Senior Engineer, AI Machine Learning
7 days ago
Role & responsibilities
- Collaborate with cross-functional teams to define AI use cases, gather requirements, and architect end-to-end AI solutions that align with business goals
- Develop and implement machine learning and deep learning algorithms, models, and frameworks to solve intricate problems and enhance system capabilities
- Oversee data collection, preprocessing, and feature engineering to ensure high-quality input for AI models
- Train and fine-tune machine learning models using large datasets, and rigorously evaluate model performance using appropriate metrics
- Design the AI infrastructure, choose suitable frameworks, libraries, and tools, and ensure scalability, reliability, and efficiency of AI systems
- Build rapid prototypes and proof of concepts (POCs) to demonstrate the feasibility and potential of AI solutions
- Provide technical guidance, mentorship, and support to AI development teams, fostering a culture of innovation and collaboration
- Stay abreast of AI trends, emerging technologies, and best practices, and contribute to the company's AI strategy by proposing innovative solutions
- Lead the deployment of AI solutions into production environments, integrating them with existing systems and workflows
- Continuously optimize AI solutions for speed, efficiency, and accuracy, and address any bottlenecks or issues
- Create comprehensive technical documentation, including design specifications, architecture diagrams, and code comments
Preferred candidate profile
- Proven experience as an AI Engineer, Machine Learning Engineer, Data Engineer or AI Architect, with a track record of successful AI solution design and implementation
- Strong programming skills in Python, and proficiency in AI libraries and frameworks (TensorFlow, PyTorch, scikit-learn, etc.)
- In-depth knowledge of machine learning techniques, algorithms, and model evaluation
- Familiarity with big data technologies, cloud platforms, and distributed computing
- Excellent problem-solving abilities and analytical thinking
- Effective communication skills to collaborate with cross-functional teams and present technical concepts to both technical and non-technical stakeholders
- Demonstrated ability to lead technical projects, drive innovation, and mentor junior team members
- Experience building and deploying AI/ML-powered products to live production
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