Data Scientist

Summary

The job is for a Data Scientist at impact.com, a leading partnership management platform. The role involves developing AI models to support influencer marketing activities and providing actionable insights. The candidate should have relevant education and experience.

Requirements

• Educational Background: Bachelor's or Master's degree in Computer Science, Data Science, Statistics, or a related field
• Technical Expertise: Working knowledge of Python, experience with machine learning frameworks/libraries such as TensorFlow, PyTorch, Apache MLlib, or Scikit-learn, well-developed knowledge of machine learning generally, and deep learning specifically, experience with the use of natural language processing (NLP) techniques for textual analysis, experience with data visualization tools (e.g., Tableau, Power BI, Looker), familiarity with SQL, knowledge with Big Data processing tech (e.g., BigQuery, Databricks, Spark, Snowflake, Redshift, Hadoop) will be an added advantage
• Analytical Skills: Problem-solving abilities and exposure to modeling and analyzing large datasets to extract meaningful insights and inform decisions
• Communication: Excellent written and verbal communication skills, with the ability to present complex technical concepts to non-technical audiences
• Team Player: Ability to work collaboratively in a cross-functional team environment
• Adaptability: Willingness to learn new skills and technologies, and to adapt to the evolving needs of the business
• Experience: At least 2 - 4 years in data-related individual contributor roles

Responsibilities

• AI Model Development: Design, develop, and fine-tune machine learning models and large language models (LLMs) specifically for targeted applications in digital marketing
• Data Analysis: Analyze large datasets to extract actionable insights and trends relevant to the partnership landscape
• Discovery: Develop algorithms for discovering and recommending suitable creators, influencers, and affiliates based on brand requirements, product offerings and market trends
• Process Optimization: Create models to streamline the contracting and negotiation process between brands and influencers
• Content Creation: Assist in generating content ideas and strategies using AI-driven insights to enhance engagement and reach
• Performance Analysis: Build predictive models to evaluate the success of marketing campaigns and provide recommendations for improvement
• Collaboration: Work closely with product managers, marketers, and engineering teams to integrate AI solutions into the platform
• Research and Innovation: Stay up-to-date with the latest advancements in AI and machine learning, and continuously explore new techniques and technologies to enhance our product offerings

Preferred Qualifications

Previous experience in a startup or fast-paced environment is desirable

Benefits

• Unlimited PTO policy
• Training & Development
• Medical Aid and Provident Fund. Group schemes with Discovery & Bonitas for medical aid, Group scheme with Momentum for provident fund
• Stock Options. 3-year vesting schedule pending Board approval
• Primary caregiver leave
• Internet Allowance
• Flexible work hours
• Casual work environment
• Technology stipend