Data Scientist
Insight Global
Job Description
We are seeking an experienced Data Scientist to join our team in developing and implementing advanced analytics solutions. This role will focus on creating forecasting and classification models to drive business decisions, particularly in sales optimization and customer retention. As a Data Scientist on our team, you will be responsible for developing and maintaining a diverse portfolio of machine learning models, including classification, forecasting, and regression systems for critical business applications. A key focus will be creating and implementing sophisticated lead scoring models to evaluate our pool of 10,000+ potential signups, helping identify the most promising prospects for conversion. You'll also build predictive models for attrition analysis and van value estimation. The role involves extensive data exploration and analysis to support various business initiatives, working in close collaboration with our BI and Sales teams to understand and meet their requirements. You'll design and execute A/B testing frameworks for experimentation, while also focusing on automating and productionizing machine learning pipelines to ensure scalable solutions. Your expertise will be instrumental in driving data-driven decision-making processes across the organization. This role is a fully remote opportunity starting off as a contract with potentials of extending into a fulltime role.
We are a company committed to creating diverse and inclusive environments where people can bring their full, authentic selves to work every day. We are an equal opportunity/affirmative action employer that believes everyone matters. Qualified candidates will receive consideration for employment regardless of their race, color, ethnicity, religion, sex (including pregnancy), sexual orientation, gender identity and expression, marital status, national origin, ancestry, genetic factors, age, disability, protected veteran status, military or uniformed service member status, or any other status or characteristic protected by applicable laws, regulations, and ordinances. If you need assistance and/or a reasonable accommodation due to a disability during the application or recruiting process, please send a request to HR@insightglobal.com .
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Skills and Requirements
· 3-4 years of experience in applied Data Science
· Strong Python experience: scikit-learn for machine learning implementations, Pandas for data manipulation, Data visualization libraries
· Advanced SQL experience
· Experience with forecasting, lead scoring, attrition models, etc.
· Workflow orchestration tools (Airflow, Prefect, Rundeck, or Kubeflow)
· AWS Athena and data lake architectures
· Version control (GitHub)
· Unit testing for production ML systems
· Proven track record in developing and deploying machine learning models
· Strong background in A/B testing and experimentation
· Experience in productionizing machine learning models
· Understanding of complex system architectures
Bachelor's or Master's degree in relevant field Databricks experience null
We are a company committed to creating diverse and inclusive environments where people can bring their full, authentic selves to work every day. We are an equal employment opportunity/affirmative action employer that believes everyone matters. Qualified candidates will receive consideration for employment without regard to race, color, ethnicity, religion,sex (including pregnancy), sexual orientation, gender identity and expression, marital status, national origin, ancestry, genetic factors, age, disability, protected veteran status, military oruniformed service member status, or any other status or characteristic protected by applicable laws, regulations, andordinances. If you need assistance and/or a reasonable accommodation due to a disability during the application or the recruiting process, please send a request to HR@insightglobal.com.
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