Data Scientist - Machine Learning Models

10 years

0 Lacs

Posted:1 month ago| Platform: Linkedin logo

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Work Mode

On-site

Job Type

Full Time

Job Description

Key Responsibilities

  • Lead the application of advanced analytics and machine learning across Marketing to drive strategic, data-informed decisions.
  • Design, build, and deploy predictive models and trigger-based audiences for use in Marketing communications across multiple media channels.
  • Enhance and manage feature engineering processes and feature store development for Marketing use cases.
  • Integrate digital analytics (e.g., Adobe Analytics) into data science models and use cases.
  • Deliver outcomes aligned with the AI/ML roadmap and architecture capabilities.
  • Continuously identify, promote, and embed new advanced analytics techniques within the team and across the Marketing function.
  • Present complex analytical findings in a clear and actionable manner using visualisation tools and insight presentations tailored to senior stakeholders.
  • Develop innovative analytic approaches to uncover unmet customer needs and improve financial wellbeing.
  • Champion standardisation and reusability of code, features, and solutions to improve time to insight.

Key Performance Indicators (KPIs)

  • Timely and high-quality delivery of data science solutions aligned to business goals.
  • Recognition as a key contributor to innovation and the development of Marketing analytics capabilities.
  • Measurable improvements in insight delivery timelines through standardized and reusable frameworks.
  • Strong stakeholder relationships; known as a trusted advisor within the business.

Essential Capabilities

  • Passion for analytics and data science, with awareness of the latest industry trends.
  • Proven ability to solve business problems using data and analytical techniques.
  • Strong strategic and customer-centric mindset.
  • Ability to communicate complex concepts clearly to non-technical stakeholders.
  • Strong problem-solving, documentation, and analytical thinking skills.
  • Self-management and accountability for personal tasks and project deliverables.
  • Collaboration and influencing skills across cross-functional teams.

Essential Experience

  • 10+ years of experience in data science, analytics, or related fields.
  • Expertise in building, deploying, and operationalising machine learning models.
  • Proficiency in SQL, Python, PySpark, and Spark ML.
  • Hands-on experience with cloud platforms such as AWS (preferred), Azure, or GCP.
  • Skilled in using GitHub for version control and collaboration.
  • Strong experience in working with both structured and unstructured datasets.
  • Familiarity with Auto ML platforms such as Data Robot or H2O AI.
  • Deep understanding of customer and digital data, and their use in marketing and communications.
  • Experience with agile delivery methodologies and collaboration tools.

Desirable Experience

  • Leadership in the use of AI/ML and analytics to guide Marketing strategy.
  • Input into development of AI roadmaps and alignment with architecture/platform capabilities.
  • Ownership of continuous improvement in analytics tools, techniques, and adoption.
  • Skilled in visualising data using tools such as Tableau, Power BI, or similar.
  • Experience in developing innovative solutions that address both met and unmet customer needs.

Qualification Requirements

  • Bachelor's or postgraduate degree in Statistics, Mathematics, Computer Science, Economics, Engineering, or related disciplines.
  • Key Stakeholder Groups
  • Principal Data Scientist
  • Product Owners across the Marketing domain
(ref:hirist.tech)

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