AI/ML Technical Lead
4 weeks ago
Greetings from ITC Infotech
Job Title - AI/ML Technical Lead
Location – Seattle, WA/ Vancouver, CA
Job Description:
- Experience in building models and extracting insights with supervised and unsupervised techniques using both machine learning and deep learning methodologies.
- Ability to work with choice of hyperparameters for optimizing performance towards desired business goals of the model).
- Ability to choose right optimization goals based on business needs.
- Ability to device drift monitoring strategies.
- Adept with underpinning mathematics and python-based ML frameworks and APIs .
- Ability to build, deploy, monitor, and maintain Machine Learning models which could be stand alone or be part of AI Products .
- Ability to drive insights with data analytics pre and post model build.
- Experience with building models on structured and unstructured data.
- Design, build, and maintain scalable and robust data pipelines and architectures to support data collection, transformation, and integration from various sources.
- Lead and mentor team members, fostering their professional growth and ensuring high standards of engineering excellence.
- Demonstrate effective communication skills by clearly articulating complex technical concepts to both technical and non-technical stakeholders.
- Facilitate seamless collaboration with cross-functional teams from Business and Technology domains to align project goals, gather requirements, and drive successful project outcomes.
- Collaborate closely with data scientists, data engineers, and other stakeholders to understand data requirements, provide technical support, and ensure the availability, reliability, and scalability of data systems.
- Technologies : Python based ML frameworks like Scikit-learn, SciPy, TensorFlow, PyTorch, MLFlow, Hugging Face, Databricks(nice to have).
- Nice to have : Gen AI, Computer vision.
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