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Position Overview
We are seeking an experienced and dynamic Lead with 5+ years of experience in Machine Learning (ML) and Artificial Intelligence (AI) to lead our ML and AI team. As the Manager of ML and AI, you will be responsible for driving the development and implementation of ML and AI strategies and initiatives. You will lead a team of talented data scientists and engineers, fostering innovation and delivering cutting-edge ML and AI solutions.
Responsibilities:
1. Lead and manage the ML and AI team, providing technical guidance, mentorship, and performance management.
2. Define and execute the ML and AI strategy, aligning it with business objectives and market trends.
3. Collaborate with cross-functional teams to identify and prioritize ML and AI opportunities that drive business value.
4. Stay updated with the latest advancements in ML and AI technologies, tools, and algorithms, and identify potential applications in the organization.
5. Oversee the design, development, and deployment of ML and AI models, ensuring scalability, efficiency, and accuracy.
6. Provide expertise in areassuch as predictive modeling, natural language processing, computer vision, and deep learning.
7. Collaborate with data engineering teams to ensure effective data collection, preprocessing, and feature engineering for ML and AI projects.
8. Establish and maintain best practices for data governance, model evaluation, and performance monitoring.
9. Manage and prioritize multiple ML and AI projects, ensuring timely delivery and adherence to quality standards.
10. Work closely with stakeholders to understand their requirements, communicate ML and AI capabilities, and drive adoption and implementation.
11. Stay abreast of regulatory and ethical considerations in ML and AI, ensuring compliance and responsible use of data.
Requirements:
1. Bachelor's or Master's degree in Computer Science, Data Science, or a related field. A Ph.D. is a plus.
2. 5+ years of experience in ML and AI, with a strong track record of leading and delivering complex ML and AI projects.
3. In-depth knowledge of ML and AI concepts, algorithms, and techniques, including supervised and unsupervised learning, reinforcement learning, and neural networks.
4. Proficiency in programming languages such as Python, R, or Scala, along with ML and AI libraries and frameworks (e.g., TensorFlow, PyTorch, scikit-learn).
5. Experience in applying ML and AI techniques to solve real-world problems in areas such as recommendation systems, fraud detection, natural language processing, or computer vision.
6. Strong understanding of data engineering principles and experience working with large-scale datasets.
7. Excellent leadership and people management skills, with the ability to motivate and inspire a team of data scientists and engineers.
8. Proven ability to translate business requirements into ML and AI solutions and effectively communicate technical concepts to non-technical stakeholders.
9. Strong analytical and problem-solving skills, with the ability to think strategically and drive innovation.
10. Excellent communication, presentation, and interpersonal skills.
If you are an experienced ML and AI professional with a passion for driving innovation and leading high-performing teams, this is an exciting opportunity to join our organization. We offer a competitive salary, comprehensive benefits package, and a supportive work environment that fosters growth and professional development.
To apply, please submit your resume, cover letter, and a brief summary of your relevant experience in ML and AI leadership roles.