RESPONSIBILITIES
- Build and deploy analytics modules on various big data technology platforms
- Select features, build and optimize classifiers using machine learning
- Use state-of-the-art methods for data mining
- Optimize data with third-party information
- Enhance data collection procedures and include relevant and quality information to build analytics systems
- Conduct ad-hoc analysis and share the results in a comprehensible manner
- Create automated anomaly detection system and keep tracking its performance
- Plan and develop analytic projects in response to business needs
- Contribute to the development of data models and protocols for mining production databases
- Learn innovative data mining architectures, modelling standards, reporting, and data analysis methodologies
- Respond to and resolve data mining performance issues.
- Monitor data mining system performance and implement efficiency improvements
SKILLS
- 3-4 years of experience in data analytics
- Strong knowledge of machine learning techniques and algorithms, such as k-NN, Naive Bayes, SVM, and Decision Forests
- Experience working with data science toolkits such as R, Weka, NumPy, and MatLab (Excellence in at least one of these is highly desirable)
- Experience working with data visualization tools, such as D3.js and GGplot
- Proficiency in using query languages such as SQL, Hive, and Apache Pig
- Experience with NoSQL databases such as MongoDB, Cassandra, and HBase
- Good knowledge of statistical modeling
- Good scripting and programming skills
- Research and develop statistical learning models for data analysis
- Hands-on experience in Python, R, Java, and C++
- Proficiency in using big data technologies such as Hadoop and Spark
- Experience working with text analytics methods and/or tools
- Good knowledge of document classification, speech analytics, topic modeling, sentiment analysis
- Proficiency in risk analytics, marketing analytics, telecom analytics, retail analytics, e-commerce analytics, and so on
Job Category: Analyst.
Job Type: Full Time Permanent
Job Location: Qatar