impact.com is seeking a talented Data Scientist to join their team. In this role, the Data Scientist will collaborate with a Senior Data Scientist within a cross-functional squad. The Data Scientist will focus on developing and fine-tuning AI models to support influencer marketing activities, providing actionable insights and recommendations through data analysis and modeling. This role enhances brand/partner discovery capabilities, contracting, content creation, and performance analysis. The Data Scientist will enable brands and partners to achieve their goals faster and better, proving that a data-driven approach, and the synergy of AI and human intelligence can drive exceptional results in the digital connected economy.
What this role involves:
- 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.
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
- Previous experience in a startup or fast-paced environment is desirable.
impact.com offers:
- Unlimited PTO policy
- Training & Development
- Medical Aid and Provident Fund
- Stock Options
- Flexible work hours
- Casual work environment
- Technology stipend