What are the responsibilities and job description for the Senior AI/ML Engineer position at CTI?
Who we are
CTI is a leading software, systems, and operational support corporation, specializing in providing user-focused technologies for military and other security applications. We are dedicated to engineering solutions on open, government-owned platforms to ensure the right capabilities are employed on the battlefield.
We are looking for a highly skilled Senior AI/ML Engineer with a strong background in artificial intelligence and machine learning. The ideal candidate will have significant experience in building and fine-tuning large language models (LLMs), developing traditional machine learning models, and assisting in the design and implementation of Retrieval-Augmented Generation (RAG) solutions. As a Senior Engineer, you will work closely with the Principal Engineer to drive our AI/ML initiatives, handling real-life industry data, and contributing to innovative projects that enhance our technological capabilities.
Responsibilities include, but are not limited to:
Necessary Skills and Experience
CTI is a rapidly growing company offering the following:
CTI is a leading software, systems, and operational support corporation, specializing in providing user-focused technologies for military and other security applications. We are dedicated to engineering solutions on open, government-owned platforms to ensure the right capabilities are employed on the battlefield.
We are looking for a highly skilled Senior AI/ML Engineer with a strong background in artificial intelligence and machine learning. The ideal candidate will have significant experience in building and fine-tuning large language models (LLMs), developing traditional machine learning models, and assisting in the design and implementation of Retrieval-Augmented Generation (RAG) solutions. As a Senior Engineer, you will work closely with the Principal Engineer to drive our AI/ML initiatives, handling real-life industry data, and contributing to innovative projects that enhance our technological capabilities.
Responsibilities include, but are not limited to:
- Support the design, development, and deployment of large language models (LLMs) and traditional machine learning models.
- Assist in developing and implementing RAG solutions to improve the retrieval and generation of information.
- Collaborate with cross-functional teams to identify AI/ML opportunities and integrate solutions into products and services.
- Provide guidance and mentorship to junior engineers, promoting best practices in AI/ML.
- Stay informed about the latest advancements in AI/ML and apply them to address complex problems.
- Participate in code reviews to ensure high-quality code standards are upheld.
- Optimize and fine-tune models for performance, scalability, and accuracy.
Necessary Skills and Experience
- Advanced degree in a STEM field or 8 years of relevant experience.
- Proven experience in building and fine-tuning large language models, as well as traditional machine learning models.
- Significant experience working with deep learning models using real-life ("industry") data.
- Proficient in designing and supporting the implementation of Retrieval-Augmented Generation (RAG) solutions.
- Excellent proficiency in Python programming and expertise in one or more deep learning libraries (e.g., PyTorch, TensorFlow, JAX).
- Strong background in software engineering with a focus on AI/ML applications.
- Excellent communication skills and the ability to collaborate effectively with cross-functional teams.
- The ability to obtain a U.S. security clearance post-start date. U.S. Citizenship is required as only U.S. citizens are eligible for a security clearance.
- Proficiency with cloud-native technologies and platforms (such as Kubernetes and Helm) for deploying AI/ML solutions.
- Expertise in deep learning architectures such as CNNs, RNNs, and Transformers.
- Skilled in designing and implementing data storage solutions, including embeddings, and using vector and graph databases.
- Strong foundation in data engineering and big data technologies.
- Familiarity with MLOps or LLMOps practices and tools for model deployment and monitoring.
- Excellent problem-solving skills and the ability to work in a fast-paced, dynamic environment.
- Competence in natural language processing (NLP) and computer vision applications.
CTI is a rapidly growing company offering the following:
- Medical, dental and vision insurance
- H.S.A. (partially funded by CTI) and Flex Spending
- Company-paid life insurance/AD&D and disability insurance
- Optional supplemental life, critical illness, hospital indemnity and accident insurances
- Paid vacation, sick leave and holidays
- 401k plan with Safe Harbor contribution
- Tuition reimbursement/professional training options
- Employee Assistance Program
- Travel Assistance
- Financial Planning Assistance
- Voluntary Pre-Paid Legal
- Flexible schedules with telecommuting options
- Service awards program
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