Machine Learning Engineer
11 days ago
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Job Description
Responsibilities
- Design, develop, test, and deploy Machine Learning and Computer Vision algorithms
- Deploy machine learning models, identify gaps, and evaluate relevant tools and technologies for continuous improvement
- Work with a wide range of systems, processes, and technologies that have the potential for implementation of Machine Learning and Computer Vision algorithms
- Be actively involved in strategic direction and product decisions
- Collaborate with energy modeling and UAS group to optimize data collection and processing
- Train and mentor internal colleagues to develop and debug Machine Learning and Computer Vision systems
Requirements
- Self-starter that is comfortable in a rapidly evolving, high-growth environment
- Creative and innovative mindset, with a willingness to try new things
- Proactive communicator and collaborator
- Strong organizational and management skills
- Solid attention to detail and problem-solving skills
- Bias towards strategic analysis and critical thinking
Minimum experience
- MS in Applied Statistics, Mathematics, Computer Science, Data Science, Computational Science, or related field with 2+ years of industry experience
- Experience with one or more Deep Learning libraries such as Tensorflow, Keras, PyTorch, or Theano
- Experience with building computer vision solutions and scaling computer vision systems
- GCP, AWS cloud experiences including ML model development/deployment, and visualization for model health monitoring
- Experience using version control tools like Git
- Experience using Python and C++
- Experience in ML Ops
Preferred experience
- Ph.D. in Applied Statistics, Mathematics, Computer Science, Data Science, Computational Science, and Engineering or related field with specialization in Computer Vision or Deep Learning
- Experience in implementing mathematical optimization, algorithms, and data structures
- 5+ years of industry experience
- Experience with OpenCV, SQL
- Experience with photogrammetry
- Experience with RGB and Thermal Cameras
- Experience in using Apache Spark, Pyspark, Amazon Sagemaker, or Microsoft Azure throughout the machine learning lifecycle
Benefits
- Competitive Salary
- Equity Compensation
- Full Health, Vision, and Dental Insurance
- Per Diem
Interested? Apply now!
Have questions about our hiring process? Email us at careers@joulea.com.
International applicants are welcome if they are currently eligible to work in the US, such as with OPT EAD, CPT, or in H-1B status.
Joulea
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About this company
Joulea reduces carbon emissions to strive for a sustainable world in the real estate industry. It aims to reduce building operating costs while exceeding industry standards for energy efficiency. It...read more
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