Company Name:-
Autodesk

Job Location:-
Bengaluru, Karnataka

Job Summary:-
Job Requisition ID #
21WD48369
Position Overview
Autodesk is seeking an experienced Machine Learning engineer to join our growing Marketing data science team within Analytics Insights and Measurements (AIM) vertical.

This team is at the heart of Autodesk’s efforts to help marketers and sales teams to plan, focus, optimize and measure the process of customer wins and renewals.

As an ML engineer on this team, you will be part of the core Algorithm developers that design, create and fine tune models for usecases such as Engagement scoring, Segmentation, Control group analysis, Media mix modeling + Multi touch Attribution, Optimizations and Recommendations.

This work will include tasks such as proposing ML models to solve different scenarios, validating, choosing and fine tuning them as well as explaining queries from business users.

Ideally you will be a self-starter, detail and quality oriented, and excited about the prospects of having a big impact with data science at Autodesk
Responsibilities
Perform statistical analysis and hypothesis tests
Designing machine learning programs for supervised, semi supervised, segmentation and optimization problems
Implementing suitable AI/ML algorithms on python Frameworks, fine tune them
Iteratively train systems using an automation wrapper
Answering queries from business users (stakeholders)
Experience in choosing/coming up with, implementing and fine tuning supervised and unsupervised algorithms for a given problem based on standard feature selection, model selection process and validation approaches
Expertise in python Scipy and Scikit-learn
Expertise in either SQL or python pandas
Basic understanding of probability distributions, statistical tests and optimization techniques
Exposure to sentiment analysis problems
Good team interaction and stakeholder interaction skills
Minimum Qualification
3+ years of machine learning experience and overall 5+ years of industry experience related to Data science/Data Engineering/Analytics
Problem solver with excellent written and interpersonal skills; ability to make sound, complex decisions in a fast-paced, technical environment
Strong overall programming skills, able to write modular, maintainable code
Degree or higher in Computer sci

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