Data Analyst

Colonial Group; Moorestown Township (NJ); Hybrid; USD 70,000 - 110,000; Full time

Job summary

ASRC Federal Mission Solutions in Moorestown, NJ is seeking a Data Analyst to develop, inspect, mine, transform, and model data for decision support and competitive advantage.

The role requires a Bachelor's degree with 2–4 years of experience and the ability to obtain security clearance; you will perform quantitative and qualitative analyses, build pipelines, and integrate ML/AI approaches to support defense programs.

Qualifications

• Bachelor's degree and 2-4 years of experience or equivalent.
• Ability to obtain and maintain government clearance; U.S. Citizenship required.
• Advanced understanding and application of standards, principles, theories, and technical concepts.
• Experience leading small technical teams and delivering technical projects.
• Knowledge of machine learning techniques and Transformer architectures.

Responsibilities

• Develops, inspects, mines, transforms, and models data to raise productivity, improve decision making, and gain competitive advantage
• Conducts quantitative and qualitative analysis on data to generate insights and information for predictive forecasting or classification
• Manages end-to-end data processing utilizing customized report building functions of systems
• Maintains analytical systems, verifies data accuracy, liaises with business partners
• Implements AI/ML solutions to support military and government agencies with prediction, classification, and anomaly detection
• Evaluates and visualizes data sets including time-series, multi-modal, and textual data

Skills

Data analysis

Quantitative analysis

Qualitative analysis

Project management

Communication

PyTorch

Transformer models

TensorFlow

Python

Education

Bachelor's degree

Tools

PyTorch

Python libraries

Job description

ASRC Federal Mission Solutions is a premier provider of systems engineering, software engineering, system integration and project management services for real-time, mission-critical defense systems. We are currently seeking a Data Analyst to join our team in Moorestown, NJ.

Responsibilities:

• Develops, inspects, mines, transforms, and models data to raise productivity, improve decision making, and gain competitive advantage
• Conducts quantitative and qualitative analysis on data to generate insights and information to ensure correct predictive forecasting or classification
• Manages all aspects of end-to-end data processing utilizing customized report building functions of systems
• Maintains analytical systems, verifies the accuracy of the data, and acts as liaison with business
• Implementing emerging AI/ML solutions from commercial and academic domains to support military and government agencies with prediction, classification, and anomaly detection tasks
• Evaluating, visualizing, and performing statistical analysis on data sets including time-series, multi-modal, and textual data
• Preparing and cleaning training and evaluation data sets for use with neural networks
• Training deep neural networks including MLPs, CNNs, Transformers, and others as required
• Working with existing modeling and simulation (M&S) tools to develop data for new AI/ML models

Basic Qualifications:

• Bachelor's degree and 2-4 years of experience or equivalent
• This position requires the ability to obtain and maintain a government clearance, U.S. Citizenship is required
• This position requires the successful applicant to obtain and maintain the required security clearance or other authorization(s) within the necessary timeframe required by applicable contract(s)
• Requires advanced understanding and ability to apply standards, principles, theories, and technical concepts obtained through advanced education combined with experience
• Has practical knowledge of project management
• Works to achieve operational targets with significant impact on departmental results
• Requires being responsible for managing entire technical projects within job area
• Requires being responsible for developing technical solutions that may require collaboration with internal expertise and deep analysis of the technical system
• Requires efficient communication with parties within and outside of own job function
• Requires being responsible for communicating with parties external to ASRC Federal (e.g., customers, vendors, etc)
• Requires the ability to write and implement company policies pertaining to relevant technology
• Responsible for running small technical teams while providing guidance, coaching and training to employees within job area
• Lead projects, requiring the delegation of work and the review of others' work product
• Basic knowledge of machine learning techniques including popular frameworks (e.g., PyTorch or TensorFlow)
• Experience with LLM prompting and Transformer architecture

Preferred Qualifications:

• Hands-on experience with PyTorch and related Python libraries
• Experience with unsupervised learning including clustering algorithms and manifold learning
• Strong writing and presentation skills are preferred