Principal ML Engineer
111432-TX-Las Colinas Bldg A, Irving Campus, United States
USD 305K Senior-level Full Time
Tasks
- Analyze actual execution against documented procedures
- Build clustering algorithms for pattern discovery
- Collaborate on pattern discovery and process similarity analysis
- Compute conformity scores for process execution
- Design scalable ML architecture for enterprise data
- Design scalable machine learning pipelines
- Enrich knowledge graphs with learned insights
- Extract canonical process execution patterns
- Perform entity deduplication and resolution
Perks/Benefits
- 401k plan
- Adoption reimbursement
- Commuter benefits
- Critical caregiving leave
- Disability benefits
- Discounts and savings
- Health benefits
- Life insurance
- Paid time off
- Parental leave
- Scholarships for dependent children
- Tuition reimbursement
Skills/Tech-stack
Cloud Computing | Clustering | Conformance checking | Containers | Distributed Computing | Embeddings | Entity Resolution | Graph Databases | Graph Machine Learning | Information Extraction | Knowledge graphs | LLM | Language Processing | MLOps | Machine Learning | Natural Language | Natural Language Processing | Orchestration | Process Analysis | Process mining | Python | Record Linkage | Semantic similarity | Unsupervised Learning
Education
Bachelor of Engineering | Bachelor of Science | Master of Science | PhD
Roles
AI | AI Engineer | Engineer | Learning Engineer | Machine Learning Engineer
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