Location: Chennai
Experience: 0-2 Years
Skill: Knowledge forĀ Data Scientist
Roles & Responsibilities
- Data exploration, analysis and feature extraction
- Using machine learning to extract information from our diverse set of features
- Software engineering and designing data pipelines
- Creating visualizations appropriate for various audience levels
- Working together with cyber analysts, data engineers, modelers, and product managers
Required Skills
- Degree in a quantitative field (e.g. CS, Statistics, Sciences, Engineering, Economics) with 2-4 years of experience as Data Scientist
- Understanding of various ML techniques (e.g. clustering, anomaly detection, NLP), and the trade-offs between them
- Experience in data analysis, including (a) querying, segmenting and visualizing data to evaluate hypotheses, and (b) communicating impact to both technical and non-technical audiences
- Experience working different types of datasets (e.g. unstructured, semi-structured, with missing information)
- Strong coding ability in Python or R, and SQL
- Ability to think critically and creatively in a dynamic environment, while picking up new tools and domain knowledge along the way
- A positive attitude, and a growth mindset
Preferred Skills
- Understanding of computer network and cybersecurity
- Experience with Cloud infrastructure (e.g. AWS), and open source data processing frameworks (e.g. Hadoop, Spark, Mongo and Cassandra)
- Graduate level statistics courses such as Generalized Linear Models, Time-Series Analysis, Statistical Learning, Bayesian Statistics