Senior Software Engineer
Match Group
AWSCloudDockerDynamoDBJavaKubernetes.NETNoSQLRDBMSSpring
Principal AI System Developer
Caterpillar Inc.
full-time
Posted on:
Location Type: Hybrid
Location: Irving • Illinois, Texas • 🇺🇸 United States
Visit company websiteSalary
💰 $144,960 - $235,440 per year
Job Level
Lead
Tech Stack
AWSAzureDockerERPGoJavaKafkaKubernetesNeo4j.NETOraclePythonPyTorchRabbitMQRedisTensorflow
About the role
- Lead the AI-enablement vision for next-generation accounting data harmonizer system
- Develop and implement strategies for Entity Resolution (ER) utilizing LLMs and Graph Databases
- Architect and deploy production-grade Retrieval-Augmented Generation (RAG) pipelines for data interpretation
- Collaborate with Accounting, ERP knowledge owners, IT, MDM, and Data Quality teams to translate accounting requirements into technical solutions
Requirements
- Mastery in Python (for AI/ML) AND strong proficiency in at least one compiled, high-performance language (e.g., Go, Java, C#/.NET)
- Extensive experience architecting solutions on AWS or Azure.
- Knowledge of Docker and Kubernetes (K8s) in a production environment
- Proven experience designing systems utilizing Kafka or similar technologies (e.g., Kinesis, RabbitMQ)
- Demonstrated experience deploying LLMs in a production environment for data-centric tasks (not just chatbots)
- Specific expertise in building RAG pipelines, managing Vector Databases (e.g., Pinecone, Weaviate, PGVector), and advanced prompt/context engineering
- Experience with deep learning frameworks (PyTorch, TensorFlow) and the HuggingFace ecosystem
- Proven track record of solving complex entity resolution challenges at scale
- Hands-on experience with Neo4J, AWS Neptune, or CosmosDB, specifically applied to ER or MDM
- Deep expertise in Snowflake architecture and optimization.
- Experience utilizing OLAP databases (e.g., DuckDB) and in-memory/column stores (e.g., Redis) for performance optimization.
- Strong understanding of corporate accounting principles, consolidation processes, ERP system data structures (e.g., SAP, Oracle), and the nuances of accounting data
Benefits
- Medical, dental, and vision benefits*
- Paid time off plan (Vacation, Holidays, Volunteer, etc.)*
- 401(k) savings plans*
- Health Savings Account (HSA)*
- Flexible Spending Accounts (FSAs)*
- Health Lifestyle Programs*
- Employee Assistance Program*
- Voluntary Benefits and Employee Discounts*
- Career Development*
- Incentive bonus*
- Disability benefits
- Life Insurance
- Parental leave
- Adoption benefits
- Tuition Reimbursement
Applicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard skills
PythonGoJavaC#AWSAzureDockerKubernetesKafkaRAG pipelines
