Senior Machine Learning Engineer

Key Skills

Apache Hadoop, C Programming, C++, Data science techniques, Java Programming, Machine learning techniques, MapReduce, Python Programming, PyTorch, R Programming, Scala Programming, SQL, TensorFlow

Job Description

• Develops large scale data structures and ML/ML Ops pipelines to organize, collect and standardize data that helps generate insights and addresses reporting needs
• Writes ETL (Extract / Transform / Load) processes, designs database systems and develops tools for real-time and offline analytic processing
• Collaborates with data science team to transform data and integrate algorithms and models into automated processes
• Uses knowledge in Hadoop architecture, HDFS commands and experience designing & optimizing queries to build data pipelines
• Uses strong programming skills in Python, Java or any of the major languages to build robust data pipelines and dynamic systems
• Builds data marts and data models to support Data Science and other internal customers. Integrates data from a variety of sources, assuring that they adhere to data quality and accessibility standards
• Analyzes current information technology environments to identify and assess critical capabilities and recommend solutions
• Experiments with available tools and advice on new tools in order to determine optimal solution given the requirements dictated by the model/use case

Required Qualifications

• 3+ years of progressively complex related experience
• Knowledge in Java, Python, Hive, Cassandra, Pig, MySQL or NoSQL or similar
• Knowledge in Hadoop architecture, HDFS commands and experience designing & optimizing queries against data in the HDFS environment