GenpactEmployer profile

Senior Manager - Machine Learning Expert-ANA009002

Location not specified · Experience not specified

Experience: Experience not specified
Salary: Not disclosed
Location: Location not specified
Work mode: Not specified
Job type: Full-time
Apply by: Closing date not listed
Posted: 11 Sept 32

About this role

With a startup spirit and 115,000 + curious and courageous minds, we have the expertise to go deep with the world’s biggest brands—and we have fun doing it! We dream in digital, dare in reality, and reinvent the ways companies work to make an impact far bigger than just our bottom line. We’re harnessing the power of technology and humanity to create meaningful transformation that moves us forward in our pursuit of a world that works better for people.

Now, we’re calling upon the thinkers and doers, those with a natural curiosity and a hunger to keep learning, keep growing. People who thrive on fearlessly experimenting, seizing opportunities, and pushing boundaries to turn our vision into reality. And as you help us create a better world, we will help you build your own intellectual firepower.

Welcome to the relentless pursuit of better.

Inviting applications for the role of Senior Manager, Machine Learning Expert!

The candidate should be MS in Mathematics, Computer Science, Information systems, or Computer engineering, Systems Engineering with relevant experience.

Or Computational Science or Applied Engineering with relevant industry experience in Applied Machine Learning / Predictive Analytics.

Exposure to Machine Learning & Quantitative Methods in Marketing / Consumer Behaviour is a must. Full cycle Real-world Analytics project experience is highly desirable: from creating a Business use case, PA assessment/roadmap, Technology & Analytic Solutioning, Implementation and Change Management.

Responsibilities

There are 2 areas that this role will focus on in order of importance:

Project Lead/Delivery - Lead the project, set expectations with the client/stakeholders and successful execution of the project
Solutioning - Conceptualize and develop relevant Predictive Analytic solutions for our Analytic Customers. Envisioning opportunistic areas with our clients by demonstrating relevant and credible Predictive Analytics solutions and paradigms. The role may entail carrying out high level assessment of customer Analytics readiness and creating the associated analytic benchmarking which may ultimately converge into a client specific Predictive Analytics roadmap

Qualifications we seek in you! Minimum Qualifications / Skills

MS in Mathematics, Computer Science, Information systems, or Computer engineering, Systems Engineering with relevant experience
Or Computational Science or Applied Engineering with relevant industry experience in Applied Machine Learning / Predictive Analytics

Technology

Exposure to Statistical Toolkits such as R, Weka, S-Plus, Matlab, SAS
Very good Python/R programming skills. Java programming skills a plus
Direct involvement in working with large volumes of data and building, deploying and measuring predictive analytics models (i.e. SVM, decision tree, clustering, logistic regression, linear and non-linear regression)
Deep learning frameworks such as TensorFlow, Keras, Torch, Theano

Methodology

Analytic Solutioning & Consulting experience in verticals such as BFSI, CPG, with experience in delivering analytics on large structured and unstructured data corpuses
Solid knowledge of concepts in Machine Learning, Statistics, esp., in their application to learning from large data sources
Proven expertise in Quantitative modeling for Marketing Insights and Solid understanding of Consumer behaviour theories and models.
Proven expertise in deriving insights from large distributed databases.
Demonstrated ability to Conduct look-ahead client research with focus on supplementing and strengthening the client’s analytics agenda with newer tools and techniques

Preferred Qualifications/ Skills

Technology

Understanding of GraphDB and tools such as Neo4j etc
Understanding of NLP, NLU and Machine learning/Deep learning methods
SQL/NoSQL, MS Access, databases
UI development paradigms that would enable Text Mining Insights Visualization, e.g., Adobe Flex Builder, HTML5, CSS3
Linux, GPU Experience
Spark, Scala for distributed computing

Methodology

Previous experience with Big Data analytics implementations, using either Vanilla Hadoop or Cloudera/IBM BigInsights
Ability to Prioritize, Consultative mindset & Time management skills
Understanding/experience with the Google Cloud Platform/AWS/Azure and other Big Data solutions such as Cloudera is preferred

Genpact is an Equal Opportunity Employer and considers applicants for all positions without regard to race, color, religion or belief, sex, age, national origin, citizenship status, marital status, military/veteran status, genetic information, sexual orientation, gender identity, physical or mental disability or any other characteristic protected by applicable laws. Genpact is committed to creating a dynamic work environment that values diversity and inclusion, respect and integrity, customer focus, and innovation. For more information, visit www.genpact.com . Follow us on Twitter , Facebook , LinkedIn , and YouTube .

Furthermore, please do note that Genpact does not charge fees to process job applications and applicants are not required to pay to participate in our hiring process in any other way. Examples of such scams include purchasing a 'starter kit,' paying to apply, or purchasing equipment or training.

Job

Senior Manager

Primary Location

India-Bangalore

Education Level

Bachelor's / Graduation / Equivalent

Job Posting

Mar 27, 2024, 9:28:20 AM

Unposting Date

Ongoing

Master Skills List

Corporate

Job Category

Full Time

Skills

General Business