ai engineer for autonomous AI systems

Описание:

Meltwater provides technology that helps 27,000 customers worldwide make better business decisions through data. The company develops best-in-class solutions and operates with a global team across 50 locations in 25 countries.

Задачи:

• Design, build, and deploy cutting-edge AI solutions with autonomous, user-facing capabilities

• Deliver end-to-end AI solutions from initial concept through production deployment and ongoing optimization

• Architect and implement LLM-powered applications, data enrichments, multi-agent workflows, and autonomous AI systems

• Orchestrate large language models, build prompt engineering frameworks, and perform fine-tuning

• Deploy and operate LLM applications at scale in reliable production environments

• Containerize AI services and implement deployment pipelines for rapid iteration

• Establish monitoring systems for performance metrics, response quality, hallucination rates, and autonomous decision accuracy

• Manage infrastructure powering AI applications and optimize performance and cost-effectiveness

• Establish automated evaluation frameworks for LLM applications

• Build robust fallback mechanisms

• Ensure AI systems meet security and compliance requirements

• Improve AI capabilities based on user feedback and performance data

Требования:

• 5+ Years of hands-on experience in AI/ML engineering, software development, or related technical roles

• Demonstrable experience building and deploying AI-powered applications

• Bachelor's or master's degree in computer science or an equivalent degree

• Good theoretical knowledge of AI, ML, and NLP principles

• Strong programming proficiency in Python

• Familiarity with Java/Kotlin

• Solid understanding of API design, development, and integration patterns

• Experience with LangChain, LangGraph, and APIs from OpenAI, Anthropic, or similar providers

• Proficiency in prompt engineering and orchestrating AI agents, chatbots, and autonomous workflows

• Familiarity with Azure, AWS, or Google Cloud AI/ML services

• Familiarity with Docker, Kubernetes, CI/CD pipelines, automated testing for LLM applications, monitoring, logging, and performance tracking

• Strong problem-solving abilities and experience debugging AI systems, optimizing performance bottlenecks, and implementing scalable solutions

• Excellent communication skills and ability to work with cross-functional teams in an agile environment

• Ability to quickly adopt new AI technologies, frameworks, and best practices

• Nice to have: Knowledge of vector databases and RAG, such as OpenSearch or ElasticSearch

Условия:

• Flexible paid time off options

• Comprehensive health insurance

• Employee assistance programs covering mental health, legal, financial, wellness, and behaviour areas

• Complimentary Calm App subscription for the employee and loved ones

• Family leave program that grows with tenure

• Ongoing professional development opportunities