ML MODELING

4 days ago


Gurgaon, India EXL Full time
Location: Gurgaon

Job Description: We are hiring consultant/senior consultant with expertise in SQL, Hive, python, and machine learning. Must be able to work independently with multiple stakeholders. You will design, develop, and maintain machine learning solutions, transforming raw data into actionable insights and work independently. Collaborate with stakeholders, write SQL queries, and utilize Hive and Python to drive data science solutions. Ensure data accuracy, provide technical support, and stay updated with the latest ML techniques. Strong problem-solving skills and attention to detail required. Prior experience with Payments and fraud domain is preferred.

Responsibilities:

- Lead and manage data science projects from conception to deployment, ensuring alignment with business objectives and deadlines.- Develop and deploy ML techniques and statistical algorithms to extract insights and drive actionable recommendations from complex datasets.- Provide guidance and mentorship to junior data scientists on advanced analytics techniques, coding best practices, and model interpretation.- Design rigorous testing frameworks to evaluate model performance, validate results, and iterate on models to improve accuracy and reliability.- Stay updated with the latest advancements in data science methodologies, tools, and technologies, and contribute to the team's knowledge base through sharing insights and conducting research.- Ensure data integrity, security, and compliance with regulations.

Requirements:

- Hands-on development of ML fraud models (Payments Domain). Strong experience (3+ years for consultant, 5+ years for senior consultant) in statistics, predictive modelling and machine learning. Experienced in supervised and unsupervised ML algorithms such as Random Forest, XGBoost, clustering, statistical algorithms.- Stay up to date with latest ML techniques.- Develop data science projects, from ideation to deployment, ensuring they deliver impactful insights.- Own end-to-end design, development & deployment of machine learning solutions at scale to deliver high-quality outcomes.- Partner with data analysts to produce dashboards and reports that translate data into actionable business decisions.- Mentor and guide junior data scientists/analysts on the project to deliver desired outcomes.- Strong Proficiency experience (3+ years for consultant, 5+ years for senior consultant) in SQL, Hive, Python, PySpark- Excellent communication skills. Should be able to synthesize the findings and communicate results to share actionable insights with senior leadership and other stakeholders.- Experience in deep learning and reinforcement learning is an advantage.- Experience of working in global delivery model setup is an advantage.

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