Purpose of the Role
This B35 role would be a part of GCA Global Prospecting Capabilities team, based out of Gurgaon, India, and will be responsible for AI / ML matching framework, tech platform expertise to build the commercial prospect database & optimize usage. You will be challenged with crafting and crafting world class prospect marketing analytics by leveraging machine learning and sophisticated methodologies.
Responsibilities
- Evaluate, maintain, and continuously improve existing AI / ML matching algorithms based on the evolving needs and data availability, while supporting development and delivery of a vision, strategy, and roadmap to achieve a next-generation matching capability.
- Explore the usage and implementation of data mining techniques, including regression analysis, clustering, decision trees, neural networks, and NLP solutions.
- Experience in deploying and handling data products and solutions across a variety of platforms and technologies such as Big Data, PySpark, Hive, Scala, Python.
- Bring a strong technical foundation; strong understanding coding practices, architecture, design, get under the hood of sophisticated coordinated architectures, coding systems, and interface design.
- Collaborate optimally with product owners, designers, and a broad set of internal technical partners (across multiple internal groups).
Critical Factors to Success
Strong Programming skills are preferred. Experience with Big Data programming Languages (Hive, Spark), Python, Java is a must. .Strong analytical / conceptual thinking / statistical acumen to tackle unstructured and sophisticated business problems and articulate key findings to senior leaders / stakeholders in a succinct and concise mannerBasic knowledge of statistical techniques like hypothesis testing, regression, knn, ttest, chi-square testAbility to work in a dynamic environment, with a strong attention to detail.Academic Background
Graduate degree in a quantitative field (Finance, Engineering, Mathematics, Computer Science or Economics) is required.
Behavioral areas
High attention to detail with an eye for Accuracy & Controls, Strong results-orientation, resourcefulness, and flexibility to overcome significant obstacles to goal achievement in a fast paced environment.Excellent communication skills (written and spoken) with ability to challenge the status quo and identify improvements.Quick learner & Team Player.Skills Required
Pyspark, Machine Learning, Nlp, Big Data, Neural Networks, Python