Manager, Data Science (ML Focus)

New
United StatesFull-TimeManager
Salary not disclosed
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Job Details

Experience
5+ years of related industry experience
Required Skills
DockerPythonSQLCloud ComputingMachine LearningSoftware ArchitectureAirflowSparkLinuxDatabricks

Requirements

  • Experience working in a consulting firm (professional services or managed services)
  • Previous experience managing a team of Data Scientists
  • Bachelor’s degree (and preferably an advanced degree) in Computer Science, Engineering, or a quantitative field
  • 5+ years experience with software engineering in Python
  • 3+ years experience with Databricks and/or Apache Spark
  • 3+ years experience with advanced analytics and modern machine learning techniques
  • 3+ years experience with APIs, containerization (Docker), and orchestration (Airflow)
  • 3+ years experience with relational databases and SQL (Postgres, Redshift, SQL Server)
  • 3+ years experience with Cloud platforms (Azure, AWS, GCP)
  • Proficient with version control, software architecture, and Linux

Responsibilities

  • Engage directly with current and prospective clients to understand business needs and translate them into technical requirements
  • Partner with internal and client stakeholders to shape solutions, develop proposals, and contribute to go-to-market initiatives
  • Design, develop and deploy efficient data pipeline for both structured and unstructured data
  • Productionize machine learning research in both on premises and cloud environments
  • Rapid prototyping solutions and integration of new data sources
  • Drive optimization, testing and tooling to improve quality of solutions
  • Develop and apply machine learning and advanced analytics algorithms
  • Collaborate with data architects and software developers to plan and construct the architecture of model deployment
  • Develop and support APIs to serve models and other data solutions
  • Manage a team of Data Scientists
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