#13721 - Data Engineer - AI Model Testing
Miami, Florida, United States
Full Time Senior-level / Expert USD 120K - 140K
Qualitest
Are you interested in working with the World’s leading AI-powered Quality Engineering Company? Ready to advance your career, team up with global thought leaders across industries and make a difference every day? Join us at Qualitest!
We are looking for a Data Engineer - AI Model Testing to join our growing team in Miami, FL, United States.
Requirements
Data Preparation: Collect, clean, and preprocess large datasets to be used in training and testing AI models, ensuring data quality and relevance.
Model Testing Framework Development: Develop and maintain robust testing frameworks to evaluate the performance and accuracy of AI models.
Performance Testing: Conduct tests to assess the models' performance metrics such as accuracy, precision, recall, and F1 score, ensuring they meet the predefined thresholds.
Data Pipeline Testing: Ensure the integrity and efficiency of data pipelines that feed into AI models, checking for issues such as data leakage, pipeline latency, and data transformation errors.
Model Validation: Validate AI models against new or unseen data to ensure generalization and prevent overfitting.
Monitoring Model Drift: Regularly monitor deployed models to detect and correct model drift, ensuring the model's predictions remain valid over time.
Collaboration with Data Scientists: Work closely with data scientists to understand model behavior and refine testing strategies based on model type and application.
Documentation: Maintain detailed documentation of testing protocols, results, and improvements made to models based on testing feedback.
Tool and Technology Evaluation: Research and implement the latest tools and technologies for testing AI models, enhancing the efficiency and effectiveness of testing processes.
Ethics and Compliance: Ensure all tests adhere to ethical guidelines and regulatory standards, particularly concerning bias and fairness in model outputs.
Benefits
Why QualiTest?
- Be a part of a company who strives to support for diversity and inclusion in the workplace – we are one, we are many at Qualitest. Celebrate culture, share knowledge with engineers from around the globe, and inspire each other through our differences. We have more than 40% women and around 120 different nationalities.
- Local and global opportunities – we offer you internal rotation and international mobility opportunities to grow your career.
- Clear view of your career and progression with the company – Qualitest is growing massively (since 2021 – tripled our employees base – we now have more than 8,000 engineers) and giving you the opportunity to grow with us.
- Work hard and play harder with our flexible and casual culture. Take a break from work and join an employee event, or enjoy the amenities and games provided from one of our Employees Centers.Save your earnings and prepare for your future by enrolling in our 401k plan where Qualitest will match your contributions accelerating your savings plan.
- Take care of health with enrollment into one of our competitive healthcare benefits. Qualitest will match towards your HSA if you choose to participate.
- Never stop experimenting and learning with QCraft – our Learning & Development platform: 50,000+ courses, 300+ virtual labs, mentorship and leadership programs, professional tribes, sponsored certifications, and much more.
- Stay active and get rewarded with our Corporate Wellness Program. We pay your Gym membership and giving you opportunities to Earn additional vacation times for attendance the gym!
- Earn bonuses via our Client Referral and Employee Referral Program’s. Refer and earn – tap your network for net-worth.
- We recognize our employees work via our Qudos platform - You can earn bonuses and spot awards by celebrating your and your peers’ achievements.
- Planning a vacation? Looking for car insurance? Get access to Qualitest Employee Perks for discounts on anything from travel to electronics. With so many offerings the savings are endless!
- A Competitive pay, the salary range for the role is $120,000 - $140,000.
Intrigued to find more about us?
- Visit our website at www.qualitestgroup.com
If you like what you have read, send us your resume and let’s start talking!
Tags: Data pipelines Data quality Engineering Pipelines Research Testing
Perks/benefits: 401(k) matching Career development Competitive pay Fitness / gym Flex hours Flex vacation Health care Wellness
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