Job Details

Description

Job Summary:

mPulse is seeking highly motivated and skilled data scientists and AI/ML engineers to advance and contribute to the development, deployment, CI/CD and monitoring of our Python-based, AWS-native AI/ML Platform.

Duties/Responsibilities:

• Contribute to the development of our AI/ML platform including related data and model deployment pipelines.
• Participate in the development of a new API layer between post-process + post-inference data and the frontend application
• Participate in test-driven development by writing unit and integration tests.
• Develop experimental classification and optimization models.
• Participate in the development of data prep pipelines supporting model development.

Skills/Abilities/Experience:

• Academic training or working experience in data science, ML, software engineering, or AI techniques with a background in computer science or an equivalent field of study.
• Familiarity with developing in AWS using ECS and/or Docker.
• Experience with AWS Lambdas, ECS, SQS, S3, as well as Terraform are a plus.
• Proficient use of Python scikit learn. Working experience with XG-Boost and optimization models is a plus.
• Expert-level software development experience in Python or similar languages.
• Comfortable working with Git and working on a team using agile/scrum methodologies.

Minimum Qualifications:

• BA/BS/MS ideally in Mathematics, Computer Science, Operations Research, Statistics, or another quantitative field.
• Experience in MS SQL Server, PostgreSQL, Redshift, or other database management tools
• Familiarity with data visualization such as Tableau, Looker, or Metabase.
• Experience with Airflow and DAG creation is a plus.

Physical Requirements:

• Ability to stand and sit for extended periods.
• Ability to lift 10 lbs. weight.

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