Machine Learning Manager
2 semanas atrás
At Tripadvisor, we're revolutionizing the way people travel. We're looking for a talented Machine Learning Manager to lead our team of machine learning engineers and drive innovation in AI systems.
About the RoleWe're seeking a seasoned leader with a deep understanding of machine learning and a track record of success in building and managing high-performing teams. As a Machine Learning Manager, you'll be responsible for leading the development and deployment of machine learning models and systems, ensuring high quality, reliability, and scalability.
Key Responsibilities- Lead and mentor a team of machine learning engineers, fostering a culture of collaboration, innovation, and continuous learning.
- Set clear goals and expectations for the team, and provide regular feedback and coaching to help them grow both technically and professionally.
- Develop and implement strategies to attract, retain, and develop top talent in the machine learning engineering field.
- Oversee the end-to-end development and deployment of machine learning models and systems, ensuring high quality, reliability, and scalability.
- Collaborate with cross-functional teams including product managers, software engineers, and data scientists to define project requirements, timelines, and deliverables.
- Monitor project progress, identify risks and challenges, and proactively take steps to address them to ensure successful project outcomes.
- Provide technical guidance and expertise to the team, helping to solve complex technical challenges and drive innovation in machine learning algorithms and techniques.
- Stay up-to-date with the latest advancements in machine learning research and technology, and leverage this knowledge to inform decision-making and drive improvements in our products and processes.
- Foster a culture of experimentation and exploration, encouraging the team to explore new ideas and approaches to solving problems.
- Communicate effectively with key stakeholders, including senior leadership, to provide updates on project status, solicit feedback, and align on strategic priorities.
- Act as a liaison between the machine learning engineering team and other departments, ensuring alignment and collaboration on cross-functional initiatives.
- Drive continuous improvement initiatives to optimize team processes, tools, and workflows, with a focus on efficiency, scalability, and quality.
- Foster a culture of data-driven decision-making, leveraging metrics and analytics to measure performance, identify areas for improvement, and drive actionable insights.
- Bachelor's degree or higher in Computer Science, Engineering, or a related field.
- 6+ years of experience in machine learning engineering, with a proven track record of leading and managing teams to deliver successful machine learning projects.
- Strong technical expertise in machine learning algorithms, deep learning frameworks, and software engineering best practices.
- Excellent leadership, communication, and interpersonal skills, with the ability to inspire and motivate a team towards a shared vision and goals.
- Experience working in an agile environment and leading teams through the full software development lifecycle.
- Strong problem-solving skills and a passion for tackling complex technical challenges in the machine learning space.
- Experience working with cloud computing platforms and infrastructure, such as AWS, Azure, or GCP, is a plus.
At Tripadvisor, we offer a dynamic and collaborative work environment, with opportunities for professional growth and development. We're committed to fostering a culture of innovation, experimentation, and continuous learning. If you're passionate about machine learning and leadership, we encourage you to apply for this exciting opportunity.
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