Thegradcafe
PhD Data Scientist, Visual Analytics
Thegradcafe, Dallas, Texas, United States, 75215
Job Description
Check you match the skill requirements for this role, as well as associated experience, then apply with your CV below.
How You'll Make an ImpactAs a Decision Scientist on our Visual Analytics team, you will have a profound impact by transforming complex data into actionable insights that drive strategic decision-making for our clients. Your innovative visualizations will empower stakeholders to easily understand intricate patterns within massive datasets, ultimately enhancing marketing effectiveness and personalizing consumer journeys. By leveraging cutting-edge AI and machine learning techniques, you will not only uncover hidden opportunities but also contribute to the overall success of Epsilon's platform, helping some of the world's leading brands achieve measurable business outcomes. Your work will be instrumental in shaping the future of data-driven marketing and setting new industry standards.
What You'll AchieveAs a Decision Scientist on our Visual Analytics team, you will achieve significant milestones that contribute to both your professional growth and Epsilon's mission. You will develop advanced visual analytics systems that provide clear insights from complex datasets, leading to more informed decision-making for our clients. Your innovative solutions will enhance the personalization capabilities of Epsilon's platform, driving measurable business outcomes for top brands. Additionally, you will cultivate expertise in state-of-the-art technologies and methodologies, positioning yourself as a thought leader in the industry. By collaborating with a multi-disciplinary team, you will foster a culture of innovation and teamwork, making a lasting impact on Epsilon's success and the broader marketing landscape.
Who You Are
Strong Analytical Skills : Expertise in machine learning and data analysis to extract meaningful insights from complex datasets.Technical Proficiency : Extensive experience with programming languages such as Python and Scala, and familiarity with big data platforms like Spark and Hadoop.Innovative Mindset : A creative approach to developing interactive visualizations that effectively communicate complex concepts.Collaboration Spirit : Ability to work seamlessly within a multi-disciplinary team, fostering collaboration and shared goals.Real-World Application : A passion for translating theoretical research into practical, actionable solutions that drive business outcomes.Proven Experience : Demonstrated success in clustering, dimensionality reduction, and leveraging AI techniques in production environments.Adaptability : Willingness to learn new technologies and methodologies to stay ahead in a fast-evolving field.Results-Driven Focus : Commitment to delivering impactful solutions that meet the needs of stakeholders and enhance Epsilon's platform capabilities.
Qualifications:
Ph.D. (or a Master's degree with at least four years of relevant experience) in Computer Science, Software Engineering, AI/ML, Statistics, Engineering, Mathematics, or a related field.Extensive experience in machine learning and clustering at scale.Proficient in various clustering algorithms: supervised, unsupervised, and guided interactive.Strong expertise in Spark; proficiency in Scala or Python within large-data environments is also highly regarded.Solid experience in big data engineering on platforms like Hadoop, HDFS, or AWS in production settings.Familiarity with Docker for deploying data applications via containers.A collaborative mindset, eager to work alongside team members with diverse skill sets, including data engineering, full-stack systems, data science, data visualization, UI, and UX.
Preferred Qualifications:
Experience with real-time compute systems for data querying and algorithms, such as Elastic Search and GPU clusters.Knowledge of machine learning techniques (both supervised and unsupervised) and feature engineering.Familiarity with Large Language Models (API usage, fine-tuning, or application development).Experience with SQL or traditional databases, as well as back-end development within full-stack environments.Proficient in using TensorFlow, PyTorch, CUDA, or similar systems for GPU-accelerated processing.Understanding of interactive and visual techniques for conveying machine learning results effectively.Background in aspects of full-stack development.
Salary Range:
$135,000.00 - $148,000.00
Epsilon is an Equal Opportunity Employer. Epsilon's policy is not to discriminate against any applicant or employee based on actual or perceived race, age, sex or gender (including pregnancy), marital status, national origin, ancestry, citizenship status, mental or physical disability, religion, creed, color, sexual orientation, gender identity or expression (including transgender status), veteran status, genetic information, or any other characteristic protected by applicable federal, state or local law. Epsilon also prohibits harassment of applicants and employees based on any of these protected categories. Epsilon will provide accommodations to applicants needing accommodations to complete the application process.#J-18808-Ljbffr
Check you match the skill requirements for this role, as well as associated experience, then apply with your CV below.
