About the role
AI summarisedThis is a Forward Deployed AI Engineer role at a technology company, focusing on deploying and customizing AI solutions for clients. The engineer will work on-site with clients to understand their needs, design and implement AI models, and ensure successful integration into production systems.
BusinessFull-timeTechnology and Engineering
Key Responsibilities
- Work directly with clients to understand their business problems and identify opportunities where AI can drive value.
- Design, develop, and deploy machine learning models and AI solutions tailored to client needs.
- Integrate AI solutions into client production systems and ensure scalability and reliability.
- Collaborate with cross-functional teams including product, engineering, and research to improve AI capabilities.
- Conduct data analysis and feature engineering to prepare data for modeling.
- Monitor and maintain deployed models, iterating on performance and accuracy.
- Communicate technical concepts and results to non-technical stakeholders effectively.
- Contribute to internal tools and frameworks to accelerate deployment of AI solutions.
Requirements
- Bachelor's degree in Computer Science, Engineering, Mathematics, Physics, or a related quantitative field.
- Strong programming skills in Python and experience with machine learning frameworks (e.g., PyTorch, TensorFlow).
- Hands-on experience with deploying machine learning models in production environments.
- Experience with cloud platforms such as AWS, GCP, or Azure.
- Familiarity with containerization and orchestration tools like Docker and Kubernetes.
- Solid understanding of machine learning concepts including deep learning, NLP, and computer vision.
- Experience with large language models (LLMs) and retrieval-augmented generation (RAG) is a plus.
- Excellent problem-solving skills and ability to work in a fast-paced, client-facing environment.
- Strong communication and interpersonal skills to interact with clients and team members.
- Willingness to travel frequently to client sites.