Head of Predictions & Optimization

Confido

• $150K — $180K *
Consumer Technology
5 - 7 years of experience
Job Overview by Ladders

Qualifications

  • 7+ years of applied data science or predictive modeling experience, including project or team leadership
  • Expertise in statistical modeling and ML for pricing, demand, or forecasting
  • Experience in building optimization or decision-support models
  • Strong skills in Python and SQL with emphasis on validation
  • Ability to translate complex models into actionable business recommendations

Responsibilities

  • Lead pricing and trade optimization for Revenue Growth Management
  • Develop detailed promotion recommendations tailored to specific circumstances
  • Create optimization solutions that navigate real-world constraints
  • Conduct post-event analysis to evaluate effectiveness of strategies
  • Collaborate with AI/ML engineers to implement models in production
  • Recruit and mentor a team of data scientists, guiding technical strategy

Benefits

  • Equity offering providing ownership in the company
  • 100% health coverage premiums paid by the employer
  • Top-tier dental and vision plans covered
  • Comprehensive fertility and family support benefits
  • 12 weeks of paid parental leave for new parents
  • Unlimited PTO with regular four-day holiday weekends
  • 401(k) retirement plan provided through Vestwell
  • Paid relocation assistance for moving to NYC
  • Fully equipped workstation provided from day one
  • Team-building perks including regular meals and snacks
Full Job Description
THE ROLE

Tell brands what to charge, which promotions to run, and where. Back it with data almost no one else has.

Confido sees what's actually happening in the physical world of CPG: shipments, depletions, inventory, consumption, what's on the shelf, merchandising, deductions, the demographics of who lives near each store, and forward-looking promo plans. That means rich actuals and a real view of the future, across hundreds of brands. Most of this data isn't publicly available anywhere.

As Head of Prediction & Optimization, you'll build and lead Confido's data science function, starting with our newest product area: Revenue Growth Management (RGM). You'll own the models that turn a detailed picture of the business into decisions brands actually act on, and you'll grow the team to 3+ data scientists.

Location: New York, NY (Relocation supported)

WHAT YOU'LL DO
  • Lead pricing and trade optimization for RGM, including price elasticity, promo lift, cannibalization, and halo effects, so you can answer "how much should I charge for this?"
  • Build promotion recommendations that get specific. Should a promo run 4 weeks or 8? Should it be a deeper discount, a BOGO, or buy-3-get-1? Which regions, retailers, and accounts should get it?
  • Turn predictions into prescriptions by building optimization that works under real constraints like trade budgets, margin targets, and retailer calendars
  • Measure what actually worked, using post-event analysis, causal inference, and baselines that brands trust enough to change their plans
  • Partner with our AI/ML engineers to take models to production, and set the bar for backtesting, evaluation, and monitoring
  • Build the team: hire and mentor data scientists, and set the roadmap and technical direction alongside our CTO and AI research lead
WHAT WE'RE LOOKING FOR

Required
  • 7+ years of applied data science or predictive modeling, including experience leading projects or people
  • Deep expertise in statistical modeling and ML for pricing, demand, or forecasting, such as elasticity, causal inference, or uplift modeling
  • Experience building optimization or decision-support models, beyond predictions alone
  • Strong Python and SQL, plus rigor about validation: you know how to avoid leakage and when to distrust a good-looking result
  • The ability to turn a model into a clear recommendation a non-technical business user will act on

Nice to have
  • RGM, trade promotion, pricing, or revenue management experience in CPG, retail, or marketplaces
  • Experience with syndicated or retailer data (Nielsen, SPINS, Circana, retailer POS)
  • Taking models to production yourself. We're indexed on modeling, but end-to-end is a plus
  • Operations research or mathematical optimization (MIP, solvers)
  • Startup or 0-to-1 team-building experience


Perks + Benefits
  • Equity - own a meaningful piece of the company you're helping build
  • Fully paid health coverage through Aetna - we cover 100% of employee premiums
  • Top-tier dental and vision coverage through Guardian
  • Carrot Fertility Pro - comprehensive fertility and family-forming support
  • 12 weeks of paid parental leave
  • Unlimited PTO - plus regular 4-day holiday weekends we actually take
  • 401(k) through Vestwell
  • Paid relocation support - we'll help you make the move to NYC
  • Fully equipped workspace from day one - laptop, monitor, keyboard, and a $200 stipend to personalize your setup
  • Team perks - catered Friday lunches, team dinners, and unlimited coffee + snacks featuring products from the brands we work with


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