AI/Synthetic Engineer
SHRM · Alexandria, VA · 5 days ago
Engineering$110k–$135k/yrFull-time
Responsibilities
- Design and build the first-party data grounding layer (embeddings / retrieval) that anchors synthetic audiences in real segment data.
- Build, tune, and maintain synthetic-audience models and the prompt/evaluation pipelines around them.
- Operate the validation harness: run synthetic output against real holdout data and surface accuracy bounds for the Verification & Validation Data Scientist to interpret.
- Direct the synthetic-capability partner; manage foundation-model infrastructure and keep the architecture portable across providers.
- Build guardrails that prevent confident-but-wrong output from reaching stakeholders unflagged.
- Protect data ownership and ensure member data never trains external shared models.
Requirements
- Education & Experience
- Education: Bachelor’s degree in computer science or related field or relevant equivalent experience in lieu of degree. Master’s degree preferred.
- Experience: Seven (7) or more years in ML/LLM engineering or applied data science, including production systems. Hands-on experience with LLM application development: grounding/RAG, prompt engineering, and evaluation frameworks. Exposure to synthetic data, agent-based simulation, or survey/behavioral data preferred. Experience directing an AI/ML vendor or platform partner preferred.
Knowledge, Skills & Abilities
- Strong data engineering: pipelines, embeddings, working with first-party datasets.
- Understanding of model evaluation and the failure modes of generative systems.
- Able to work to research-defined validation standards rather than ship unchecked.
- Able to effectively leverage artificial intelligence (AI) tools and technologies to streamline workflows, enhance productivity, and improve overall work quality.
Physical Requirements
- Prolonged periods of sitting at a desk and working on a computer.
- Frequent use of hands and fingers for typing, handling documents, and using office equipment.
- Occasional standing, walking, bending, and reaching.
- Ability to lift and carry up to 30 pounds as needed.
Work Environment
- Hybrid Schedule (3 Days In-Office/2 Days Remote)
- This position follows a hybrid work schedule, with Tuesday through Thursday in office and Monday and Friday remote. Employees must be available during standard business hours, with core hours beginning between 8:00–9:00 a.m. and concluding between 5:00–6:00 p.m. local time.
Travel
- Occasional 0 – 10%
Pay
The hiring range for this position is $110,000 to $135,000 per year.
Schedule
This position follows a hybrid work schedule, with Tuesday through Thursday in office and Monday and Friday remote. Employees must be available during standard business hours, with core hours beginning between 8:00–9:00 a.m. and concluding between 5:00–6:00 p.m. local time.