
Advanced AI Solutions Developer
4 days ago
We are seeking a talented engineer to lead the development of advanced machine learning models and AI solutions.
As the Lead AI/ML Engineer, you will be responsible for designing, developing, and implementing machine learning algorithms and AI solutions that address complex business challenges.
You will lead a team of engineers collaborating with cross-functional teams to drive the successful deployment of AI initiatives.
Your expertise will be crucial in shaping our AI strategy and ensuring the delivery of high-quality, scalable solutions.
The ideal candidate will have a strong understanding of machine learning algorithms, statistical modeling, and data analysis techniques, as well as experience with cloud platforms and ML frameworks such as TensorFlow and PyTorch.
- Key Responsibilities:
- Designing and developing machine learning models and AI solutions to solve business problems
- Selecting appropriate machine learning or deep learning models based on problem context and data availability
- Developing, training, testing, and validating models using state-of-the-art methodologies and frameworks
- Collaborating with analytics, developers, and domain experts to acquire, clean, and preprocess large datasets
- Engineer features and performs exploratory data analysis to ensure data quality and model readiness
- Containerizing models (Docker/Kubernetes), implementing monitoring (Prometheus/Grafana), and automating pipelines (MLflow/Kubeflow)
- Implementing models into production environments, ensuring robustness, scalability, and maintainability
- Developing and maintaining CI/CD pipelines for seamless model integration and deployment
- Monitoring and evaluating model performance post-deployment and iterating based on feedback and performance metrics
- Documenting model architecture, development processes, and performance evaluations thoroughly
- Sharing insights and technical know-how with team members to foster a culture of continuous learning and improvement
- Research & Innovation: Stay ahead of AI trends (LLMs, generative AI) and advocate for ethical AI practices
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