Data Scientist and Language Model Specialist
1 day ago
At myGwork, an inclusive employer and a member of the largest global platform for the LGBTQ+ business community, we're seeking an innovative and technically strong data scientist with a background in optimization, machine learning, and statistical modeling/analysis.
About the RoleThis job requires a team member to have strong quantitative modeling skills and the ability to apply optimization/statistical/machine learning methods to complex decision-making problems, with data coming from various data sources. The candidate should have strong communication skills, be able to work closely with stakeholders and translate data-driven findings into actionable insights.
Key Responsibilities- Understand a business problem and available data, identifying suitable statistical or ML techniques to answer the question
- Estimate solution feasibility and potential approaches based on available data, given a business problem
- Pull together relevant data from various sources, working with partner teams to facilitate permissions and acquisition as needed
- Quickly prototype solutions and build models to test feasibility of approach
- Develop, train, and test statistical models/ML models to drive optimal performance
- Improve existing processes by implementing state-of-the-art generative AI models
- Work with technology teams to integrate models as services that plug into Amazon's Alexa Eco system
- Apply the right level of reporting and data visualization, statistical modeling, and supervised learning tools and techniques to solve problems
Alexa Communications is looking for a Data Scientist to join our team in the area of speech and large language model. We are seeking a candidate with strong analytical skills and language technology experience to help us measure, analyze, and solve complex problems.
In this role, you are responsible for designing and delivering Language Understanding using your linguistic, voice user interface (VUI) design, and data analysis skills to understand what a customer meant. You are a key member in new feature development while proactively improving existing experiences.
You will work closely with other Engineers, Product Managers, Scientists, and Engineers to deliver magical experiences that customers love.
Requirements- 2+ years of data scientist experience
- 3+ years of data querying languages (e.g., SQL), scripting languages (e.g., Python), or statistical/mathematical software (e.g., R, SAS, Matlab, etc.) experience
- 3+ years of machine learning/statistical modeling data analysis tools and techniques, and parameters that affect their performance experience
- Experience applying theoretical models in an applied environment
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