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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