Lead Data Scientist

1 month ago

Pune HO, India Data Axle India Full time
About Data Axle India

Data Axle India is a leading provider of data-driven solutions, with a strong presence in the USA and a strategic global centre of excellence in Pune. Our team delivers mission-critical data services to global customers, leveraging our proprietary cloud-based technology platform and business and consumer databases.

Job Summary

We are seeking an experienced Lead Data Scientist to join our Data Science Client Services team. The successful candidate will design, build, and deploy impactful predictive marketing solutions, working with a highly talented team and contributing to our success in identifying high-quality target audiences for our clients.

Key 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
  • Lead and manage a team by allocating tasks based on individual strengths and project requirements
  • Facilitate seamless communication and collaboration with global teams
  • 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
Qualifications
  • 10 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 fulfillment 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 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
  • Bachelor's or master's degree in computer science, Information Technology, or a related field

This position description is intended to describe the duties most frequently performed by an individual in this position. It is not intended to be a complete list of assigned duties but to describe a position level.

Data Axle India follows a merit-based employee recruitment practice with extensive screening steps. Data Axle India does not charge/accept any amount or security deposit from job seekers during the recruitment process. Job seekers are requested to be aware of unsolicited or fraudulent communication regarding a job offer or an interview call against payment of money. All Data Axle jobs are published on the Careers page of its website and/or on its LinkedIn profile. Interested job seekers may access the same and apply directly.

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