Senior Data Scientist - Machine Learning & AI
Minneapolis, Minnesota, United States
Calabrio is looking for an experienced Senior Data Scientist with a strong background in applied mathematics and statistics, to contribute to and grow our Calabrio Machine Learning and AI practice. Using large quantities of omnichannel contact center-generated data (numerical, text, audio, behavioral, and user-generated data), the person in this role will focus on prototyping innovative solutions designed to revolutionize the contact center and customer experience industries.
As a Senior Data Scientist, you’ll be researching, experimenting, applying various techniques, and looking for novel approaches to the problems at hand. You will also be developing working prototypes to assess the viability of the approaches while implementing the solution that can be deployed into production. Data Scientists at Calabrio have close relationships with the product development teams and serve as the technical aid in generating ideas for innovative features in the Calabrio software suite. This is an ideal role for a Machine Learning and AI professional with a true passion for research and experimentation who craves high visibility and impact, while working with cutting-edge technologies.
What You'll Be Doing:
- Researching new Data Science techniques to create innovative solutions
- Building models, prototypes, and applications based on business requirements
- Selecting appropriate datasets and data representation methods
- Running experiments
- Performing statistical analysis and fine-tuning using test results
- Assisting product teams in productizing solutions and prototypes
Requirements
Must Haves:
- A degree in Computer Science, Business Analytics, Physics, Statistics, Mathematics, or related field
- 5 or more years of proven experience as a Senior Data Scientist
- Expertise in one or more of the following:
- Statistical Analysis and Forecasting
- Applied Mathematics
- Computational Linguistics
- Behavioral Psychology
- Natural Language Processing (NLP)
- Machine Learning with text or speech-based data
- Experience building Data Science applications using numerical and/or text data.
- A background in independent research and experience in experimental design.
- Ability to transform “raw” data to conform to the assumptions of a machine learning algorithm.
Nice to Haves:
- Master’s degree or PhD strongly preferred
- Strong proficiency in Python and related technologies such as TensorFlow & Pytorch.
- Deep knowledge of computer science, math, probability, statistics, and algorithms preferred
Benefits
Calabrio People are: Open, Clear, Ambitious, Accountable, Collaborative, Consistent
What we value most…workplace diversity and ensuring an environment of mutual respect. We believe that diversity and inclusion are critical to our success, and we are proud to be an equal opportunity employer.
Our commitment is to continue to keep our people healthy, focused, and creative. We've built a company culture where you’ll feel motivated and truly excited to come to work. Calabrio is driven by the diversity of our talented team members who come from a wide variety of backgrounds and lifestyles. As an equal opportunity employer, we always consider and embrace ALL individuals including what makes them unique. We believe our team members should be happy and healthy, with peace of mind and a sense of accomplishment.
About Calabrio:
Calabrio has joined forces with some of the best minds and most progressive concepts on enriching human interactions through our customer experience intelligence platform. For you, that means working on high-performing innovative teams that combine their incredible ideas in one incredible company.
Our team members are offered comprehensive benefits for various life circumstances and needs, great opportunities for career development, and a balanced work-life to achieve personal and professional success (all benefits are subject to eligibility requirements).
Awards & Accolades:
Calabrio has 300 Global Partners, more than 2.25 million agents, and over 7,000 customers worldwide. We’ve been doing this for more than two decades and have been recognized by leading independent third parties such as Gartner, Forrester, and G2 Crowd as a leader and visionary. Thanks to the hard work and dedication of every Calabrio team member, we have been recognized by the Star Tribune Top Workplace for 8 years in a row, #20 on the 2020 Fast 50 list, named one of BC’s Top Employers for 2021 and recognized as a top 50 fast-growth company by Minneapolis/St Paul Business Journal.
Calabrio celebrates and fosters a culture that thrives on diversity. We are an Equal Opportunity Employer that prohibits discrimination and harassment of any kind. We provide employees with a work environment free of discrimination and harassment. All employment decisions at Calabrio are based on business needs, job requirements, and individual qualifications, without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, veteran or disability status, parental status, or any other status protected by the laws or regulations in the locations where we operate. We celebrate the >40 nationalities of team members that contribute to our success.
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: Business Analytics Computer Science Machine Learning Mathematics NLP PhD Physics Prototyping Python PyTorch Research Statistics TensorFlow
Perks/benefits: Career development Startup environment
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