Data Scientist - Invoice Smash
Pune, India
Coupa Software, Inc.
See all of your business spend in one place with Coupa to make cost control, compliance and anything spend management related easier and more effective.Do you want to work for Coupa Software, the world's leading provider of cloud-based spend management solutions? We’re a company that had a successful IPO in October 2016 (NASDAQ: COUP) to fuel our innovation and growth. At Coupa, we’re building a great company that is laser focused on three core values:
1. Ensure Customer Success – Obsessive and unwavering commitment to making customers successful.2. Focus On Results – Relentless focus on delivering results through innovation and a bias for action.3. Strive For Excellence – Commitment to a collaborative environment infused with professionalism, integrity, passion, and accountability.
Responsibilities:
- Work with product managers, other engineers to devise the right metrics & measurements supporting product features or functionality
- Identify & gather data, cleanse and transform as needed
- Design experiments, build machine learning models & visualizations to iterate and arrive at the desired results
- Devise and automate processes to monitor the quality of the models and results
- Set strategic vision to overcome the complexities of an evolving machine learning ecosystem.
Requirements:
- 3-5 years of experience building machine learning models on large datasets and launching in production.
- Strong problem-solving skills.
- Experience using python to manipulate data and draw insights from large data sets.
- Experience in using python machine learning stack (Scikit-learn, Pandas, Keras, TensorFlow, etc).
- Experience visualizing/presenting data for stakeholders using Matplotlib, D3, or other visualization tools.
- Knowledge of machine learning techniques (clustering, decision trees, neural networks, etc.) and their real-world advantages/drawbacks.
- Coding knowledge and experience with commonly used languages: Python.
- Experience with distributed data/computing tools like Spark, Hadoop is preferable.
- Has a Bachelor’s, Master’s, or Ph.D. in Statistics, Mathematics, Computer Science, or equivalent experience
- Excellent written and verbal communication skills.
- A drive to learn and master new technologies.
We take care of our employees every way we can, with competitive compensation packages, as well as restricted stock units, an Employee Stock Purchase Program (ESPP), comprehensive health benefits for employees and their families, retirement and savings plans with employer match, a flexible work environment, no limit vacations for exempt employees, non-exempt employees are on an accrual basis for PTO, catered lunches…And much more!
As part of our dedication to the diversity of our workforce, Coupa is committed to Equal Employment Opportunity without regard for race, ethnicity, gender, protected veteran status, disability, sexual orientation, gender identity or religion.
Please be advised, inquiries or resumes from recruiters will not be accepted.
Tags: Computer Science Hadoop Keras Machine Learning Mathematics Matplotlib ML models Pandas Python Scikit-learn Spark Statistics TensorFlow
Perks/benefits: Career development Competitive pay Flex vacation Health care
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