Position Details

Type Full-Time

Experience senior

Exp. Years 7+ years

Education Not specified

Category AI & Machine Learning

About this role

Lead the development and deployment of advanced machine learning models to extract insights from telemetry data, driving strategic decisions and product improvements.

Key Responsibilities

Design and deploy ML models
Analyze telemetry data
Mentor junior data scientists
Implement MLOps best practices
Collaborate with product teams

Technical Overview

Utilizes Python, SQL, and ML frameworks to build predictive algorithms, with a focus on scalable data science, MLOps, and deep learning techniques.

Ideal Candidate

The ideal candidate is a senior data scientist with over 7 years of experience in developing advanced machine learning solutions, proficient in Python and SQL, with a strong background in statistical analysis and deploying models into production environments.

Must-Have Skills

7+ years of experience in Data ScienceStatisticsor related fieldProficiency in PythonExperience with SQLDevelopment of ML models and algorithmsExperience with MLOpsDeep understanding of statistical analysisExperience with predictive modelingDeep learningData manipulation and analysis

Nice-to-Have Skills

Experience with dbtTime series forecasting (ARIMAProphet)Unsupervised learning techniquesExperience deploying models into productionKnowledge of cloud platforms

Tools & Platforms

Pythonpandasscikit-learnnumpySQLdbt

Required Skills

Pythonpandasscikit-learnnumpySQLML modelsstatistical analysisexperiment designMLOpsscalable data science frameworkspredictive algorithmsdeep learningtime series forecastingdbt

Hard Skills

Pythonpandasscikit-learnnumpySQLML modelsmachine learningstatistical analysisexperiment designMLOpsscalable data science frameworkspredictive algorithmsdeep learningtime series forecastingdbt

Soft Skills

communicationleadershipmentoringproblem-solvingcollaborationtechnical storytellinginnovation

Industry & Role

Industry SaaS

Job Function Developing and deploying machine learning solutions for observability data

Role Subtype Data Scientist

Tech Domains Python, SQL / PostgreSQL, Machine Learning, Data Analysis, MLOps

Keywords for Your Resume

Data Scientistmachine learningML modelsPythonSQLstatistical analysisexperiment designdeep learningtime series forecastingMLOpspredictive algorithmsscalable data science frameworksdata manipulationdata analysisdeep understanding of statisticsdata scientistpythonsqlml modelsml algorithmsml deployment

Deal Breakers

Less than 7 years of experience, Lack of proficiency in Python or SQL, No experience with ML deployment or MLOps, No background in statistical analysis

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