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PwC India

Machine Learning Analytics Manager - BFSI

PwC India

Mumbai, Maharashtra, India · 全职

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经验
6年以上
薪水
职位空缺
1
发布
22 小时前
工作模式
在办公室
学历
Masters
恢复
需要申请

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职位描述

About the Role

Join our Data and Analytics team to drive enterprise insights that empower organizations using advanced data analytics. We specialize in business intelligence, data management, and data assurance to foster innovation and transformation aligned with evolving customer behavior and technological progress. We combine analytical intelligence and technology to help clients outpace competition by leveraging data to assess risk and make informed decisions.

Our solutions utilize Rapid Business Intelligence tools, interactive data visualization, and integrated dashboards, enabling clients to manage their business effectively by answering pivotal business questions through agile reporting and analytics.

Role Overview: Machine Learning Analytics Manager (BFSI)

We are looking for an accomplished Machine Learning Analytics Manager with at least 6 years of relevant experience, preferably within Banking, Financial Services, and Insurance (BFSI). You will lead a team delivering innovative machine learning-driven solutions to complex business challenges.

Key Duties and Responsibilities

  • Guide and support a team of data scientists, analysts, and ML engineers in developing impactful analytical solutions.
  • Collaborate with different departments to define and prioritize business problems that can be solved by machine learning techniques.
  • Formulate and execute a machine learning strategy that meets organizational objectives.
  • Supervise the creation of machine learning models including supervised and unsupervised techniques, regression, neural networks, and decision trees.
  • Perform in-depth data analysis to identify patterns and trends within BFSI datasets.
  • Lead deployment of ML models into production systems ensuring scalability and reliability.
  • Apply ML to risk management aspects such as credit risk, fraud detection, and market risk mitigation.
  • Establish monitoring frameworks to track and improve model performance continuously.
  • Work collaboratively with product managers, business analysts, and IT teams on data-driven business solutions.
  • Keep updated on emerging machine learning trends and BFSI sector developments to integrate the latest innovations.

Candidate Profile and Requirements

  • Possess a Master's degree in Computer Science, Statistics, Mathematics, or related discipline.
  • Bring 6+ years of practical experience in ML and analytics with a strong BFSI focus.
  • Skilled in programming languages including Pyspark, Python, or R, and experienced with data visualization tools and one of the major cloud platforms like Azure, AWS, or GCP.
  • Deep understanding of ML algorithms and methodologies including supervised/unsupervised learning, time series, and NLP.
  • Demonstrate strong leadership, teamwork, and stakeholder management capabilities.
  • Proven track record deploying ML solutions effectively in BFSI contexts.
  • Exhibit excellent analytical problem-solving skills, with a data-centric mindset for decision-making.
  • Communicate complex technical details clearly to non-technical audiences both verbally and in writing.

Additional Job Details

Management Level: Manager
Line of Service: Advisory
Industry Sector: Data, Analytics & AI
Location: Mumbai, Maharashtra, India
Employment Type: Full-time, Onsite
Experience Required: 6+ years in relevant roles
Required Qualification: Master's degree

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