FactSet jobs - Data Mining Lead

About The Role:  

Factset is looking for leader who leads Data Mining Team to increase company ability to automate with wide variety of sources of data. He/She has to collaborate with Data Lake team and contribute in building the pipeline by enhancing or enriching the data using machine learning techniques.

Manage a science agenda that balances short term deliverable's with measurable business impact with long term projects. Proficient with Statistical analysis, standard machine learning techniques and ML model deployment engineering best practices.

• Work with data scientists, engineers, and cross functional teams to produce end-to-end production-ready solutions
• Drive a culture of quality, performance, scalability, and reliability
  

Total Experience: 7 to 9 years

Must have

• Computer skills
  
  • Practice of programming in Python
  • Comfortable working in Linux and windows environment
  • Practice of source control, code review, testing frameworks
  • Practice of Big Data frameworks, like Hadoop, Spark
  • Knowledge of both Sql and noSql databases (Columns, Documents, Key-Value)
• Cloud
  
  • Basic knowledge of cloud environment, constraints and opportunities
• Statistics
  
  • Basic statistics knowledge, probability, correlation, regression, linear algebra, stochastic process
  • Practice of data analysis, data cleanup, data investigation, how to detect and handle unbalance, bias and noise
  • Proficient in data structures and algorithms, in particular: lists, queues, trees, graphs, and sorting, searching, traversing, dynamic programming, and map-reduce pattern
  • Knowledge and practice of ML and NN algorithms and frameworks
  • Knowledge and practice of Natural Language Processing
• Others
  
  • Practice of data mining and data science projects, from understanding the problem to presenting results and deploying in production
  • Communication skills, project presentation, capacity to popularize technics and results
  • Knowledge of Data Mining / Data Science projects and publications

• Nice to have
  
  • Computer skills
    
    • Practice of programming in other languages like R, java, Julia, Matlab
    • Practice working on Jupyter notebook/lab or VS Code
    • Practice working on Git/Github
  • Cloud
    
    • Practice on AWS cloud / SageMaker