WRT042 - SENIOR DATA SCIENTIST
WRT042 - SENIOR DATA SCIENTIST
IT
Senior
Remote
Full-time
Responsibilities
Perform in-depth analysis on our WiFi telemetry and user behavior data, derive actionable insights as well as critical KPIs, build visualizations/dashboards to present the results to stakeholders
Design and develop machine learning pipelines from various data sources by processing structured and unstructured data to support our machine learning and analytic needs
Formalize assumptions about how our systems are expected to work, create statistical definitions of the outliers, and develop methods to systematically identify these outliers.
Collaborate with cross-functional teams to translate complex real-life business problems into concrete problem statements, formulate technical specifications, and develop solutions using data science and machine learning techniques.
Requirements
BS/MS/Ph.D. in Computer Science, Electrical Engineering or related technical field
3+ years of industry experience in developing ML systems
Strong programming skills in Python and familiarity with SQL
Proficiency in manipulating big data with Apache Spark (PySpark)
Expertise in data analysis and processing - in particular, data “wrangling” skills, such as data cleaning, augmentation, validation, the creation of ETL pipelines
Hands-on experience working with machine learning frameworks and a fundamental understanding of machine learning concepts/techniques
Can work asynchronously with teams from different time zones - proactive, keep clear notes/reports, write great documentation, can work independently, etc
Experience and demonstrated capability to handle challenges with vague or abstract problem definition
Bonus If You Have
Experience deploying machine learning pipeline to production systems
Experience working on health/fitness related datasets and IoT/edge devices
Benefits
Salary range: up to 125mil gross
Infomation
Offered Salary
3,500 $ - 5,400 $
Skills