Title:

AI/ML Engineer

Description:

STG is a fast-growing Digital Transformation services company providing Fortune 500 companies with Digital Transformation, Mobility, Analytics and Cloud Integration services in both information technology and engineering product lines. STG has a 98% repeat business rate from existing clients and have achieved industry awards and recognition for our services.

Experience Required:

5+ years of experience building and operating production software, data, or

machine learning systems, with strong Python and SQL skills

.
Develop production Retrieval-Augmented Generation systems that combine semantic retrieval, structured data, and grounded responses for high-value engineering use cases.
Design agentic AI workflows that decompose complex questions, select the right data sources and tools, validate results, and return explainable answers with citations.
Develop and evaluate embedding, document-understanding, and multimodal inference workflows, balancing quality, latency, scalability, and cost.
Lead cloud architecture, containerization, infrastructure-as-code, and CI/CD practices for secure, repeatable deployment across environments.
Professional experience with cloud platforms, managed data services, object storage, containers, and distributed workloads.
Experience designing and operating scalable data pipelines or distributed processing systems for large and evolving datasets.
Hands-on experience applying large language models to real products, including prompt design, structured outputs, tool use, evaluation, and production monitoring.
Strong understanding of embeddings, vector retrieval, RAG architecture, model limitations, and techniques

for improving answer quality and faithfulness.
Experience with

software engineering fundamentals: testing, code review, version control, CI/CD, observability, and secure development practices

.
Demonstrated ability to diagnose difficult production problems using measurable evidence, experimentation, profiling, and disciplined root-cause analysis.
Experience with workflow orchestration, job scheduling, or reliable batch execution frameworks

Experience Preferred:

Experience with agentic AI frameworks, tool-using systems, or multi-step reasoning workflows.
Experience with managed generative AI, model serving, batch inference, or vector database platforms.
Experience with infrastructure-as-code and automated cloud delivery.
Experience extracting meaning from complex documents, legacy formats, technical diagrams, or other semi-structured content at scale.
Experience in automotive, manufacturing, safety-critical, systems engineering, or another technically regulated domain.
Experience building internal analytics products or developer-facing tools that translate complex data into clear decisions.

AI/ML Engineer

position is based at Dearborn, Michigan. A great opportunity to experience the corporate environment leading personal career growth.

Resume Submittal Instructions:

Interested/qualified candidates should email their word formatted resumes to Ms. Shweta Huria at

Shweta.huria@stgit.com

and/or contact at 248.795.5847. In the subject line of the email please include: First and Last Name (

AI/ML Engineer

)
For more information about STG, please visit us at www.stgit.com.

Sr. AI/ML Engineer

Job description