Job DescriptionWe are looking for an AI/ML Engineer to support the design, development, and deployment of intelligent systems that can learn from data, make predictions, classify objects, and generate insights supporting a new Enterprise lab environment across multiple classification levels. The lab supports new and emerging paradigms to support and enhance customer capabilities and tradecraft. The enterprise lab environment will encompass multi-intelligence data infusion to enable innovative tradecraft development modeling and simulation to provide solutions for customer problems and needs. Th AI/ML Engineer will develop high-quality analytic algorithms that drive business value and mission-critical use cases in support of an IC customer.
As the AI/ML Engineer you will:
- Design, develop, and deploy AI/ML models using popular libraries and frameworks.
- Conduct feature engineering and feature selection to optimize model performance.
- Collaborate with Data Engineers to prepare data for AI/ML model development, ensuring that the data is in a suitable format for model training.
- Implement AI/ML algorithms, including design, training, testing, verification, and validation activities.
- Develop and implement data pipelines to enable retrieval of data from federated data systems (e.g., cloud storage or on-premises databases).
- Develop and implement monitoring systems to ensure AI/ML model reliability and performance, using tools such as Prometheus, Grafana, or New Relic.
- Stay up to date on best practices and emerging technologies in AI/ML, including advancements in deep learning, natural language processing, and computer vision.
- Assess and provide recommendations on emerging intelligence methodologies and tools
- Validate work against real and simulated data - making corrections for non-ideal data artifacts.
- Brief internal stakeholders, internal subject matter experts, and potentially customers.
- Build collaborative relationships with key leaders and peers, both internally and externally, across the organization.
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Required Skills and Education- Bachelor's Degree in Computer Science, Data Engineering, Software Engineering, Computer Engineering or a related STEM field and 10 years work experience or equivalent experience
- Understanding of the AI/ML development process, Large Language Models (LLMs), and their applications in AI.
- Knowledge of AI/ML libraries and frameworks (e.g., TensorFlow, Pytorch, Scikit-learn).
- Knowledge of data visualization tools (e.g., Matplotlib, Seaborn) and data storytelling techniques.
- Familiarity with natural language processing (NLP) and computer vision libraries (e.g., NLTK, spaCy).
- Experience with ETL/TS tools and frameworks (e.g., Apache Beam, AWS Glue).
- Familiarity with big data technologies like Hadoop, Spark, and Kafka.
- Strong communication skills with the ability to work across engineering disciplines
- Excellent organizational and follow through skills.
- Strong communication (written and verbal) skills.
- Detail oriented with problem-solving skills.
- Proficient in Microsoft Office
This position will be posted for at least 5 calendar days. The posting will remain active until the position is filled, or a qualified pool of candidates is identified.
