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Lead AI Engineer
Высокий балл обусловлен престижем бренда Upwork, работой над передовыми AI-технологиями (агенты, NLQ) и возможностью стать одним из первых сотрудников нового международного хаба в Лиссабоне. Единственный нюанс — временный контракт через партнера до полного запуска офиса.
Сложность вакансии
Роль уровня Lead требует не только глубоких технических знаний в области LLM и агентных фреймворков, но и навыков проектирования сложных систем данных (Snowflake, SQL). Высокая планка ответственности за внедрение AI в критические бизнес-процессы компании мирового уровня.
Анализ зарплаты
Предлагаемая позиция Lead уровня в международной компании в Лиссабоне обычно предполагает зарплату выше среднего по местному рынку, ориентируясь на европейские стандарты для высококвалифицированных AI-специалистов.
Сопроводительное письмо
I am writing to express my strong interest in the Lead AI Engineer position at Upwork. With extensive experience in building production-grade AI systems and a deep understanding of agentic frameworks, I am excited about the opportunity to contribute to the Data Platform & Services team in Lisbon. My background in integrating LLMs with modern data stacks like Snowflake and Python aligns perfectly with your mission to democratize data access through natural language querying.
Throughout my career, I have focused on delivering scalable AI solutions that drive measurable business outcomes. I have a proven track record of designing robust evaluation frameworks for LLMs and orchestrating multi-agent systems to solve complex data engineering challenges. I am particularly drawn to Upwork's commitment to innovation and look forward to the possibility of helping shape the new operational hub in Portugal while advancing the company's AI capabilities.
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Откликнитесь в upwork уже сейчас
Присоединяйтесь к Upwork в Лиссабоне и возглавьте разработку AI-агентов, которые изменят будущее фриланс-индустрии!
Описание вакансии
Upwork Inc.’s (Nasdaq: UPWK) family of companies connects businesses with global, AI-enabled talent across every contingent work type including freelance, fractional, and payrolled. This portfolio includes the Upwork Marketplace, which connects businesses with on-demand access to highly skilled talent across the globe, and Lifted, which provides a purpose-built solution for enterprise organizations to source, contract, manage, and pay talent across the full spectrum of contingent work. From Fortune 100 enterprises to entrepreneurs, businesses rely on Upwork Inc. to find and hire expert talent, leverage AI-powered work solutions, and drive business transformation. With access to professionals spanning more than 10,000 skills across AI & machine learning, software development, sales & marketing, customer support, finance & accounting, and more, the Upwork family of companies enables businesses of all sizes to scale, innovate, and transform their workforces for the age of AI and beyond.
Since its founding, Upwork Inc. has facilitated more than $30 billion in total transactions and services as it fulfills its purpose to create opportunity in every era of work. Learn more about the Upwork Marketplace atUpwork.com and follow us onLinkedIn,Facebook,Instagram,TikTok, andX; and learn more about Lifted atGo-Lifted and follow onLinkedIn.
As a Lead AI Engineer on our Data Platform & Services (DPS) team, you will apply your expertise in AI capabilities to build and deploy production grade AI powered systems towards data engineering, analytics & product evolution use cases. You’ll design and deploy agentic frameworks, natural language querying (NLQ) capabilities, and prompt/LLM evaluation strategies that unlock insights at scale across Upwork. This is an opportunity to deliver tangible impact, enabling faster decision-making, democratizing data access, and empowering analysts, product teams and stakeholders throughout the company.
Responsibilities
- Design and implement scalable agentic frameworks that coordinate multiple AI agents to deliver accurate and reliable outcomes.
- Build and optimize natural language query solutions that provide compliant, intuitive, and self-service access to enterprise data.
- Develop and maintain evaluation frameworks for LLMs and prompts, driving measurable improvements in accuracy, scalability, and resilience.
- Partner with data engineering peers to integrate AI orchestration with Python, SQL, and Snowflake pipelines.
- Contribute to AI-powered summarization and explanation tools that enhance reporting, insights, and executive reviews.
- Collaborate cross-functionally with product, analytics, and business teams to ensure solutions meet measurable business goals.
What it takes to catch our eye
- Proven experience delivering AI-powered data systems in production, including hands-on expertise with LLMs and prompt engineering.
- Strong foundation in modern data engineering, with proficiency in Python, SQL, and platforms such as Snowflake.
- Demonstrated ability to design agentic orchestration frameworks that scale across diverse business scenarios.
- A collaborative problem-solver with strong communication skills, able to align stakeholders and create clarity across teams.
- Growth mindset, excited to learn, iterate, and deliver measurable business outcomes through applied AI.
Come change how the world works.
Upwork is establishing its first international operational hub in Lisbon, Portugal. The new office is expected to be fully operational by Q4 2026.
This position will initially be employed through a partner to ensure a seamless hiring process while we establish the hub. Once the hub is established, there may be opportunities to transition to employment with Upwork depending on business needs and other requirements. While employed by the partner, you’ll work as part of Upwork’s team, with access to our resources, culture, and growth opportunities.
Our partner will offer competitive benefits. When Upwork’s hub is established, we will be excited to offer employment and benefits directly as business needs require.
Upwork is committed to building a diverse, inclusive, and equitable workforce. Employment decisions are made without regard to race, color, religion, gender, sexual orientation, gender identity, national origin, disability, or any other status protected by applicable law.
To learn more about how Upwork processes and protects your personal information as part of the application process, please review our Global Job Applicant Privacy Notice.
To learn more about how Upwork processes and protects your personal information as part of the application process, please review our Global Job Applicant Privacy Notice
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Навыки
- Python
- SQL
- Snowflake
- LLM
- Prompt Engineering
- AI Agents
- Natural Language Querying
- Data Engineering
- Machine Learning
Возможные вопросы на собеседовании
Проверка практического опыта проектирования сложных AI-систем, упомянутых в описании.
Расскажите о вашем опыте проектирования и масштабирования агентных фреймворков (agentic frameworks) в продакшене. С какими основными трудностями вы столкнулись?
Вакансия делает упор на NLQ (Natural Language Querying) для доступа к корпоративным данным.
Как вы обеспечиваете точность и безопасность при реализации систем Natural Language Querying (NLQ) над чувствительными данными в Snowflake?
Оценка качества работы LLM — критическая часть обязанностей.
Какие метрики и методологии вы используете для оценки (evaluation) качества ответов LLM и эффективности промптов в динамических бизнес-сценариях?
Позиция требует тесной интеграции AI с традиционным Data Engineering.
Опишите ваш подход к интеграции AI-оркестрации в существующие Python/SQL пайплайны данных. Как вы обеспечиваете отказоустойчивость?
Роль предполагает лидерство в новом хабе в Лиссабоне.
Как вы подходите к выстраиванию коммуникации и процессов в кросс-функциональной команде при внедрении инновационных AI-решений?
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