Advanced AI Engineer Position
5 hours ago
Senior Machine Learning Engineer Role
">We are seeking an experienced Senior IT Machine Learning Engineer to lead the design, development, and implementation of large-scale machine learning applications in hosted production environments. The ideal candidate will possess a strong background in software development and a proven track record of successfully implementing complex AI projects.
">Key Responsibilities:
">- ">
- Collaborate with leaders, business analysts, project managers, and technical teams to understand requirements and develop solutions that meet business needs for AI-driven projects.">
- Maintain and enhance existing enterprise services, applications, and platforms using domain-driven design and test-driven development principles.">
- Troubleshoot and debug complex issues; identify and implement effective solutions.">
- Create detailed project specifications, requirements, and estimates to ensure successful project delivery.">
- Research and implement new AI technologies to enhance current processes, security, and performance.">
- Work closely with data scientists and product teams to build and deploy AI solutions, focusing on the technical aspects of AI deployment and associated resources.">
- Implement and optimize Python-based ML pipelines for data preprocessing, model training, and deployment.">
- Monitor model performance and implement strategies for bias mitigation and explainability.">
- Write and maintain code for model training and deployment, collaborating with software engineers to integrate models into applications.">
Requirements:
">- ">
- Bachelor's degree in Computer Science, Computer Engineering, Data Science, or related technical discipline, or equivalent experience/training.">
- 3+ years of full AI Software Development Life Cycle (SDLC) experience designing, developing, and implementing large-scale machine learning applications in hosted production environments.">
- Professional experience in design, open-source, and Agile methodologies.">
Preferred Qualifications:
">- ">
- Master's degree in Computer Science, Computer Engineering, Data Science, or related technical discipline, or equivalent experience/training.">
- 5 years of full AI SDLC experience designing, developing, and implementing large-scale machine learning applications.">
- Airline Industry experience.">
Skills and Licenses:
">- ">
- Proficiency in Python, Databricks, Azure AI Foundry services, database frameworks, cloud-based development, web servers, web services, AI/ML frameworks, MLOps tools, DevOps toolchain, and object-oriented design techniques.">
- Experience in governance frameworks and controls for responsible AI, knowledge of AI regulations.">
- Post-deployment model maintenance, including observability, monitoring, and drift detection.">
- Strong understanding of GEN AI & NLP concepts, including LLMs, tokenization, embeddings, transformers, and attention mechanisms.">
- Familiarity with VectorDatabases and retrieval-augmented generation strategies.">
- Data pipelines, ETL, and distributed computing frameworks.">
- Generative-based AI solutions using Large-Language Models.">
- Prompt Engineering, including designing and optimizing prompts for foundation models.">
- Microsoft Office Tools expertise.">
Language and Communication Skills:
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- Ability to effectively communicate verbally and written with all levels within the organization.">
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