Copado

Jr. Data Scientist

Job description

About Copado:

Copado is the #1 DevOps Platform for Salesforce and the Cloud. We harness the power of native CI/CD and Robotic Testing to drive digital transformation for 1,000+ of the most innovative brands on the planet — from Coca-Cola to eBay to Volkswagen. Our low-code platform unites non-technical admins and pro-code developers on the same system and empowers enterprises to scale end-to-end software delivery across multi-cloud environments.

The impact on your business? 20X faster releases, 94% fewer production bugs and 46% more Salesforce ROI. The impact on your team? No more late nights, weekend war rooms or stressful release days.

Position Summary:

We are seeking a highly motivated Junior Data Scientist to join our dynamic team. The ideal candidate will have a passion for data analysis, a strong background in Python programming, experience working with large datasets using PySpark, and proficiency in data modeling techniques. Additionally, familiarity with Salesforce data models for Marketing and Sales cloud will be highly advantageous.

What you'll be doing:

  • Data Analysis: Utilize Python and PySpark to analyze large datasets, extract meaningful insights, and identify patterns and trends.
  • Data Modeling: Apply various data modeling techniques to design, develop, and implement effective data models that address business requirements and support decision-making processes.
  • Salesforce Integration: Work with Salesforce data models for Marketing and Sales cloud, extract relevant data, and integrate it into the analytical pipeline for further analysis.
  • Algorithm Development: Develop and implement machine learning algorithms and statistical models to solve business problems and improve processes related to marketing and sales.
  • Data Quality: Define an implement data quality policies for data sets and models as a mechanism to prevent data-drift, feature-drift and prediction anomalies
  • Collaboration: Collaborate with cross-functional teams including data engineers, business analysts, and stakeholders to understand business objectives, gather requirements, and deliver actionable insights.
  • Documentation: Document analysis methodologies, findings, and recommendations in a clear and concise manner, and present findings to both technical and non-technical stakeholders.

Your ideal profile:

  • Bachelor’s degree or higher in Computer Science, Statistics, Mathematics, or a related field.
  • Minimum of 3 years of coding experience in Python, with a strong understanding of data structures, algorithms, and software development best practices.
  • At least 1 year of hands-on experience working with large datasets and using PySpark for data processing and analysis.
  • Proficiency in data modeling techniques such as dimensional modeling, entity-relationship modeling, and/or other relevant methodologies.
  • Familiarity with Salesforce data models for Marketing and Sales cloud, and experience working with Salesforce APIs for data extraction and integration. Experience with Salesforce Analytics Tools including Standard Reports and Dashboards
  • Strong analytical and problem-solving skills, with the ability to translate business requirements into technical solutions.
  • Excellent communication skills and the ability to effectively collaborate with team members and stakeholders from diverse backgrounds.
  • Experience with machine learning libraries such as scikit-learn, TensorFlow, or PyTorch is a plus.
  • Knowledge of SQL for data manipulation and querying is mandatory.
  • Experience with data orchestration technologies such as Dagster or Airflow
  • Salesforce CRM Analytics or Tableau experience will be highly preferred

Benefits:

  • Competitive salary and benefits package.
  • Opportunities for professional development and career growth.
  • Exposure to cutting-edge technologies and projects in a collaborative environment.
  • Work-life balance and a supportive company culture.

Copado is Equal Employment Opportunity and Affirmative Action Employers. Qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender perception or identity, national origin, age, marital status, protected veteran status, or disability status. Copado does not accept unsolicited headhunter and agency resumes. Copado will not pay any third-party agency or company that does not have a signed agreement with Copado.

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