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Analytics Engineer (Machine Learning)

Action Tech
New York, NY, United States
Permanent
Full-time

This is a full time, direct hire position that requires 3 days a week onsite in NYC or Greenwich, CT

About the Role

Our client is looking for an Analytics Engineer to help drive measurable growth across our business teams at iCapital using data.

This role will work with our Sales, Marketing, and Product teams to define, calculate, and grow their key operating metrics (e.

g. sales, conversions, retention). This individual will conduct exploratory data analysis, statistical analysis, and predictive modeling of the data.

At a technical level, this role will create SQL data models in dbt, perform EDA in pandas, build ML models and libraries in Python, and visualize success metrics in Tableau, all in about equal proportion.

This is a technical, individual contributor role that blends data engineering, data analytics and data science. Our technical stack includes Snowflake, dbt, Python and Tableau.

This position sits within the Analytics team of the broader Data & Analytics department and work closely with our Data Engineering, Business Intelligence, and Machine Learning teams.

Responsibilities

  • Write SQL (in dbt) to transform, validate, enrich, and aggregate our data.
  • Iterate on ML model development (model selection / evaluation, feature engineering, hyperparameter tuning).
  • Develop ML libraries to accelerate development workflow (versioning, tracking, visualization, and explainability).
  • Conduct and interpret statistical analyses (hypothesis tests, regression, PCA, etc.).
  • Visualize key performance metrics within Tableau.
  • Work with our Data Engineering, Business Intelligence and Machine Learning teams on data infra, dashboards and ML models.
  • Participate in our support rotation and SDLC release process.

Qualifications

  • Very proficient in SQL and data modeling
  • Very proficient in Python
  • Proficient in software development (e.g. OOP, APIs, ORMs, deployment, testing)
  • Proficient in statistics, ML models and ML development
  • Experience with, or interest in learning, a BI tool
  • 2 - 4 years of experience in a data-related role
  • Bachelor’s degree or higher in computer science, mathematics, statistics, or related technical field
  • While Action Tech appreciates all applicants, only those qualified will be contacted. Thank you for your application.
  • 7 days ago
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