Data Science Architect
The Data Science Architect would help design and build models to navigate and search the data, text, audio, video or images (“Content”), indexing transcripts from audio and video files as well as indexing text content extracted from scanned documents.
JOB REQUIREMENTS: Key Accountabilities
- Design a data flow architecture, including data pipelines
- Identify the objects in digitized Content provided by the Customer
- Data exploration, integration and cleaning collected data
- Deploy Microsoft SQL EC2 database that will act as the storage area for metadata extracted from digitized Content
- Deploy Amazon Comprehend and SageMaker
- Setting a workflow for indexing digitized Content
- Feature engineering for building ML models
- Building cloud-based architecture for data ingestion and processing
- Creating an application program interface (API) endpoint for retrieving results to the Customer In-Scope Application
PERSON SPECIFICATION
- Extensive industry experience in using business and technical skills to design solutions based on the project requirements
- Extensive experience delivering multiple ML projects with quantifiable business outcomes
- Solid experience in giving data presentations
- Track record of diving into data to discover hidden patterns
- Combination of deep technical skills and business savvy enough to interface with all levels and disciplines within our customer’s organization
Expert knowledge in:
- SparkML
- Using ML libraries, such as scikit-learn, caret, mlr, mllib
- Using data visualization tools
- Programming languages such as Python and/or R
- Imperative programming languages such as Java or C/C++
- AWS technologies like Redshift, S3, EC2, Data Pipeline, & EMR
- Handling terabyte size datasets
- Writing and tuning SQL
About Rackspace Technology
We are the multicloud solutions experts. We combine our expertise with the world’s leading technologies — across applications, data and security — to deliver end-to-end solutions. We have a proven record of advising customers based on their business challenges, designing solutions that scale, building and managing those solutions, and optimizing returns into the future. Named a best place to work, year after year according to Fortune, Forbes and Glassdoor, we attract and develop world-class talent. Join us on our mission to embrace technology, empower customers and deliver the future.
More on Rackspace Technology
Though we’re all different, Rackers thrive through our connection to a central goal: to be a valued member of a winning team on an inspiring mission. We bring our whole selves to work every day. And we embrace the notion that unique perspectives fuel innovation and enable us to best serve our customers and communities around the globe. We welcome you to apply today and want you to know that we are committed to offering equal employment opportunity without regard to age, color, disability, gender reassignment or identity or expression, genetic information, marital or civil partner status, pregnancy or maternity status, military or veteran status, nationality, ethnic or national origin, race, religion or belief, sexual orientation, or any legally protected characteristic. If you have a disability or special need that requires accommodation, please let us know.
