Skills

Programming Skills

• Python

• R

• SQL

• C++

• Scala

• Spark

Database Skills

• BigQuery

• Oracle

• SQL Server

• DB2

• Redshift

• Mongo DB

• Teradata

• Netezza

• SQLite

• Neo4j

Machine Learning Operations (MLOps)

• Algorithm optimization for production

• Automation of model calibration

• ML lifecycle management

• Underlying distributional anomaly detection 

• Hyperparameter tuning

• Model governance

Australian Government

• Baseline security clearance

• Australian Citizen

Data Science Skills

• R (Dplyr, Ggplot2, Shiny, Lubridate, Knitr, Tidyr, TensorFlow, Rmarkdown)

• Python (NumPy, Theano, Keras, PyTorch, SciPy, PANDAS, PyBrain, SciKit-Learn)

• Advanced Predictive Analytics

• Model Development

• Sorting & Matching Algorithms

• Model Validation & Stress Testing

• Quantitative Finance Analytics

• Credit & Market Risk Analytics

• Fraud Detection Analytics

• Pure Mathematics, Riemannian Manifolds, Algebraic Topology, Stochastic Optimization

• Computer Science, Machine Learning, AI, Deep learning

Data Engineering

• Data integration tools (Talend, DataStage, Informatica)

• Hadoop HDFS, MapReduce, Sqoop, Hive, HBase, Flume, Impala, Solr, Talend, Spark, Presto

• Analytical appliances (Teradata, Vertica, Netezza)

• Big data storage formats (Parquet, ORC, Avro)

• 3NF models, star schemas, SCDs, Data Vault

• Batch processing/real time systems (Flume, Kafka, Storm)

• Cloud-based PaaS solutions (Snowflake, AWS Redshift)

• MS Azure (VM Bastion, Blobs, Containers, NoSQL, CosmosDB, HDInsight, CLI, PowerShell)

• AWS (EC2, S3, RDS, EMR, Athena)

• Red Hat Linux, UNIX Shell & DOS Scripting

• C, C++, C#, Java

• SQL: Oracle, DB2, Netezza, SQL Server, Teradata

• Excel, VBA, VBScript, SAS

• Data Warehousing & Business Intelligence

• Data Integration: ETL, EAI & EII