AI/ML Engineer

CACI International • Aurora, CO

1d

About The Position

This position is for an AI/ML Engineer looking for new challenging problems. You will support the development of AI/ML algorithms in a multitude of disciplines from object detection/classification, natural language processing, reinforcement learning, and large language models. Additionally, we have a team of excellent researchers and software developers who are eager to mentor.

Requirements

• Effective communicator with the ability to write and present technical reports
• Experience with Python and any of the following Python data science / machine learning libraries: Pandas, scikit-learn, TensorFlow, Keras, Pytorch
• Experience with one or more of the following: Applying unsupervised and/or supervised machine learning techniques Applying and/or developing algorithms based in statistical analysis Analyzing large datasets and building models to perform inference
• BS in machine learning, computer science, mathematics, or relevant fields
• 2+ years of experience developing AI/ML applications, data science, and/or algorithm development
• Active TS/SCI with Poly U.S. Government Security Clearance

Nice To Haves

• MS or PhD in machine learning, computer science, mathematics, or relevant fields
• Experience leading an interdisciplinary team of researchers and software developers
• Experience with any of the following AI/ML domains: Large Language Models and experience identifying ways to incorporate them into new areas and applications Object detection algorithms such as YOLO and Faster-RCNN Natural Language Processing algorithms such as Transformers and RNNs Applying Transformer-based architectures to domains in other areas outside of NLP such as computer vision Generative Adversarial Networks and Variational Autoencoders Reinforcement learning and familiarity with OpenAI Gym, RLlib, and Stable Baselines Applying clustering algorithms and/or deep neural networks to real life problems Implementing tracking & fusion and pattern-of-life algorithms
• Experience with Machine Learning libraries and frameworks such as Hugging Face and LangChain
• Experience with Linux
• Familiarity with using AWS cloud computing resources such as EC2, S3, Lambda, etc.
• Experience with any of the following additional languages: C++, Java, and/or C#
• Experience implementing algorithms on the GPU in Python or C++ using CUDA and other CUDA libraries
• Experience with implementing tracking and fusion, and pattern-of-life algorithms
• Experience in application deployment, virtualization, and containerization
• Experience working with various Remote Sensing datasets (e.g. EO/OPIR/SAR images, passive RF, etc.)
• Experience shaping and writing proposals

Responsibilities

• Working as part of a small team consisting of developers and researchers to implement machine learning algorithms to solve a broad set of challenges for our various customers
• Analyzing large multi-domain datasets such as images, text, and/or graph data to identify statistically relevant features to build models that provide analysts with actionable data
• Using cloud services to train and deploy ML models
• Reviewing relevant publications to understand and apply cutting edge concepts to defense and commercial applications
• Writing technical documentation supporting code, program capabilities, and user-guides

Benefits

• Our employees value the flexibility at CACI that allows them to balance quality work and their personal lives.
• We offer competitive compensation, benefits and learning and development opportunities.
• Our broad and competitive mix of benefits options is designed to support and protect employees and their families.
• At CACI, you will receive comprehensive benefits such as; healthcare, wellness, financial, retirement, family support, continuing education, and time off benefits.

What This Job Offers

• Job Type: Full-time
• Career Level: Mid Level
• Number of Employees: 5,001-10,000 employees