[VST] Senior Data Scientist
Job Description
Company Description
We are Software Mind, an awesome team of engineers who are ready to ramp up any top-notch companyโs projects! Our aim? To always be one step ahead. Become part of a multicultural company in constant growth with an excellent work environment certified by Great Place To Work!
Job Description
Project - the aim you'll have
We're looking for a skilled Senior Data Scientist to join our team and work with one of our inspiring US clients. This suite of data-driven SaaS solutions is designed for the modern in-house marketer. Originating from a network of award-winning agencies, the platform empowers marketers to drive both business and brand impact by providing them with the tools they need to succeed.
If you enjoy working with cutting-edge technologies in a fast-paced environment this opportunity is for you!ย
Qualifications
Expectations - the experience you need
- 5+ years of experience in Data Science, with a focus on building and integrating machine learning models and large language models.ย
- Proficient in data engineering and data architecture principles, with experience in predictive modeling and data integration.ย
- Strong problem-solving skills and attention to detail.
- Excellent written and verbal communication skills.
- Bachelor's degree in Computer Science, Data Science, or a related field.ย
- Experience in digital advertising, content optimization, and audience insights.ย
- Familiarity with MS Azure, Alteryx, Tableau, and Power BI for data processing and visualization.
What you will do
- Ingest and integrate descriptive metadata from the creative production process, link ing this data to platform-level media executions, covering themes, categories, content descriptors, creative types, sizes, and placement information.
- Ingest and integrate detailed ad server data to provide insights on content optimization, audience engagement, and placement eCectiveness from media executions.
- Add a machine learning and large language model (ML/LLM) layer to oCer deeper insights into data variables and elements driving media performance.ย
- Utilize MS Azure for a virtualized server environment, oCering data storage, database server, and virtual desktop instances.
- Direct API access to a range of digital media and CRM platforms using Funnel.io and Airbyte.ย
- Employ Alteryx as the primary ETL tool for data flows, transformations, business rule enforcement, data standardization, and automation, including report automation and geocoding.
- Develop and manage structured data models and storage solutions using SQL Server.
- Create and execute predictive modeling data pipelines using Azure Machine Learning, MS Fabric, or similar analytics tools.
- Use Tableau and Power BI for reporting, analytics, and data visualizations.
- Support the expansion of the MS Azure environment to integrate the ML/LLM layer for new client requirements.
- Design data architecture and data models to support predictive modeling pipelines and eCectively leverage existing data assets.
- Recommend and implement ML and LLM tools to meet specific application needs.
- Develop ML and LLM pipelines to meet analytical needs, defined through a discovery process.
- Establish pipeline monitoring to support a continuous integration and continuous delivery (CI/CD) environment.
Our Benefits
- Educational resources.
- Flexible schedule and Work From Anywhere.
- Referral Program.
- Supportive and chill atmosphere.
We are accepting applications from LATAM countries
Position at: Software Mind LATAM
Additional Information
Date Posted
12/08/2024
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