Associate Director, Data Science
- Ebix
- 12 to 16 Yrs
- 8 months ago
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Job Description
- Data Axle Inc. has been an industry leader in data, marketing solutions, sales, and research for over 50 years in the USA. Data Axle now has an established strategic global centre of excellence in Pune. This centre delivers mission critical data services to its global customers powered by its proprietary cloud-based technology platform and by leveraging proprietary business and consumer databases. Data Axle India is recognized as a Great Place to Work! This prestigious designation is a testament to our collective efforts in fostering an exceptional workplace culture and creating an environment where every team member can thrive. General Summary: We are looking for an Associate Director, Data Scientist, to join the Data Science Client Services team to continue our success of identifying high quality target audiences that generate profitable marketing return for our clients. We are looking for experienced data science, machine learning and MLOps practitioners to design, build and deploy impactful predictive marketing solutions that serve a wide range of verticals and clients. The right candidate will enjoy contributing to and learning from a highly talented team and working on a variety of projects. Roles & Responsibilities: Ownership of design, implementation, and deployment of machine learning algorithms in a modern Python-based cloud architecture. Design or enhance ML workflows for data ingestion, model design, model inference and scoring. Oversight on team project execution and delivery. Establish peer review guidelines for high quality coding to help develop junior team members skill set growth, cross - training and team efficiencies. Visualize and publish model performance results and insights to internal and external audiences Requirements: Qualifications: Masters in a relevant quantitative, applied field (Statistics, Econometrics, Computer Science, Mathematics, Engineering). Minimum of 12+ years of work experience in the end-to-end lifecycle of ML model development and deployment into production within a cloud infrastructure (Databricks is highly preferred). Proven ability to manage the output of a small team in a fast-paced environment and to lead by example in the fulfilment of client requests Exhibit deep knowledge of core mathematical principles relating to data science and machine learning (ML Theory + Best Practices, Feature Engineering and Selection, Supervised and Unsupervised ML, A/B Testing, etc.). Proficiency in Python and SQL required; PySpark/Spark experience a plus. Ability to conduct a productive peer review and proper code structure in Github. Proven experience developing, testing, and deploying various ML algorithms (neural networks, XGBoost, Bayes, and the like). Working knowledge of modern CI/CD methods,
Employement Category:
Employement Type: Full timeIndustry: IT Services & ConsultingRole Category: Not SpecifiedFunctional Area: Not SpecifiedRole/Responsibilies: Associate Director, Data ScienceContact Details:
Company: Data AxleLocation(s): Maharashtra,
Keyskills: Data Science Machine Learning Python Model Design Statistical Analysis Spark AB Testing
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