the mission to protect our country.
Description
Captivation Software is looking for a senior level AI/ML engineer who will be responsible for designing, creating, testing, and productizing AI/ML algorithms to solve business challenges
Responsibilities
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 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
Develop criteria for test and evaluation to include explainability and resiliency
Deep understanding of AI logic, semantics, ontologies, and knowledge representation
Demonstrated ability to design, evaluate, and productize AI/ML models on a range of commercial cloud-based architectures
Design ML algorithms according to customer requirements
Research, experiment with, and implement suitable ML algorithms and tools
Broaden current AIML frameworks and machine learning libraries
Requirements
Security Clearance:
Must currently hold a Top Secret/SCI U.S. Government security clearance with a favorable Polygraph, therefore all candidates must be a U.S. citizen
Minimum Qualifications:
10 years experience deploying machine learning algorithms is required.
A Master's or Ph.D. degree in advanced math, artificial intelligence, data science, computer science or deep learning from an accredited college or university is required.
7 additional years machine learning experience with a relevant Bachelor's degree may be substituted for a Master's degree.
Required Skills:
Demonstrated abilities in software engineering and AI/ML model test and evaluation.
This position is open for direct hires only. We will not consider candidates from third party staffing/recruiting firms.
Benefits
Annual Salary: $130,000 - $270,000 (Depends on the Years of Experience)
Up to 20% 401k contribution (No Matching Required and Vested from Day 1)
Above Market Hourly Rates
$3,600 HSA Contribution
6 Weeks Paid Time Off
Company Paid Employee Medical/Dental/Vision Insurance/Life Insurance/Short-Term & Long-Term Disability/AD&D
Responsibilities
- Design, test, and productize AI/ML algorithms and models.
- Select datasets, perform statistical analyses, and train or retrain machine learning systems.
- Evaluate model and data quality, including explainability, resiliency, and distribution differences.
- Transform data science prototypes into scalable solutions and oversee system integration.
- Research and implement suitable machine learning algorithms, tools, and frameworks.
Qualifications
- At least 10 years of experience deploying machine learning algorithms.
- Master's or Ph.D. in advanced mathematics, artificial intelligence, data science, computer science, or deep learning; a relevant bachelor's degree plus 7 additional years of machine learning experience may substitute.
- Demonstrated software engineering and AI/ML model test and evaluation skills.
- Must currently hold a Top Secret/SCI U.S. government security clearance with a favorable polygraph.
- Must be a U.S. citizen.
Benefits
- Up to 20% 401(k) contribution, vested from day one
- $3,600 HSA contribution
- Six weeks of paid time off
- Company-paid medical, dental, vision, life, short-term and long-term disability, and AD&D insurance
Skills mentioned
About Captivation Software
Build something to be proud of. Captivation is focused on engineering digital solutions for mission makers. We deliver software engineering expertise across a broad spectrum of disciplines, collaborating to solve problems with the agility and efficiency of a small business. Captivation has built a reputation on providing customers exactly what is needed in a timely manner. Our team of engineers take pride in what they develop and constantly innovate to provide the best solution. Captivation is a small, developer-oriented company that embraces the progressive attitude you would expect at a tech startup. We value transparency in the employer-employee relationship, and aim to empower our team through a flattened company structure. We actively pursue the most interesting work the Intelligence Community has to offer. Our team works with leading software technologies to create awesome solutions for happy clients.