Senior Data Scientist
CGWS - COME GROW WITH US
full-time
Posted on:
Location Type: Remote
Location: Remote • Utah • 🇺🇸 United States
Visit company websiteJob Level
Senior
Tech Stack
CloudPandasPythonSparkSQL
About the role
- Train and tune machine learning models
- Explore data and conduct feature engineering
- Apply natural language processing to understand text and aid in conversational interfaces
- Build optimal algorithms with LLMs and retrieval augmented generation
- Collaborate with data engineers, AI software engineers, data analysts, and stakeholders
- Evaluate emerging techniques by understanding academic papers and new technical tools, and by conducting labs, prototypes, and explorations
- Monitor and optimize production models
Requirements
- 5+ years of professional experience as a data scientist, typically coding in Python with relevant libraries
- Demonstrated ability to select and implement ML algorithms, shape data into useful input features, and choose and optimize appropriate model performance metrics
- Proficiency with NLP, text processing, LLMs / generative models, and conversational UX
- Mathematical thinking foundation and orientation
- Skill working with data sources of various types using tools such as SQL, pandas, Spark
- Expertise designing and building deep learning architectures and models
- Ability to work well independently and with colleagues
- Skill collaborating using cloud-based tooling, git, notebook systems, and ML workflows
Benefits
- Comprehensive health, life, and disability insurance
- Generous leave policies that include 4 weeks of vacation, 12 company holidays, parental leave, and volunteer time off so you can enjoy quality of life
- 401k plans with up to 6% company match
- $2000 Paid-Paid Vacation bonus
- EAP through Headspace
- Check out all our benefits that benefit you
Applicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard skills
machine learningnatural language processingfeature engineeringLLMsgenerative modelsdeep learningPythonSQLpandasSpark
Soft skills
collaborationindependent workmathematical thinking