Latcha · 18 hours ago
Artificial Intelligence Engineer
Latcha+Associates focuses on automotive marketing with full service capabilities in Farmington Hills, Michigan. They are seeking an AI/ML Engineer to develop, deploy, and scale AI-powered solutions that enhance marketing performance and client personalization. The role involves collaboration with data engineering teams and business stakeholders to deliver measurable business value through innovative AI applications.
Responsibilities
AI Agent Development: Build and deploy AI agents that automate workflows, content creation, campaign optimization, and internal decision support
LLM Engineering: Train, fine-tune, and retrain large language models (LLMs) on proprietary data; manage model evaluation and continuous improvement
Data Integration: Work with data engineers to access and preprocess structured and unstructured data from Delta tables, APIs, and external sources
MLOps & Deployment: Implement scalable pipelines for model training, deployment, monitoring, and retraining using modern MLOps practices
Prototype → Production: Rapidly build proofs-of-concept, then transition validated models into production systems
Collaboration: Partner with analysts, engineers, and business stakeholders to identify use cases, define success metrics, and deliver end-to-end AI solutions
Research & Innovation: Stay current with emerging AI/ML techniques, frameworks, and tools
Qualification
Required
3–6 years of experience in applied machine learning or AI engineering
Proficiency in Python with strong experience in ML/AI frameworks (PyTorch, TensorFlow, Hugging Face)
Experience working with LLMs (training, fine-tuning, prompt engineering, RAG)
Familiarity with MLOps tools (MLflow, Databricks, etc.)
Strong SQL and data engineering fundamentals; ability to work with large datasets
Hands-on experience deploying AI solutions into production in a cloud environment; experience with Azure DevOps/GitHub Actions a plus
Preferred
Experience in marketing tech, ad tech, or personalization systems – automotive a big plus
Familiarity with LangChain, LlamaIndex, RAG pipelines, and vector databases (Pinecone, Weaviate, FAISS, etc.)
Deep working knowledge of cloud platforms, ideally Azure Databricks
Strong understanding of model governance, bias, and ethical AI considerations
Company
Latcha
Look how we’ve grown… What started in 1997 as a print-based design and production company has transformed into a full-service digital agency, specializing in brand strategy, creative development, user experience, and relationship management.