Data Scientist

• Analyze existing machine learning models and algorithms to understand design decisions, assumptions, and business logic.
• Adapt and customize established capabilities for new business units and geographic markets.
• Evaluate model performance in new environments and recommend optimization strategies.
• Collaborate with engineering teams to integrate solutions into production environments.
• Provide subject matter expertise on model behavior, feature engineering, and performance tuning.
• Assist in transforming single-tenant ML capabilities into scalable multi-tenant solutions.
• Collaborate with product, engineering, and platform teams to identify required architectural enhancements.
• Evaluate model portability and business-rule dependencies across markets.
• Work with international stakeholders to ensure solutions meet regional requirements.
• Support long-term roadmap planning and capability expansion initiatives.

Experience: 5+ years of experience in Data Science, Machine Learning, Applied Research, or Analytics. Experience developing and deploying machine learning models at scale. Experience with one or more of the following: Search systems, Recommendation systems, Ranking algorithms, Personalization engines, Advertising technology, Marketing technology, or Campaign optimization. Experience analyzing large-scale datasets and translating insights into business outcomes.

Technical Skills: Strong proficiency in Python., * Experience in AdTech, Retail Media, Digital Marketing, or E-commerce.

• Familiarity with embeddings, vector search, semantic retrieval, and modern ranking methodologies.
• Experience working with Databricks and Google Cloud Platform.
• Experience supporting global or multi-market product deployments.
• Exposure to experimentation frameworks, incrementality measurement, and causal inference techniques.

Everforth Apex is a world-class IT services company that serves thousands of clients across the globe. When you join Everforth Apex, you become part of a team that values innovation, collaboration, and continuous learning. We offer quality career resources, training, certifications, development opportunities, and a comprehensive benefits package. Our commitment to excellence is reflected in many awards, including ClearlyRateds Best of Staffing in Talent Satisfaction in the United States and Great Place to Work in the United Kingdom and Mexico.

Everforth Apex uses a virtual recruiter as part of the application process. Click for more details. By applying for this job, you agree to receive calls, AI-generated calls, text messages, or emails from Everforth Apex and its affiliates, and contracted partners. Frequency varies for text messages. Message and data rates may apply. Carriers are not liable for delayed or undelivered messages. You can reply STOP to cancel and HELP for help. You can access our privacy policy at