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Estimated Pay $60 per hour
Hours Full-time, Part-time
Location McLean, VA
McLean, Virginia

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Estimated Pay
We estimate that this job pays $59.89 per hour based on our data.

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$86.72

About this job

Job Description

Job Description

JOB DESCRIPTION

Clearance Level: Top Secret/SCI with Full Scope Polygraph
Skill Level(s): Subject Matter Expert

• The Candidate will leverage open source best-in-class models to create new models—through fine tuning, transfer learning, and more— and ensembles that can be re-purposed and reused, covering the following domains:
     • Classification
     • Supervised (CNN, Unet, YOLO, or similar)
     • Unsupervised (DBSCAN, K-Nearest, Adaboost, or similar)
     • Prediction
     • Predictors (LSTM, UConv, or similar)
     • Regressors (Bayesian, linear, or similar)
     • Fusion (sensor level and entity level)
     • Decision making (Task assignments, combinational and parametric optimizations, Reinforcement      •      • Learning, Path Planning, or similar)
     • Generative (LLMs, Stackable LLMs, or similar)
     • Machine Learning, AI, Deep Learning (TensorFlow, PyTorch), Text, (Classification, NLP, Topic and  
        Language Modeling, Sentiment Analysis, Information Retrieval), Recommender Systems and  
        Personalization, Threat Detection, Computer Vision, Data Mining, Statistics, or similar.
• The Candidate will analyze large amounts of raw data, including text data, to determine utility for training or testing AI models.
• The Candidate will preprocess or clean structured and unstructured Organization data, including text data.
• The Candidate will design and implement advanced ETL code and table configurations for complex data sets.
• The Candidate will use Structured Query Language (SQL) to develop and organize relevant information.
• The Candidate will in cooperation with a team, author analytic publications and produce ad-hoc reports to include data visualizations using the Organization’s templates, and document methods in Github.
• The Candidate will implement the Organization’s existing coordination process.
• The Candidate will provide technical education to staff on an ad-hoc basis.
• The Candidate will provide subject matter expertise in AI/ML to support Organization’s initiatives.

Required Skills
Clearance Level: Top Secret/SCI with Full Scope Polygraph
Skill Level(s): Subject Matter Expert

The Candidate shall possess and provide the following required skills and demonstrated experience:

• tuning neural networks, such as LLMs, on custom data sets and applying results to specific use cases.
 • professional or academic experience developing models and ensembles in the AI/ML space, including selecting the best Python libraries for a given task, choosing appropriate pre-processing actions, performing analysis, and assessing model performance.
•  professional or academic experience using Python or R.
•  professional or academic experience with deep learning frameworks such as PyTorch, Tensorflow, or Keras.
 • professional or academic experience and proficiency with SQL to include using common table expressions, set operations, aggregated functions and nested subqueries.
•  professional or academic experience with version control systems such as Github and Jenkins.
•  leveraging GPUs for accelerated computing.

Highly Desired Skills
Skills and demonstrated experiences that are highly desired but not required to perform the work include:

•   professional or academic experience with the HuggingFace Transformers library and hub.
•   cloud computing development and architecture.
•   front-end web development frameworks such as Flask.
•   creating machine learning models that conduct text classification and topic modeling in Python using standard machine learning (SciKit Learn-) or deep learning models.
•   developing applications for semantic search.
•   professional or academic experience and proficiency with Tableau to produce visualizations and dashboards.
•   academic or professional experience communicating methodological choices and model results.
•   verification and validation test benches.
•   Explainable AI (XAI) techniques.
•   ONNX (Open Neural Net Exchange).

Employment Type: Full Time

Workplace Type: On-Site

WHY PENDULUM
At Pendulum, we set an industry standard of doing right by our people so we can do right by our clients. We generously offer:

•  11% 401(k) Matching Contribution
•  32 Days of PTO/Holidays
•  Health Insurance: Medical, Dental, & Vision
•  Generous Training Budget
•  Employee Referral Bonus
•  Business Development / Growth Incentives
•  Opportunities for Paid Training/Certifications and Education

Application Deadline Date: 3/31/2024

Ref#: 2219-01

Please be aware that all of our current positions require an Active U.S Top Secret/SCI Security Clearance with an Active Full Scope Polygraph which requires U.S citizenship.

Pendulum is an Equal Opportunity Employer. Pendulum is committed to treating all employees and applicants for employment with respect and dignity and maintaining a workplace that is free from unlawful discrimination. All applicants will be considered for employment without regard to race, color, religion, age, national origin, ancestry, ethnicity, gender, gender identity, gender expression, sexual orientation, marital status, veteran status, disability, genetic information, characteristic or membership in any other group protected by federal, state or local laws.

By submitting your resume for this position, you understand and agree that Pendulum may share your resume, as well as any other related personal information or documentation you provide in your application, with its affiliated companies for the purpose of considering you for other available positions.

Pendulum maintains a drug-free workplace and may perform pre-employment substance abuse testing, where required by contract and permitted by law.

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