Coupa Software
Coupa Software
Coupa Software izstrādā uzņēmumu izdevumu pārvaldības risinājumus, kas palīdz organizācijām pārvaldīt iepirkumu, finanšu, piegādes ķēdes un IT izdevumus. Tās platforma atbalsta rēķinu apstrādi, maksājumus, izdevumu pārvaldību, attiecību ar piegādātājiem pārvaldību un sadarbību piegādes ķēdē. Apvienojot mākslīgo intelektu ar datu sniegtajām atziņām, tā palīdz identificēt ietaupījumu iespējas, uzlabot atbilstību prasībām un samazināt darbības riskus. Coupa apkalpo dažādu nozaru organizācijas, tostarp autobūves, veselības aprūpes, mazumtirdzniecības, loģistikas un konsultāciju uzņēmumus, bet tās partneru un klientu kopiena veidota, lai veicinātu efektīvāku un noturīgāku uzņēmējdarbību.

Senior Data Scientist, Sourcing AI, Prague Hybrid

Develop sourcing AI for Coupa’s spend management platform, taking models from real-world problem definition through production. Work across supplier discovery, forecasting, optimisation, and document understanding.

Apraksts

  • Lead sourcing research from framing problems with real spend data through experimentation and production deployment
  • Create new sourcing approaches without depending on established baselines or ready-made solutions
  • Build datasets, labels, benchmarks, and supervision signals from historical events and outcomes
  • Plan and execute fast experiments, prototypes, baselines, and offline assessments
  • Extend Coupa’s internal T-LLM foundations for RFPs, specifications, quotes, and contracts
  • Account for inference cost, response time, resilience, and recommendation failure modes
  • Partner with Coupa’s Sourcing product, data, and AI Platform teams
  • Record technical decisions and help strengthen team practices
  • Investigate supplier recommendation and retrieval, forecasting and should-cost models, game theory and mechanism design, combinatorial optimisation, and multimodal document understanding

Prasības

  • At least five years of experience in applied machine learning, data science, ML engineering, or quantitative research
  • A track record of deploying models or decision systems in production
  • Advanced Python proficiency
  • Experience working with SQL and large, untidy datasets
  • Expertise in at least one of these areas: deep learning, recommendation and ranking, forecasting and time series, optimisation and operations research, causal inference and econometrics, reinforcement learning and bandits, market and mechanism design, or LLM-based systems
  • Strong experimental design skills and scientific discipline
  • A rigorous approach to data leakage, baselines, and evaluation that reflects production conditions
  • Ability to work effectively in greenfield and ambiguous problem spaces
  • Interest in procurement, supply chains, or market design is useful but optional

Priekšrocības

  • Access to frontier LLMs, high-end GPUs, and large-memory training clusters
  • Funding for relevant conference attendance
  • 33 days of leave covering PTO, personal days, a birthday day, and two company wellness days
  • Parental leave
  • Two paid company-wide wellness days each year
  • A paid day off for your birthday
  • 40 hours of paid volunteer leave each year
  • Confidential Employee Assistance Program available 24/7/365 at no cost
  • Zurich Travel Assist protection for business travel
  • Cash referral bonuses
  • Comprehensive medical and dental insurance based on location
  • Retirement or pension plans based on location
  • Life or accident coverage based on location
  • Prague Karlín workspace with an inspiring setting and complete technology setup
  • 200 m² terrace overlooking Prague Castle

Saistītās vakances

Tiger Analytics

Senior Financial Crime Compliance Business Analyst

Tiger Analytics

Bridge financial-crime compliance teams and IT at Tiger Analytics, an advanced analytics consulting firm. Define AML requirements, data mappings, monitoring rules, and user acceptance testing scenarios.

Atvērt
ICF

Senior Publications Managing Editor

ICF

Lead ICF Next’s quarterly magazine from production planning through release, maintaining editorial quality and coordinating stakeholder approvals. Apply federal publishing standards, GPO and Chicago style, and Section 508 accessibility requirements.

Atvērt
Mark Allen Group

Deputy Editor, Engineering Media

Mark Allen Group

Create print, digital, video and commercial content for Mark Allen Group’s specialist engineering publications. Cover industry events and support editorial teams across the UK and overseas.

Atvērt
Springer Nature

Associate or Senior Editor, BMC Nursing

Springer Nature

Shape BMC Nursing’s open-access journal strategy, strengthen peer review, and build relationships with its editorial community. Support Springer Nature’s research publishing through content development and efforts to raise the journal’s visibility.

Atvērt
Nestle

Senior Sales Analytics Analyst at Nestlé

Nestle

At Nestlé USA, this senior analyst turns sales data into decisions for food and beverage brands. The role builds dashboards, develops retail insights and forecasts, and recommends ways to grow the business.

Atvērt