Note: The job is a remote job and is open to candidates in USA. BAE Systems is a defense, aerospace, and security company delivering technology, information technology, and intelligence solutions. The AI/ML Solutions Engineer will design, develop, and deploy enterprise-grade machine learning and large language model solutions, analyze data, create visualizations, and collaborate with stakeholders and AI/ML teams to address complex business needs.
Responsibilities
- Own end-to-end solutions of design, develop, and deploy robust machine-learning algorithms, including large language models
- Collaborate with stakeholders to understand business requirements and translate them into actionable solutions
- Conduct data discovery and analysis by cleaning, preprocessing, and transforming raw data into usable formats, ensuring data quality and integrity
- Produce visualizations and insights with the goal of communication to both technical and non-technical audiences
- Develop and train large language models using deep learning techniques, such as transformers and recurrent neural networks
- Participate in BAE Systems citizen developer programs centered around AI and become a resource for the system admin and integration services team
- Work closely with the existing AI/ML team at BAE Systems to leverage their expertise, share knowledge, and drive innovation in AI/ML solutions
Skills
- 8+ years of professional experience as an AI/ML Engineer, with a focus on generative AI and machine learning
- Bachelor's degree in a related field or equivalent combination of education and work experience
- Excellent communication and presentation skills
- Experince with canonical standards
- Strong understanding of large language models (LLMs) and their applications in AI
- Experience with Agent + RAG system and its application in data science and AI
- Proficiency in Python/R programming languages and popular machine learning libraries such as langchain, scikit-learn, TensorFlow, and PyTorch
- Experience with data visualization tools such as Tableau, Power BI, and others
- Familiarity with cloud-based services and solutions such as AWS, Azure, and Dataiku
- Graph experience is required, including graph databases, graph algorithms, and graph-based data analysis
- * Experience with data mapping and modeling is a plus
- * Master's or Ph.D. in Computer Science, Statistics, Mathematics, or a related field
- * Experience working with large datasets and high-performance computing environments
- * Strong understanding of data modeling, statistical inference, and machine learning techniques
- * Experience with Docker and containerization
- * Familiarity with DevOps practices and continuous integration/continuous deployment (CI/CD) pipelines
- * Experience with cloud-based data warehousing and big data processing (e.g., AWS Glue, Apache Spark)
Benefits
- For regular employees scheduled to work 20+ hours per week: health, dental, and vision insurance
- For regular employees scheduled to work 20+ hours per week: health savings accounts
- For regular employees scheduled to work 20+ hours per week: a 401(k) savings plan
- For regular employees scheduled to work 20+ hours per week: disability coverage
- For regular employees scheduled to work 20+ hours per week: life and accident insurance
- For regular employees scheduled to work 20+ hours per week: an employee assistance program
- For regular employees scheduled to work 20+ hours per week: a legal plan
- Discounts on home, auto, and pet insurance
- Paid time off
- Paid holidays
- Paid parental leave
- Paid military leave
- Paid bereavement leave
- Applicable federal and state sick leave
- Employees may participate in the company recognition program to receive monetary or non-monetary recognition awards
- Other incentives may be available based on position level and/or job specifics
- Temporary employees can elect to participate in the 401(k) savings plan
- Temporary employees working 20+ hours per week are eligible for medical benefits
- Temporary employees working 20+ hours per week are eligible for the employee assistance program
- Temporary employees working 20+ hours per week are eligible for business travel accident insurance
Company Overview