Experienced Full Stack Data Scientist – Web & Cloud Application Development
Are you ready to revolutionize the retail industry with your data science expertise? Do you have a passion for leveraging technology to drive business growth and customer satisfaction? Look no further than blithequark, where we're seeking an experienced Full Stack Data Scientist to join our Data Ventures team.
About blithequark
At blithequark, we're on a mission to empower our customers, associates, and suppliers with innovative technology solutions that drive business success. As a leading retailer, we're committed to using data and analytics to inform our decision-making and drive growth. Our Data Ventures team is at the forefront of this effort, developing cutting-edge data products and solutions that help us better serve our customers and stay ahead of the competition.
Job Responsibilities
As a Full Stack Data Scientist on our Data Ventures team, you'll play a critical role in driving business growth and customer satisfaction through data-driven insights and solutions. Your responsibilities will include:
* Data Source Identification: Identify and extract relevant data from various sources, including external data providers and internal systems. Define and identify the most appropriate data sources for required information, and perform preliminary data quality tests on extracted data.
* Problem Formulation: Analyze business problems and identify opportunities for data-driven solutions. Develop and recommend solutions to business stakeholders, and set data analytics and machine learning goals and deliverables based on business objectives.
* Analytical Modeling: Develop and deploy machine learning models to solve complex business problems. Select suitable modeling strategies for large-scale, multi-source data sets, and develop variables and features iteratively based on model responses.
* Model Deployment & Scaling: Work with MLOps to push ML models to production, and continuously log and track model performance against defined metrics. Identify model parameters that require adjustments based on scale of deployment.
* Code Development & Testing: Write code to develop specified solutions and application features, using the right programming language and leveraging business, technical, and data requirements. Create test cases to validate proposed solution designs, and contribute code documentation and maintain playbooks.
* Applied Business Acumen: Evaluate proposed business cases for initiatives and projects, and influence business stakeholder decision-making. Translate business requirements into strategies, projects, and initiatives, and align them to business method and goals.
* Model Assessment & Validation: Identify and review model assessment metrics based on analytical requirements, and apply appropriate strategies for model testing and tuning to evaluate accuracy, fit, validity, and robustness.
* Data Visualization and Storytelling: Identify and recommend the most appropriate visualization tools based on context, and generate suitable graphical representations of data and model outcomes. Understand customer requirements to design suitable data visualization for complex data sets, and build compelling stories based on context to combine multiple pieces of data into cohesive insights.
What You'll Bring
To succeed in this role, you'll need:
* A Bachelor's degree in Statistics, Economics, Analytics, Mathematics, Computer Science, Information Technology, or a related field, and 4 years of experience in an analytics-related field.
* Deep knowledge and experience with machine learning, statistics, and data science in general.
* Strong programming skills in at least one of Python or R.
* Ability to execute projects end-to-end, including mentoring junior colleagues.
* Implementation of best practices in ML Ops, coding standards, etc.
* Clear communication with business, product, and application partners.
* Ability to translate complex algorithm evaluations into simple language.
* Ability to present to management and external clients.
What We Offer
As a blithequark associate, you'll enjoy a comprehensive benefits package, including:
* Multiple health plan options, including vision and dental plans for you and your dependents.
* Financial benefits, including 401(k), stock purchase plans, life insurance, and more.
* Associate discounts in-store and online.
* Education assistance for associates and dependents.
* Parental leave.
* Pay during military service.
* Paid time off, including vacation, sick, parental leave.
* Short-term and long-term disability for when you cannot work due to injury, illness, or childbirth.
About blithequark
At blithequark, we're committed to creating a workplace that's inclusive, diverse, and supportive of our associates' growth and well-being. We believe that our associates are the key to our success, and we're dedicated to providing them with the resources, training, and opportunities they need to thrive.
How to Apply
If you're a motivated and experienced data scientist looking for a new challenge, we encourage you to apply for this exciting opportunity. Please submit your resume and a cover letter outlining your experience and qualifications for this role. We can't wait to hear from you!
Join Our Team
Are you ready to revolutionize the retail industry with your data science expertise? Do you have a passion for leveraging technology to drive business growth and customer satisfaction? Look no further than blithequark, where we're seeking an experienced Full Stack Data Scientist to join our Data Ventures team.About blithequark
At blithequark, we're on a mission to empower our customers, associates, and suppliers with innovative technology solutions that drive business success. As a leading retailer, we're committed to using data and analytics to inform our decision-making and drive growth. Our Data Ventures team is at the forefront of this effort, developing cutting-edge data products and solutions that help us better serve our customers and stay ahead of the competition.Job Responsibilities
As a Full Stack Data Scientist on our Data Ventures team, you'll play a critical role in driving business growth and customer satisfaction through data-driven insights and solutions. Your responsibilities will include:- Data Source Identification: Identify and extract relevant data from various sources, including external data providers and internal systems.
- Problem Formulation: Analyze business problems and identify opportunities for data-driven solutions.
- Analytical Modeling: Develop and deploy machine learning models to solve complex business problems.
- Model Deployment & Scaling: Work with MLOps to push ML models to production, and continuously log and track model performance against defined metrics.
- Code Development & Testing: Write code to develop specified solutions and application features, using the right programming language and leveraging business, technical, and data requirements.
- Applied Business Acumen: Evaluate proposed business cases for initiatives and projects, and influence business stakeholder decision-making.
- Model Assessment & Validation: Identify and review model assessment metrics based on analytical requirements, and apply appropriate strategies for model testing and tuning to evaluate accuracy, fit, validity, and robustness.
- Data Visualization and Storytelling: Identify and recommend the most appropriate visualization tools based on context, and generate suitable graphical representations of data and model outcomes.
What You'll Bring
To succeed in this role, you'll need:- A Bachelor's degree in Statistics, Economics, Analytics, Mathematics, Computer Science, Information Technology, or a related field, and 4 years of experience in an analytics-related field.
- Deep knowledge and experience with machine learning, statistics, and data science in general.
- Strong programming skills in at least one of Python or R.
- Ability to execute projects end-to-end, including mentoring junior colleagues.
- Implementation of best practices in ML Ops, coding standards, etc.
- Clear communication with business, product, and application partners.
- Ability to translate complex algorithm evaluations into simple language.
- Ability to present to management and external clients.
What We Offer
As a blithequark associate, you'll enjoy a comprehensive benefits package, including:- Multiple health plan options, including vision and dental plans for you and your dependents.
- Financial benefits, including 401(k), stock purchase plans, life insurance, and more.
- Associate discounts in-store and online.
- Education assistance for associates and dependents.
- Parental leave.
- Pay during military service.
- Paid time off, including vacation, sick, parental leave.
- Short-term and long-term disability for when you cannot work due to injury, illness, or childbirth.