2 months ago
Base Salary
$200k - $250k/yr
Responsibilities
- Build LLM systems that transform complex financial documents into clean, typed, validated data
- Design agentic workflows that retrieve and reason over fragmented enterprise systems, including production evaluation harnesses and guardrails
- Build and improve demand forecasting across thousands of intermittent series using classical time-series and gradient-boosted models
- Perform data baselining, outlier and anomaly detection, entity reconciliation, and ingestion across heterogeneous sources
- Create evaluation datasets, benchmarks, and monitoring for systems without a single correct answer
- Own AI problems end to end across research, prototyping, production, and evaluation
Requirements
- At least 3 years of applied AI/ML experience with systems taken to production
- Depth in at least one and working fluency across several of time-series and forecasting, statistical modeling, LLM and agentic systems, or large-scale messy-data engineering
- Experience building evaluation and monitoring systems and addressing metrics, leakage, and train/serve skew
- Strong product sense and ability to choose simpler approaches when appropriate
- Master's degree in STEM
- Experience with demand forecasting or time-series methods such as Prophet, ARIMA-family models, or gradient-boosted models is preferred
- Production experience with agentic workflows, RAG, or retrieval systems is preferred
- Experience with document understanding or information extraction from unstructured sources is preferred
- Startup experience or comfort working in fast-moving environments is preferred
Benefits
- Equity ownership opportunity
- Fully paid employee health coverage through Aetna
- Dental and vision coverage through Guardian
- Carrot Fertility Pro fertility and family-forming support
- 12 weeks of paid parental leave
- Unlimited PTO and regular four-day holiday weekends
- 401(k) through Vestwell
- Paid relocation support to New York City
- Fully equipped workspace with laptop, monitor, keyboard, and a $200 setup stipend
- Catered Friday lunches, team dinners, and unlimited coffee and snacks
- Work location is New York, NY; relocation is supported
Categories
About Confido
Confido builds an AI-powered back-office and planning platform for consumer packaged goods brands, unifying cash application, deductions/disputes, trade promotion management, sales forecasting, demand planning, and analytics. The privately held company is headquartered in New York and sells its software by subscription to finance, accounting, sales, and operations teams. It reports serving 200+ CPG brands, including OLIPOP, Simple Mills, Dr. Squatch, and Tropicana.