Bazaarvoice
Senior Machine Learning Engineer
Job Description
Senior Machine Learning EngineerAt Bazaarvoice, over the past 15 years our software has been at the core of commerce on the web for some of the world’s biggest brands and retailers. The result is an absolutely massive amount of data, at scales comparable to the most high-traffic individual websites out there. It is critical to the future success of Bazaarvoice that we continue to find ways to leverage that data and turn it into valuable insights for our clients
In Bazaarvoice, Machine Learning Engineers are the end-to-end custodians of AI/ML projects, involved through early discovery to production software delivery. This role will involve collaboration with multi-skilled product teams and beyond to develop AI/ML driven solutions that have the potential to generate business value for the company while delighting our customers. We’re looking for a Senior Machine Learning Engineer to join our Machine Learning team. You’ll work closely with a team of engineers to create a platform on top of that data that will be leveraged by virtually every other product and system we have built or will build in the future. You’ll be responsible for experimenting to create new models to improve Bazaarvoice products and retraining existing models.
Primary Duties of the Role:
- Apply (and extend) state-of-the-art natural language processing, machine learning, and statistical techniques to develop predictive models and optimization algorithms.
- Use sophisticated analytical methods to automate existing processes and enable new capabilities.
- Utilize machine learning and large-scale data mining techniques to discover and identify actionable patterns in the data.
- Mentor more junior Machine Learning Engineers and Data Scientists.
- Deep dive into the data to understand and apply patterns, while maintaining a sense of the big picture.
- Work closely with engineers & product managers to put research results into action.
Skills and Experience Necessary for the Role:
- Proficient in contributing to technical project direction in a collaborative team environment. Including but not limited to architecture, estimation and developing requirements.
- Experience contributing to or leading open ended discoveries, with a proven ability to unearth high quality AI/ML opportunities for customers and/or product teams.
- Experience building and maintaining an ‘MLOps’ platform to accelerate the development, deployment and maintenance of AI/ML models. * A track record of delivering ML-enabled products from idea to delivering value in production.
Requirements:
- Bachelor’s Degree in Statistics, Computer Science, Mathematics, or equivalent work experience.
- 5+ years experience in leveraging Data Science and AI/ML frameworks to ingest and prepare data to build AI/ML models.
- 4+ Years experience analyzing data using SQL/Data Engineering.
- 3+ Years experience with Python/Scala.
- 2+ Years Experience developing products on Public cloud Hosting platforms (ex. AWS, GCP, etc).
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Why join Bazaarvoice? Customer is keyWe see our own success through our customers’ outcomes. We approach every situation with a customer first mindset. Transparency & Integrity Builds TrustWe believe in the power of authentic feedback because it’s in our DNA. We do the right thing when faced with hard choices. Transparency and trust accelerate our collective performance. Passionate Pursuit of PerformanceOur energy is contagious, because we hire for passion, drive & curiosity. We love what we do, and because we’re laser focused on our mission. Innovation over ImitationWe seek to innovate as we are not content with the status quo. We embrace agility and experimentation as an advantage. Stronger TogetherWe bring our whole selves to the mission and find value in diverse perspectives. We champion what’s best for Bazaarvoice before individuals or teams. As a stronger company we build a stronger community. Commitment to diversity and inclusion Bazaarvoice provides equal employment opportunities (EEO) to all team members and applicants according to their experience, talent, and qualifications for the job without regard to race, color, national origin, religion, age, disability, sex (including pregnancy, gender stereotyping, and marital status), sexual orientation, gender identity, genetic information, military/veteran status, or any other category protected by federal, state, or local law in every location in which the company has facilities. Bazaarvoice believes that diversity and an inclusive company culture are key drivers of creativity, innovation and performance. Furthermore, a diverse workforce and the maintenance of an atmosphere that welcomes versatile perspectives will enhance our ability to fulfill our vision of creating the world’s smartest network of consumers, brands, and retailers.