Define the ML solution architecture: data and feature pipelines, training, evaluation, deployment (batch and real time, cloud and edge) and integration with product APIs.
Where appropriate, define generative-AI patterns (for example retrieval over technical documents) with clear guardrails and evaluation.
MLOps and lifecycle
Define the MLOps approach: experiment tracking, model registry, CI/CD for models, automated retraining, monitoring for drift and data-quality issues, and rollback.
Set model evaluation standards (accuracy, robustness, bias, explainability) and acceptance thresholds agreed with the business.
Estimate and manage compute, storage and run cost; design for scalability and reliability.
Qualifications
Bachelors - Business Analytics, Bachelors - Computer Science, Bachelors - Statistics, Masters - Data Science
Certifications Certified Data Management Professional - RiversandRiversand, IBM Certified Solution Developer - WebSphere IIS DataStage Enterprise Edition v7.5 - IBMIBM, Informatica Certified Administrator - InformaticaInformatica, TOGAF 9 Certification - The Open Group Architecture Framework (TOGAF)The Open Group Architecture Framework (TOGAF)
- Required Skills
- Big Data Solutions, Business Intelligence (BI), Cloud Computing, Collaboration Tools, Database Management, Data Integration, Data Management, Master Data Management, Metadata Management, Solution Architecture
- Language Proficiency -
- Proficient - C2
Additional Job Location -
- Master Skill List -
- Data and Analytics - Solutioning
- Work Shift -
- Day Job (Mexico)
Why join Genpact?
Lead AI-powered transformation – Drive innovation and solve real-world business challenges that matter
Make an impact – Help global enterprises solve business challenges that matter
Accelerate your career – Gain hands-on experience, mentorship, and world-class learning opportunities to stay ahead
Work with the best – Join 140,000+ bold thinkers and problem-solvers who push boundaries every day
Thrive in a values-driven culture – Our courage, curiosity, and incisiveness - built on a foundation of integrity and inclusion - allow your ideas to fuel progress
Come join the 140,000+ coders, tech shapers, and growth makers at Genpact and take your career in the only direction that matters: Up.
Let’s build tomorrow together.
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 respect and integrity, customer focus, and innovation.
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.