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Senior Data Scientist (AI/ML)
Описание вакансии
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TL;DR
Senior Data Scientist (AI/ML): Applying machine learning and AI algorithms to derive data insights and deliver intelligent services with an accent on understanding customer needs, exploring and improving data, and constantly improving models. Focus on training and tuning ML models, applying NLP, building optimal algorithms with LLMs and retrieval augmented generation, and monitoring/optimizing production models.
Location: Remote, available only in Utah, United States
Company
is a proven market leader building a people intelligence platform that transforms HR.
What you will do
- 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.
- Monitor and optimize production models.
Requirements
- 5+ years of professional experience as a data scientist, typically coding in Python.
- Demonstrated ability to select and implement ML algorithms and shape data into useful input features.
- Proficiency with NLP, text processing, LLMs / generative models, and conversational UX.
- Expertise designing and building deep learning architectures and models.
- Skill working with data sources of various types using tools such as SQL, pandas, Spark.
- Ability to work well independently and with colleagues, using cloud-based tooling, git, and ML workflows.
Nice to have
- Deeply understand each problem, available data, and potential methods.
- Monitor, learn, and apply emerging techniques.
- Write high quality deployable code.
- Wisely select approaches and evaluation methods.
Culture & Benefits
- Recognized great company culture by multiple organizations.
- Comprehensive health, life, and disability insurance.
- Generous leave policies including 4 weeks of vacation, 12 company holidays, parental leave, and volunteer time off.
- 401k plans with up to 6% company match.
- $2000 Paid-Paid Vacation bonus.
- EAP through Headspace.
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