2 дня назад
Senior Applied Scientist (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Applied Scientist (AI): Building evaluation frameworks, synthetic data generation, and agentic capabilities for an AI platform powering audit and accounting products with an accent on LLM quality measurement, statistical experimentation, and agentic memory. Focus on designing reproducible benchmarks, validating self-learning systems, and maintaining safety, legal, and contractual requirements as agents improve through customer use.
Location: Fully remote within Colombia; listed locations include Bogotá and Medellín.
Company
is a global SaaS company developing AI-powered software for accounting, financial reporting, and audit workflows.
What you will do
- Design and run experiments that measure and improve the quality of LLM-based applications and agents.
- Own evaluation methodology, including benchmarks, regression suites, scoring methods, acceptance thresholds, and offline-to-online performance comparisons.
- Build evaluation infrastructure, synthetic data generation, and eval-builder capabilities for internal teams and customers creating their own agents.
- Develop task-and-verifier structures and contribute statistical methods for agentic memory promotion and demotion.
- Advance self-learning and self-improving systems while validating quality improvements as customers use the platform.
- Influence technical direction through RFCs and design reviews, mentor scientists and engineers, and partner with Platform Engineering, Security, Legal, and domain experts.
Requirements
- 6+ years of professional experience for senior-level candidates, or 8+ years for staff-level candidates, in applied science, machine learning, research, or data-intensive engineering.
- At least 2 years working with production GenAI or LLM-based systems, applications, agents, or related tooling.
- Experience designing and building ML or LLM evaluation frameworks, including metrics, benchmarks, scoring approaches, and rigorous experiment design.
- Strong foundations in probability and statistics, including experimental design, significance testing, and reasoning under uncertainty.
- Ability to build and operate production tooling and services, ideally on AWS, with an understanding of quality, latency, cost, reliability, and safety tradeoffs.
- Strong English communication and collaboration skills; the role is fully remote within Colombia.
Nice to have
- PhD or MS in Computer Science, Statistics, Machine Learning, or a related quantitative field.
- Experience with classical machine learning, model training, MLOps, AI guardrails, governance, or safety mechanisms.
- Experience with distributed, SaaS, cloud-native, or multi-tenant platforms at scale.
- Familiarity with Infrastructure as Code, including CDK, CloudFormation, or Terraform.
- Experience in regulated domains or familiarity with financial audit, accounting, or assurance workflows.
Culture & Benefits
- Permanent full-time employment with legal benefits, prepaid medicine, life insurance, and funeral assistance.
- 100% remote work, home office and internet allowances, and work-life balance support.
- Paid time off, sick leave top-up to 100% of salary from day 3 to day 90, and additional recognition leave.
- Vacation upgrades starting after five years of service and recognition programs.
- Training budget, mentorship, and an AI-first engineering environment focused on independence, innovation, trust, and accountability.
- Work on international SaaS products with a collaborative and globally distributed organization.
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