How You'll Make an ImpactAs a Decision Scientist on our Visual Analytics team, you will have a profound impact by transforming complex data into actionable insights that drive strategic decision-making for our clients. Your innovative visualizations will empower stakeholders to easily understand intricate patterns within massive datasets, ultimately enhancing marketing effectiveness and personalizing consumer journeys. By leveraging cutting-edge AI and machine learning techniques, you will not only uncover hidden opportunities but also contribute to the overall success of Epsilon's platform, helping some of the world's leading brands achieve measurable business outcomes. Your work will be instrumental in shaping the future of data-driven marketing and setting new industry standards.
What You'll AchieveAs a Decision Scientist on our Visual Analytics team, you will achieve significant milestones that contribute to both your professional growth and Epsilon's mission. You will develop advanced visual analytics systems that provide clear insights from complex datasets, leading to more informed decision-making for our clients. Your innovative solutions will enhance the personalization capabilities of Epsilon's platform, driving measurable business outcomes for top brands. Additionally, you will cultivate expertise in state-of-the-art technologies and methodologies, positioning yourself as a thought leader in the industry. By collaborating with a multi-disciplinary team, you will foster a culture of innovation and teamwork, making a lasting impact on Epsilon's success and the broader marketing landscape.
Who You Are
Strong Analytical Skills : Expertise in machine learning and data analysis to extract meaningful insights from complex datasets.Technical Proficiency : Extensive experience with programming languages such as Python and Scala, and familiarity with big data platforms like Spark and Hadoop.Innovative Mindset : A creative approach to developing interactive visualizations that effectively communicate complex concepts.Collaboration Spirit : Ability to work seamlessly within a multi-disciplinary team, fostering collaboration and shared goals.Real-World Application : A passion for translating theoretical research into practical, actionable solutions that drive business outcomes.Proven Experience : Demonstrated success in clustering, dimensionality reduction, and leveraging AI techniques in production environments.Adaptability : Willingness to learn new technologies and methodologies to stay ahead in a fast-evolving field.Results-Driven Focus : Commitment to delivering impactful solutions that meet the needs of stakeholders and enhance Epsilon's platform capabilities.
Qualifications:
Ph.D. (or a Master's degree with at least four years of relevant experience) in Computer Science, Software Engineering, AI/ML, Statistics, Engineering, Mathematics, or a related field.Extensive experience in machine learning and clustering at scale.Proficient in various clustering algorithms: supervised, unsupervised, and guided interactive.Strong expertise in Spark; proficiency in Scala or Python within large-data environments is also highly regarded.Solid experience in big data engineering on platforms like Hadoop, HDFS, or AWS in production settings.Familiarity with Docker for deploying data applications via containers.A collaborative mindset, eager to work alongside team members with diverse skill sets, including data engineering, full-stack systems, data science, data visualization, UI, and UX.
Preferred Qualifications:
Experience with real-time compute systems for data querying and algorithms, such as Elastic Search and GPU clusters.Knowledge of machine learning techniques (both supervised and unsupervised) and feature engineering.Familiarity with Large Language Models (API usage, fine-tuning, or application development).Experience with SQL or traditional databases, as well as back-end development within full-stack environments.Proficient in using TensorFlow, PyTorch, CUDA, or similar systems for GPU-accelerated processing.Understanding of interactive and visual techniques for conveying machine learning results effectively.Background in aspects of full-stack development.
Salary Range:
$135,000.00 - $148,000.00
Epsilon is an Equal Opportunity Employer. Epsilon's policy is not to discriminate against any applicant or employee based on actual or perceived race, age, sex or gender (including pregnancy), marital status, national origin, ancestry, citizenship status, mental or physical disability, religion, creed, color, sexual orientation, gender identity or expression (including transgender status), veteran status, genetic information, or any other characteristic protected by applicable federal, state or local law. Epsilon also prohibits harassment of applicants and employees based on any of these protected categories. Epsilon will provide accommodations to applicants needing accommodations to complete the application process.#J-18808-Ljbffr