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 Senior Machine Learning Engineer to join our teamin Moorestown, NJ.
Responsibilities:
- Develops, researches, and applies machine learning, deep learning, visual artificial intelligence algorithms and methods to data sets to produce models to be deployed in an operational aspect
- Develops hypotheses based on data analysis and trends, and compares real-time results with predictions to update and fine-tune algorithms
- Develops assessment methods to ensure production models are robust and reliable
- Collaborates with different business units and stakeholders
- 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
- 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
- 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 a minimum of 5-7 years of experience in a related or applicable field, or an equivalent combination of education and experience
- 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
We invest in the lives of our employees, both in and out of the workplace, by providing competitive pay and benefits packages. Benefits offered may include health care, dental, vision, life insurance; 401(k); education assistance; paid time off including PTO, holidays, and any other paid leave required by law. The salary offered will depend on several factors including, but not limited to, relevant experience, skills, education, geographic location, internal equity, business needs, and other factors permitted by law. Posted pay ranges are a general guideline only and are not a guarantee of compensation or salary.
