Lead Associate-Machine Learning
- Genpact India
- 3 to 5 Yrs
- Bengaluru
- 5 years ago
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Job Description
With a startup spirit and 90,000+ curious and courageous minds, we have the expertise to go deep with the world s biggest brands and we have fun doing it. Now, we re calling all you rule-breakers and risk-takers who see the world differently, and are bold enough to reinvent it. Come, transform with us.
Are you the one we are looking forInviting applications for the role of Lead Associate-Machine Learning
Responsibilities- Think strategically about data as a core enterprise asset and assist in all phases of the sophisticated analytic development process
- Advanced analytical and data mining efforts which could include but not limited to clustering, segmentation, logistic and multivariate regression, decision/CART trees, neural networks, time-series analysis, sentiment analysis, topic modeling, random forests, and Bayesian analysis
- The scope of work includes Forecast, Prediction Models, Outlier Reporting, Payment Integrity violation identification, Adhoc analysis
- Implementation of Supervised and Unsupervised model development techniques
- Develops ML / NLP models using identified features and packages
- Responsible for maintenance and performance monitoring of the production environment for the Advanced Analytics team
- Lead the design of complex and large-scale datasets to be used for statistical modeling and data mining.
- Slice and dice through the database and come up with meaningful analytical insights
- Graduate in Technology with Computers or IT stream
- Python, SciPy, NumPy, SQL, NLP
- Experience with relational database management systems.
- Works with key partners to generate and test hypotheses
- You should be able to handle automated deployments using tools like containers (Docker) or serverless APIs (ex. Lambda functions, etc).
- Facility with one or more data analytical methods such as regression, decision trees, experimental designs, support vector machines, machine learning and text mining
- Work in a multifaceted and fast-paced environment without compromising the quality
- Conduct explanatory data analysis and prepare data sources to be analyzed.
Customer management, Team management, Good Interpersonal and Communication skills, Detail Oriented, Problem solving and Analytical ability, Reasoning skills, Work Under Stress in multiple time zones
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.
,Employement Category:
Employement Type: Full timeIndustry: IT - SoftwareRole Category: General / Other SoftwareFunctional Area: Not ApplicableRole/Responsibilies: Lead Associate-Machine LearningContact Details:
Company: Genpact IndiaLocation(s): Bengaluru
Genpact India
Genpact (NYSE: G) is a global professional services firm focused on delivering digital transformation for our clients, putting digital and data to work to create competitive advantage. We do this by integrating lean principles, design thinking, analytics and digital technologies with our domain and ...
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