Senior Data Scientist
Amgen
PythonSQL
Director of Data Science – NLP
The Hartford
full-time
Posted on:
Location Type: Hybrid
Location: Chicago • Connecticut, Illinois, North Carolina, Ohio • 🇺🇸 United States
Visit company websiteSalary
💰 $153,200 - $229,800 per year
Job Level
Lead
Tech Stack
AWSCloudPython
About the role
- Hands-on development and leading cross-functional projects that include the creation of NLP assets to solve business problems and identify long-term opportunities with measurable outcomes
- Partner with business stakeholders, asset owners, data scientists, and data engineers to support the vision and culture that treats science as a corporate asset
- Advance the department’s capabilities by creating and deploying long-term tools to continually evolve the practice of natural language processing
- Improve and follow standards for version control, documentation, software engineering, and statistical science standards for formal peer-review and production grade assets
- Identify and communicate timelines for projects and highlight risks while suggesting mitigations to them
Requirements
- Expertise with Python from a functional programming paradigm
- Expertise in supervised learning and unsupervised learning along with experience in deep learning
- Expertise developing models from inception to deployment
- Experience monitoring models for statistical performance and business impact
- Expertise with Bag-of-Words (BoW) type algorithms and auto-regressive/sequential type algorithms for statistical language modeling
- Experience with embedding algorithms and pre-trained embedding models
- Experience with topic modeling, text mining, sentiment analysis, information extraction
- Experience with cloud computing platforms such as AWS
- Expertise helping business users understand the importance of the above
- Candidate must be authorized to work in the US without company sponsorship
Benefits
- Other rewards may include short-term or annual bonuses
- Long-term incentives
- On-the-spot recognition
Applicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard skills
Pythonsupervised learningunsupervised learningdeep learningBag-of-Words algorithmsauto-regressive algorithmsembedding algorithmspre-trained embedding modelstopic modelingsentiment analysis
Soft skills
communicationproject managementrisk managementcollaborationstakeholder engagement
