AI Summary

AI Analyst conducts quantitative research and statistical modeling to extract insights from user behavior, evaluate AI model performance, and propose data-driven improvements to automation pipelines and product usage.

About this role

Level AI was founded in 2019 and is a Series C startup headquartered in Mountain View, California. Level AI revolutionises customer engagement by transforming contact centres into strategic assets. Our AI-native platform leverages advanced technologies such as Large Language Models to extract deep insights from customer interactions. By providing actionable intelligence, Level AI empowers organisations to enhance customer experience and drive growth. Consistently updated with the latest AI innovations, Level AI stands as the most adaptive and forward-thinking solution in the industry. As a critical member of the team, your work will be cutting-edge technologies and will play a high-impact role in shaping the future of AI-driven enterprise applications. You will directly work with people who've worked at Amazon, Facebook, Google, and other technology companies in the world. With Level AI, you will get to have fun, learn new things, and grow along with us.

What you’ll get to do at Level AI (and more as we grow together)

Drive product impact by proposing and conducting quantitative research into key user behaviors and trends

Conduct in-depth analysis and build statistical models to identify trends and key drivers that inform important decisions made by the user.

Data analysis to identify common trends

Based on analysis, propose enhancements for automation pipelines.

Review the output of AI models to improve performance by identifying common usage gaps

Optimise AI model performance through effective prompt engineering techniques.

Establish automated model performance improvement pipelines through prompt engineering.

Responsible for generating, testing, evaluating, and curating high-quality, diverse, and representative data (including synthetic) for AI model development, training, and performance.

Analyse model performance by diving into user feedback data and product usage reports.

Suggest ways to improve product usage by specifically targeting each group of users and also feature.

Create a business analysis report weekly.

Define and monitor key metrics; investigate changes in metrics.

Driven to continuously learn and adapt.

We'd love to explore more about you if you have

Bachelor's degree or above with a good academic background.

1-2 years of full-time work experience as an AI Analyst.

A highly resourceful individual who is looking to grow in the SaaS AI field.

Experience in Python (Pandas, Matplotlib, NumPy) is a must.

Experience in SQL is a must.

Experience with Prompt Engineering is a plus.

Familiarity with Classical ML Models (scikit-learn) and Deep Learning (Hugging Face, PyTorch) is a plus.

Experience with Data Engineering is a plus.

Employing test findings to do Statistical analysis and improve models.

Knowledge of common metrics for evaluation of ML models is a plus.

Skills

API / Data InterfacesAutomated Model Performance PipelinesData EngineeringData VisualizationExperimentation & A/B TestingFeature EngineeringHugging FaceMatplotlibModel Evaluation MetricsNumPyPandasPrompt EngineeringPythonPyTorchSciKit-LearnSQLStatistical AnalysisSynthetic Data Generation

AI Analyst

About this role

What you’ll get to do at Level AI (and more as we grow together)

We'd love to explore more about you if you have

Skills

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