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Are you excited to research, design, build, and productionize Machine Learning models to solve business challenges for a highly successful international business? Yardi seeks a strong software developer excited to work with huge data sets to solve real-world problems in a creative way.
Yardi provides quality software with an unwavering focus on the client. We nurture and challenge our employees, so together we can provide our clients with the superior products and services they have come to expect. Community, family, and fun feature prominently in everything we do!
The people we work with are important to us. We offer company-paid health care, parental leave top-up, profit-sharing, and work-from-home flexibility along with professional development opportunities. Frequent social and charity events help us connect beyond our work.
On the ML team, you will be involved in every phase of the process from research and design to implementation and iterative optimization of the predictive models you develop. We use Pytorch, spaCy, and Pandas daily to develop, deploy, and maintain models in a production environment powering numerous products. We apply advanced ML techniques to automate processes, strengthen productivity, and improve customer satisfaction.
You must have experience with:
-Natural Language Processing, Natural Language Understanding, Computer Vision and OCR
-Transformers based models like BERT, RoBERTa, DistilBERT, T5, LLaMA, LayoutLM/LayoutLMv2, LiLT, ERNIE
-Setting up pipelines and evaluating models
-Training and testing custom models and visualizing data
-Manipulating and reshaping huge data sets
-Text classification tasks, Sentiment analysis
Libraries/Tools
-Pytesseract, docTR
-opencv, Flask, Pillow
-Streamlit, Seaborn
-Pandas, sciklearn, scikit
-Redis, SQLServer
-Conda, pytorch
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Computer and Technology Knowledge
- Windows
- Internet
- Servers
- Programming languages
- Software development
Essential Skills
- Reading text
- Document use
- Numeracy
- Writing
- Oral communication
- Working with others
- Problem solving
- Decision making
- Critical thinking
- Job task planning and organizing
- Finding information
- Computer use
- Continuous learning
- Significant use of memory
Specific Skills
- Write, modify, integrate and test software code
- Maintain existing computer programs by making modifications as required
- Identify and communicate technical problems, processes and solutions
- Prepare reports, manuals and other documentation on the status, operation and maintenance of software
- Assist in the development of logical and physical specifications
- Research and evaluate a variety of software products
- Write, modify, integrate and test software code for e-commerce and other internet applications
Work Setting
- Computer hardware or software retailer/wholesaler
Work Conditions and Physical Capabilities
- Fast-paced environment
- Work under pressure
- Tight deadlines
- Attention to detail
- Sitting
Security and Safety
- Basic security clearance
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