Research Scientist IV

Crystal Equation

$139K — $149K *
Information Technology
5 - 7 years of experience
Job Overview by Ladders

Qualifications

  • 5+ years of experience in machine learning operations and data analysis.
  • Proficient in Python and data processing libraries (e.g., pandas).
  • Strong ability to address and fix data quality issues.
  • Experience in statistics and data analysis to summarize results and identify gaps.
  • Familiarity with Linux and machine learning workflows.

Responsibilities

  • Contribute to improvements in ML hand pose and gesture quality.
  • Collect and manually annotate data for training models.
  • Define data collection requirements and create participant instructions.
  • Conduct data quality reviews and assurance.
  • Run ML training and evaluation jobs, analyzing model performance.
  • Experiment with model enhancements and provide visualizations.
  • Perform hands-on testing of gesture models and generate reports.

Benefits

  • Paid time off.
  • Medical, dental, and vision insurance.
  • Life insurance coverage.
  • 401K plan options.
  • Parental leave policy.
Full Job Description
Job Description

Research Scientist IV
Onsite

Summary:

Contributing to ML hand pose and gesture quality improvements; Data collection and manual annotation; Defining data collection requirements and producing moderator / participants instructions; Data quality review, quality assurance, manual annotations, feedback to participants and moderators; Run machine learning training and evaluation jobs; Experimenting model improvements and failure analysis, visualization; Hands on experiential testing model (gesture) quality and providing feedback/assessment/reports; At-home or in-office data collection and annotation.

Qualifications:
  • 5+ years experience in machine learning operations, data analysis and visualization in python, data processing libraries in python (e.g., pandas), python programming skill and comfortable working with complex systems.

Top 3 must-have HARD skills:
  • Ability to fix data quality issues, manually or semi-automatically.
  • Statistics / Data Analysis, aggregate, summarize the result and highlight the gaps
  • Python coding: pandas, visualization libraries

Good to have skills:
  • Machine Learning / Deep Learning knowledge.
  • Ability to translate data requirements into descriptions that others can follow. Word, Picture, Videos
  • Ability to operate existing machine learning flows (data preparation, training, evaluation, failure analyses).
  • Strong technical written and verbal communication skills.
  • Familiarity with Linux operating systems and commands.
  • Self-learning capabilities


Pay range is $67 - $72 per hour with full benefits available, including paid time off, medical/dental/vision/life insurance, 401K, parental leave, and more. Our compensation reflects the cost of labor across several US geographic markets. Pay is based on several factors including market location and may vary depending on job-related knowledge, skills, and experience.

THE PROMISES WE MAKE:

At Crystal Equation, we empower people and advance technology initiatives by building trust. Your recruiter will prep you for the interview, obtain feedback, guide you through any necessary paperwork and provide everything you need for a successful start. We will serve to empower you along the way and provide the path for your professional journey.

For more information regarding our Privacy Policy, please visit crystalequation.com/privacy.

Meet Your Recruiter

Mischa Mohamed

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