Staff Machine Learning Engineer
New
L
LiftoffAdTech
This role is eligible for full-time remote work in one of our entities: CA, CO, ID, IL, FL, GA, MA, MI, MN, MO, NJ, NV, NY, OR, TX, UT, and WA.Full-TimeStaff
Salary207,000 - 275,000 USD per year
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Job Details
- Experience
- 6+ years of industry experience
- Required Skills
- PythonMachine LearningDeep Learning
Requirements
- 6+ years of industry experience applying Machine Learning (including neural networks) to large scale problems.
- Experience with Recommendation Systems
- Hands on experience with deep neural networks in production at scale.
- Solid engineering and coding skills.
- Track record of well-developed execution and timely delivery of projects.
- B.S. or higher in Machine Learning, Math, Physics or similar. PhD a plus.
Responsibilities
- Develop and maintain machine learning models that are integral to our production decision-making system and directly influencing business outcomes.
- Adopt or build new technologies for training and serving ML models (e.g. support large models, increase developer velocity, etc)
- Monitor the latest ML research for functional ideas that the team could try.
- Optimize ML Pipelines – Build and scale efficient pipelines for real-time and batch processing.
- Model Monitoring & Improvement – Track performance, detect drift, and automate retraining.
- Use strong communication skills (verbal and written) to explain statistical and machine learning concepts to both technical and non-technical audiences
- Collaborate with a team of world-class engineers with diverse backgrounds.
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