Machine Learning A/B Test SDE

4 weeks ago

Mountain View, United States US Tech Solutions Full time

Duration: 5 Months



Job Description:

  • This temporary position is for client’s Trust & Safety.
  • Hybrid (3 days onsite in a week)


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


Recruiter Details:

Name: Ashik

Email: ashik.a@ustechsolutionsinc.com

Internal Id: 24-08430

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