Lead Machine Learning Engineer
Stylitics
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Posted:
February 16, 2023
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Other
About the position
The job overview for this position is that Stylitics is seeking a Lead Machine Learning Engineer to join their team and drive innovation through the development and implementation of machine learning models and systems. The role involves leading a team of machine learning engineers and an exploratory data analyst, using technical expertise in machine learning and deep learning to guide and support the team on various projects and applications. The successful candidate will have the opportunity to make a real impact on the success of Stylitics and shape the future of machine learning in the retail industry.
Responsibilities
- Lead a team of machine learning engineers and an exploratory data analyst to develop and implement machine learning models and systems for a variety of projects and applications
- Collaborate with cross-functional teams to understand business requirements and translate them into technical solutions
- Research and apply state-of-the-art techniques in machine learning and deep learning to improve model performance
- Train and fine-tune machine learning models using a variety of data sources
- Evaluate model performance and suggest improvements
- Write clean, efficient, and well-documented code
- Mentor and provide technical guidance to team members
- Communicate effectively with team members, stakeholders, and other relevant parties
- Plan and manage team resources, including project timelines and priorities
Requirements
- 3+ years of experience working with ML in production environment, with great track record of deploying ML projects to production
- Experience leading and managing a team of machine learning engineers and data analysts
- Bachelor’s or Master’s degree in Computer Science or a related field
- Strong background in applied statistics, applied mathematics, linear algebra, algorithmic design
- Strong technical expertise in machine learning and deep learning, with experience in at least one deep learning framework such as TensorFlow or PyTorch
- Excellent communication skills and the ability to clearly and effectively present technical concepts to both technical and non-technical audiences
- Strong problem-solving skills and the ability to think creatively and strategically
- Experience with data preprocessing and data visualization techniques
- A passion for learning and staying up-to-date with the latest trends and techniques in machine learning and deep learning
- Ph.D. or Master's Degree in Computer Science, Data Science, or Statistics (Nice-to-Have)
- Good understanding of low-level CPU and GPU performance (Nice-to-Have)
- Pytorch Experience (Nice-to-Have)
- Clojure experience (or willingness to learn!) (Nice-to-Have)
Benefits
- Vision and dental insurance options that are fully covered by the company
- Medical plan coverage, with options that start at no cost to the employee
- Competitive salary along with career planning for the future
- Stock options in a rapidly growing and successful company
- Commuter benefits program
- Company matched 401k plan
- Generous paid time off policies
- Work events - both virtual and in person
- Access to Gympass - a company paid benefit for physical and mental well-being
- Working with fun, hardworking, nice people who are committed to making a difference