Manager-ML Architect

Manager-ML Architect-CPG054412

Genpact (NYSE: G) is a global professional services and solutions firm delivering outcomes that shape the future. Our 125,000+ people across 30+ countries are driven by our innate curiosity, entrepreneurial agility, and desire to create lasting value for clients. Powered by our purpose – the relentless pursuit of a world that works better for people – we serve and transform leading enterprises, including the Fortune Global 500, with our deep business and industry knowledge, digital operations services, and expertise in data, technology, and AI.  

   

Inviting applications for the role of Manager-ML Architect! 

   

In this role, the person is responsible for designing and architecting scalable machine learning solutions, developing models, and ensuring their successful deployment. This role requires collaboration with data scientists, ML engineers, and stakeholders to create impactful AI-driven solutions.  

   

Responsibilities:  

   

• Solution Design:  

• Design and architect end-to-end Machine Learning and AI solutions.  

• Collaborate with stakeholders to understand requirements and translate them into technical specifications.  

• Identify key requirements for a positive ROI from proposed solutions  

• Estimate the total cost of ownership of the proposed solution  

• Model Development:  

• Working knowledge of statistical and machine learning models as well as identification of guard rails for model performance  

• Develop and optimize machine learning models for various use cases.  

• Ensure models are robust, scalable, and efficient.  

• Integration and Deployment:  

• Work with engineering teams to integrate models into production systems.  

• Implement CI/CD pipelines for continuous integration and deployment.  

• Collaboration:  

• Work closely with data scientists, engineers, and business stakeholders.  

• Provide technical guidance and mentorship to team members.  

• Monitoring and Maintenance:  

• Familiar with drift detection as well as retraining scenarios   

• Implement monitoring tools to track model performance and health.  

• Troubleshoot and resolve issues to ensure model reliability.  

• Security and Compliance:  

• Ensure compliance with data privacy and security standards.  

• Stay updated on industry best practices for ML security.  

Qualifications we seek in you!  

   

Minimum Qualifications:  

• Bachelor’s degree in computer science, Engineering, or a related field.  

• Strong programming skills in Python, R, or Java.  

• Experience with cloud platforms (AWS, Azure, GCP).  

• Proficiency in ML frameworks (TensorFlow, PyTorch, Scikit-learn).  

• Strong problem-solving and analytical skills.  

• Excellent communication and collaboration abilities.  

Preferred Qualifications/skills:  

• Advanced degree in a relevant field.  

• Experience with big data technologies (Hadoop, Spark).  

• Knowledge of DevOps practices and CI/CD tools.  

   

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. Get to know us at genpact.com and on LinkedIn, X, YouTube, and Facebook.  

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

 Manager

Primary Location

 India-Bangalore

Schedule

 Full-time

Education Level

 Master's / Equivalent

Job Posting

 Oct 4, 2024, 7:33:50 AM

Unposting Date

 Nov 3, 2024, 6:29:00 PMMaster Skills List DigitalJob Category Full Time