Responsibilities
• Bring data science/machine learning expertise to a local Scrum team, providing qualified deliverables and services on schedule.
• Participate in progress reviews
• Work with scrum master(s), tech lead(s) to analyze and understand user stories in each sprint
• Complete coding & unit testing for the allocated stories
• Create design documents or make changes to existing ones
• Complete code reviews
Skills
Must have
- At least 4 years of experience working on data science/machine learning problems
- Knowledge of a variety of machine learning techniques (clustering, random forests, neural networks, etc.) and their real-world advantages/drawbacks.
- Experience working in Python
- Experience working in Data frameworks such as Spark, Hadoop, HDFS
- Experience working with ML frameworks (Pytorch, Tensorflow, etc.) and libraries (scikit-learn, pandas)
- Experience with OOP software engineering practices
- Knowledge of Apache Airflow
Nice to have
-Some experience with AWS
-Experience working in IoT or predictive maintenance domain
-Experience visualizing/presenting data for stakeholders using: D3, Qlik sense, ggplot
