Machine Learning A/B Test SDE

Overview

Hybrid
$81 - $81
Contract - W2
Contract - 5 Month(s)

Skills

A / B testing
Computer science
Data analysis
Data structures
Debugging
Jupyter
Machine Learning
Python
communication skills
debug
root - cause analysis
software engineering
system management
technical issues

Job Details

Job Description:

Responsibilities:

  • Running and monitoring A/B tests for ML models.
  • Doing analysis of the tests and reporting results for A/B tests.
  • Data analysis to determine thresholds, supply forecast, supply/demand mismatch.
  • Communicate to the team progress, analysis details and test results.
  • A/B testing for ML models along with data analysis, thresholding, supply forecast analysis, supply demand mismatch and reporting.

Requirements:

  • Comprehensive understanding of the a/b testing methodology of a system and/or a ML model.
  • Experience in writing SQL, Python code.
  • Familiarity with Colab tool or equivalent ones like Jupyter Notebook.
  • Capability of working with a group of other engineers, teams (PM, PgM, E&O) to make steady progress in multiple ideation environments.
  • Great documentation and communication skills.

Experience:

  • 4+ years experience in equivalent fields.
  • Code comprehension Ability to extract relevant information from reading code in one or more core languages and frameworks, including the ability to leverage the code as a resource to create work output for users or stakeholders.
  • Data structures and algorithms Ability to select or design an algorithm and appropriate data structures to solve a problem or improve a product, framework, or the scale/speed/efficiency/reliability of a system.
  • Debugging and bug-fixing Ability to debug, triage, and fix program code or technical issues (e.g., hardware, software, application, operational, process) by locating, mitigating the impact, and fixing errors.
  • This includes the ability to conduct root-cause analysis, isolate the source of the problem, and resolve the bugs.
  • Programming for SWE Knowledge of programming languages.
  • This includes programming practices, major features and capabilities, and system management tools.

Skills:

  • A/B tests for ML models
  • SQL
  • Python

Education:

  • Bachelor degree in Computer science, software engineering.

 

About US Tech Solutions:
US Tech Solutions is a global staff augmentation firm providing a wide range of talent on-demand and total workforce solutions. To know more about US Tech Solutions, please visit .

US Tech Solutions is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or status as a protected veteran.