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 is the AI infrastructure powering CPG brands from deduction to production plan. Back-office infrastructure for CPG has long been manual and disjointed - until now. Finance, accounting, sales, and operations teams have been stuck manually pulling data from portals, PDFs, and emails. Workflows are historically disparate with information scattered across systems. Confido brings it all together in one integrated, AI-powered platform. Cash application, deductions, disputes, trade promotion management, sales forecasting, demand planning, and analytics are seamlessly connected in a single system purpose-built for CPG. The result: measurable time savings across departments, smarter top- and bottom-line decision-making, and the speed to scale. Confido is trusted by 200+ brands managing $20B+ in revenue, including OLIPOP, Simple Mills, Dr. Squatch, Tropicana, and more.