JP Morgan is hiring for Software Engineer

www.djobbuzz.com 30 Jul 2024
Company Name
JP Morgan
Company Website
http://jpmorgan.com/
Job Role
Marketing Analytic
Job Type
  • Fresher
  • Experienced
Job Location
  • Mumbai
Education
  • MBA
  • BE/BTech
Branch
  • IT
  • CS
Job will expire on
09 Aug 2024

About Company

JPMorgan Chase & Co., one of the oldest financial institutions, offers innovative financial solutions to millions of consumers, small businesses and many of the world’s most prominent corporate, institutional and government clients under the J.P. Morgan and Chase brands. Our history spans over 200 years and today we are a leader in investment banking, consumer and small business banking, commercial banking, financial transaction processing and asset management.

We recognize that our people are our strength and the diverse talents they bring to our global workforce are directly linked to our success. We are an equal opportunity employer and place a high value on diversity and inclusion at our company. We do not discriminate on the basis of any protected attribute, including race, religion, color, national origin, gender, sexual orientation, gender identity, gender expression, age, marital or veteran status, pregnancy or disability, or any other basis protected under applicable law. In accordance with applicable law, we make reasonable accommodations for applicants’ and employees’ religious practices and beliefs, as well as any mental health or physical disability needs.

Eligibility Criteria

  • MBA or advanced degree in Statistics, Math, Engineering or other quantitative-focused field 
  • Experience in an analytics role, financial services/marketing with experience in building market mix models 
  • Understanding of media and advertising variables, response curves
  • Experience using computer languages (Python, Pyspark, Google Analytics, .) to manipulate and analyze large datasets. Story-telling acumen using Tableau, power-point etc. tools
  • Sound knowledge of SQL to collate data from various sources
  • Experience using machine learning libraries in Python (Numpy, Pandas, Sci-kit learn, tensorflow, .)
  • Knowledge of variety of machine learning algorithms (linear regression, logistic regression, SVMs, Tree-based models, neural networks, etc.) and techniques (cross validation, feature selection approaches, hyper parameter optimization, missing data imputation etc.)
  • Strong problem-solving skills and excellent communicator (written and verbal) with strong interpersonal skills

Job Description

  • Partnering with business stakeholders to identify opportunities for leveraging advanced analytics. Leverage the power of AI/ML to solve complex business problems
  • Analyze modeling dataset to understand trends and seasonality. Check data for outliers and identify data issues. 
  • Create media response transformations for all media variables; Pull macroeconomics data from a website. Compile modeling dataset
  • Build market mix model from scratch, create base and channel contributions, calculate channel ROIs
  • Create optimizations for what-if scenarios. Create necessary charts (including trend and waterfall) and tables for presentations
  • Contributing to and enhancing data models and feature stores. Leveraging machine learning models and techniques to target opportunities and optimize processes
  • Developing tools and solutions to measure model performance over time and fostering a data-driven, innovative culture
  • Acting as a proxy product-owner and consultant to provide optimal data solutions for various business problem statements / pain-points and goals