Data Scientist III
At LexisNexis, we develop the legal profession?s most innovative products for data analysis, visualization, and research - uncovering insights about judges? rulings, revealing critical cases, enabling lawyers to make data-driven decisions, and more. LexisNexis seeks a Senior Data Scientist to join our rapidly growing team. As a senior member of the Data Science team, you will design systems to tackle tough problems in the legal domain and expand our award-winning products.
ACCOUNTABILITIES
- Evaluate, fix, and help in the maintenance our data assets and training/evaluation data sets
- Develop and implement scalable machine learning-based solutions
- Pariticpate in model reviews with key stakeholders, including stakeholders with limited statistical backgrounds from among that set
- Work with product leaders to apply data science solutions
- Maintain current knowledge-base of best-in-class algorithms, API's, and open-source methods and be able to quickly evaluate alternatives
- Translate complex business requirements into actionable stories with reasonable time estimates
- Participate in knowledge sharing sessions (e.g. Guilds and Chapters)
DATA SCIENCE AND NLP SKILLS
- Formal training in dimensionality reduction, clustering, and sequence classification algorithms
- 3+ years experience using Machine Learning package ScikitLearn
- 3+ years experience using NLP methods such as OpenNLP, StanfordNLP, Mallet, LDA, word2vec
PROGRAMMING SKILLS
- 3+ years recent coding experience using Python AND/OR (Java OR Scala)
- SQL programming experience
CLOUD AND DATABASE SKILLS
- 1-3 years experience developing in AWS
- 1-3 years experience working in high-performance / large-scale (big data) computing systems (e.g Hadoop, Spark)
TEAM AND SOCIAL SKILLS
- Strong collaboration and team skills (DIR/MGR)
by via developer jobs - Stack Overflow
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