AI/ML Engineer - MUST Be US Citizen with Active TS Clearanc
Arlington, VA, United States
EDC Consulting
Headquartered in Tysons Corner, Virginia, EDC Consulting LLC (EDC) is a professional services company that provides industry-leading Business Systems and ...Company Description
About EDC Consulting
Founded in 2005 and headquartered in Tysons Corner, VA, EDC Consulting is a small business provider of enterprise solutions and strategic business support to the Federal Government. With more than 150 client engagements successfully delivered, EDC has extensive experience designing, developing, implementing, and maintaining complex business systems and software solutions for a wide range of Department of Defense, Federal, state, and local and commercial clients. EDC is an Oracle Platinum Partner, SAP Partner, and Premier Business Partner of the IBM Corporation. EDC offers a rich corporate culture with driven and determined leadership in a dynamic environment that was founded on openness and success. We enjoy an energetic and fun atmosphere in a culture of mutual respect. At EDC, we build upon the principals and traditions of our military. Personal responsibility, accountability and strong work ethic are a must. Our clients benefit from working alongside a winning team of smart, hard-working, creative, and successful professionals. By becoming part of the EDC team, our employees will share in our entrepreneurial spirit and success.
EDC Consulting is an equal opportunity employer.
Job Description
MUST BE US CITIZEN With ACTIVE TS Clearance!
AI/ML Engineer - Arlington, Virginia
- Support development of AI/ML algorithms in a multitude of disciplines from object detection/classification, natural language processing, reinforcement learning, and large language models.
- Collaborate with 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.
- Reviewing relevant publications to understand and apply cutting edge concepts to defense and commercial applications.
- Develop algorithms based in statistical analysis using cloud services to train and deploy ML models.
- Writing technical documentation supporting code, program capabilities, and user-guides.
- Analyze large datasets and building models to perform inference.
- Reinforcement learning with OpenAI Gym, RLlib, and Stable Baselines.
- Work with Remote Sensing datasets (e.g. EO/OPIR/SAR images, passive RF, etc.), and implement tracking and fusion, and pattern-of-life algorithms.
- Apply unsupervised and/or supervised machine learning techniques with Object detection algorithms such as YOLO and Faster-RCNN.
- Use Large Language Models and experience identifying ways to incorporate them into new areas and applications in a variety of domains to the mission needs of our customers.
- Apply Transformer-based architectures to domains in other areas outside of NLP such as computer vision.
Qualifications
REQUIRED QUALIFICATIONS:
- Minimum 7 years’ total experience with recent hands on above listed skills, AI/ML applications, data science, and/or algorithm development and
- Python data science / machine learning libraries: Pandas, scikit-learn, TensorFlow, Keras, Pytorch and
- on/in a U.S. DoD software and systems.
- REQUIRED EDUCATION: BS/BA machine learning, computer science, mathematics, or relevant fields or related fields.
- MUST BE AVAILABLE TO WORK ON SITE AT Arlington, Virinig
- REQUIRED CLEARANCE: Active Top Secret.
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Additional Information
EDC and our subsidiaries are equal opportunity employers.
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: Architecture Classification Computer Science Computer Vision Consulting Keras LLMs Machine Learning Mathematics ML models NLP OpenAI Oracle Pandas Python PyTorch Reinforcement Learning Scikit-learn Statistics TensorFlow YOLO
Perks/benefits: Career development Fitness / gym
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