AI / ML Engineer (LLMs/AWS)
1 semana atrás
AI/ML Engineer (LLMs/AWS) - Hybrid Lisbon
About Us:
HumanIT is looking for an experienced AI/ML Engineer to join an innovative fintech company in Lisbon. This company is transforming the financial industry with a cutting-edge, fully customizable platform designed to simplify complex financial products.
The Role:
As an AI/ML Engineer, you will play a key role in developing and deploying AI-driven solutions, working closely with the Software Development Manager. You will integrate advanced AI/ML capabilities, including Generative AI (GenAI), Agents, Machine Learning Models, Prompting Techniques, Optical Character Recognition (OCR), Vector Databases, and Retrieval-Augmented Generation (RAG) into the platform. The ideal candidate should have a solid technical background and a passion for experimenting, innovating, and delivering impactful AI solutions. Experience with AWS infrastructure, including AWS SageMaker and Bedrock, is a plus.
Key Responsibilities:
Design, develop, and deploy AI/ML solutions for the next generation of financial technology.
Implement GenAI, agent-based systems, and ML models to enhance platform capabilities.
Architect data models and pipelines to support AI/ML initiatives.
Collaborate with cross-functional teams to integrate AI functionalities into the platform.
Develop scalable ML pipelines and data workflows.
Optimize AI models on cloud platforms, with a preference for AWS experience.
Work on specialized projects, such as building an Agentic Framework for financial advisors and integrating OCR with vector databases.
Utilize Retrieval-Augmented Generation (RAG) techniques to improve data retrieval and decision-making.
Advocate for MLOps best practices to streamline deployment and monitoring of AI solutions.
Provide technical mentorship and contribute to knowledge-sharing within the team.
Stay updated with the latest advancements in AI/ML research and tools.
Required Qualifications:
At least 3 years of hands-on experience in AI/ML engineering.
Proven experience developing and deploying commercial AI/ML solutions.
Strong expertise in Generative AI, agent-based systems, ML models, and prompting techniques.
Practical experience with OCR, vector databases, and Retrieval-Augmented Generation (RAG).
Proficiency in Python and machine learning libraries (e.g., TensorFlow, PyTorch, scikit-learn).
Strong problem-solving skills, teamwork, and adaptability in a fast-paced environment.
Preferred Qualifications:
Masters or PhD in Computer Science, Data Science, Machine Learning, or a related field.
Experience in fintech, particularly in structured products or annuities.
Familiarity with containerization (Docker, Kubernetes) and CI/CD pipelines.
Knowledge of Langchain, Langgraph, and Langsmith is a plus.
Location & Work Model:
Lisbon, Portugal
Hybrid work model (3 days in the office per week)
If you are passionate about AI/ML and want to work on pioneering financial technology solutions, we would love to hear from you
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