As an engineering manager on our ML Search team you will lead all aspects of ML architecture technology selection model training fine-tuning ablation studies and productization. You will drive applied machine learning using emerging technologies to solve complex mapping challenges. You will collaborate with world-class multi-functional teams including engineers data analysts labelers and validators to develop innovative solutions.
- Masters degree or equivalent experience in AI ML Mathematics Computer Science or a related field.
- 10 years of experience applying and leading teams that apply sophisticated statistical and ML methods to analyze and process large complex data sets.
- 6 years of experience managing ML teams and leading ML development.
- Experience in one or more of the following domains: Algorithms Architecture Artificial Intelligence Data Mining Deep Neural Networks Distributed Systems Information Retrieval ML NLP and Computer Vision.
- Strong foundational understanding of mathematics behind modern machine learning including linear algebra and statistics.
- Hands-on experience in developing & supervising production code in Python or Java.
- Familiarity with databases SQL and scripting languages.
- Proven ability to translate requirements from design to implementation both independently and within larger teams.
- Demonstrated ability to actively manage team performance and take ownership of driving outcomes.
- PhD degree in AI Machine Learning Computer Science Mathematics
- Experience in evaluating and deploying multiple search features including large-scale ML models deep learning and NLP solutions.
- Experience with geospatial data is a plus.
Required Experience:
Manager
As an engineering manager on our ML Search team you will lead all aspects of ML architecture technology selection model training fine-tuning ablation studies and productization. You will drive applied machine learning using emerging technologies to solve complex mapping challenges. You will collabor...
As an engineering manager on our ML Search team you will lead all aspects of ML architecture technology selection model training fine-tuning ablation studies and productization. You will drive applied machine learning using emerging technologies to solve complex mapping challenges. You will collaborate with world-class multi-functional teams including engineers data analysts labelers and validators to develop innovative solutions.
- Masters degree or equivalent experience in AI ML Mathematics Computer Science or a related field.
- 10 years of experience applying and leading teams that apply sophisticated statistical and ML methods to analyze and process large complex data sets.
- 6 years of experience managing ML teams and leading ML development.
- Experience in one or more of the following domains: Algorithms Architecture Artificial Intelligence Data Mining Deep Neural Networks Distributed Systems Information Retrieval ML NLP and Computer Vision.
- Strong foundational understanding of mathematics behind modern machine learning including linear algebra and statistics.
- Hands-on experience in developing & supervising production code in Python or Java.
- Familiarity with databases SQL and scripting languages.
- Proven ability to translate requirements from design to implementation both independently and within larger teams.
- Demonstrated ability to actively manage team performance and take ownership of driving outcomes.
- PhD degree in AI Machine Learning Computer Science Mathematics
- Experience in evaluating and deploying multiple search features including large-scale ML models deep learning and NLP solutions.
- Experience with geospatial data is a plus.
Required Experience:
Manager
View more
View less