Machine Learning Manager
3 semanas atrás
About the Role:
We are seeking a highly skilled Machine Learning Manager to lead our team in designing and building next-generation AI systems. As a key member of our Machine Learning Team, you will be responsible for overseeing the development and deployment of machine learning models and systems, ensuring high quality, reliability, and scalability. Your expertise in machine learning algorithms, deep learning frameworks, and software engineering best practices will enable you to make strategic decisions and drive innovation in our products and processes.
Your 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.
- 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.
About You:
- You are an experienced and passionate leader with a deep understanding of machine learning and a track record of success in building and managing high-performing teams.
- You possess strong technical expertise in machine learning algorithms and frameworks, combined with excellent communication and interpersonal skills.
- You thrive in a fast-paced and collaborative environment, and you are driven by a desire to drive innovation and deliver impactful solutions.
- You're a strategic thinker with a growth mindset, always seeking opportunities for continuous learning and improvement.
- You are excited about the prospect of leading a talented team of machine learning engineers to tackle complex challenges and drive innovation in the field.
What We Offer:
- 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.
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