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ARKA Group, LP · 3 days ago

AI/ML Engineer (TS/SCI with CI Poly) {S}

Aurora, CO

Full-time

Onsite

Entry, Mid Level

$86K/yr - $200K/yr

2+ years exp

ARKA Group, LP is an advanced technologies company serving the U.S. military and intelligence community. They are seeking an AI/ML Engineer to support the development of AI/ML algorithms across various disciplines, working closely with a team of engineers and researchers to solve complex challenges for their customers.

AerospaceCommunication HardwareHardwareInformation TechnologyManufacturingOptical CommunicationSoftware

No H1B

Security Clearance Required

U.S. Citizen Only

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

Qualification

PythonMachine LearningAI/ML AlgorithmsStatistical AnalysisNatural Language ProcessingLarge Language ModelsCloud ComputingLinuxEffective CommunicationTeam LeadershipTechnical Documentation

Required

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 CI Poly U.S. Government Security Clearance

Preferred

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