AI/ML MLOps Engineer

Persistent Systems; Pune District; Hybrid; INR 3,000,000 - 5,400,000; Full time

Benefits offered by this job

Competitive salary and benefits

Growth opportunities and sponsoredcert

Employee engagement initiatives

Insurance coverage: group term life,个人

Job summary

Persistent Systems is seeking an experienced AI/ML MLOps Engineer to join our team for an AWS Professional Services engagement. The role focuses on fine-tuning and deploying a self-hosted LLM to replace a high-cost inference pipeline used for automated UI test execution. Location: All Persistent Locations.

Experience: 8 to 15 years. Job Type: Full-Time Employment. This position offers a competitive salary, comprehensive benefits, and a culture that emphasizes talent development and certification

Qualifications

• The successful candidate will bring a combination of technical expertise, problem-solving skills, and a collaborative mindset.

Responsibilities

• Build and maintain training data pipelines, including format conversion, deduplication, and quality filtering.
• Execute supervised fine-tuning with progressive model scaling to enhance model performance.
• Design and implement offline evaluation frameworks to assess model efficacy.
• Develop and execute shadow-mode and staged A/B rollout strategies, ensuring automated rollback capabilities.
• Collaborate with cross-functional teams to integrate AI solutions into existing workflows.
• Monitor production systems and implement canary deployments for continuous improvement.

Job description

We are seeking an experienced AI/ML MLOps Engineer (L5) to join our team in supporting an AWS Professional Services engagement. This role focuses on fine-tuning and deploying a self-hosted large language model (LLM) to replace a high-cost commercial inference pipeline used for automated UI test execution.

• Location: All Persistent Locations
• Experience: 8 to 15 years
• Job Type: Full-Time Employment

What You'll Do:

• Build and maintain training data pipelines, including format conversion, deduplication, and quality filtering.
• Execute supervised fine-tuning with progressive model scaling to enhance model performance.
• Design and implement offline evaluation frameworks to assess model efficacy.
• Develop and execute shadow-mode and staged A/B rollout strategies, ensuring automated rollback capabilities.
• Collaborate with cross-functional teams to integrate AI solutions into existing workflows.
• Monitor production systems and implement canary deployments for continuous improvement.

Expertise You'll Bring:

• The successful candidate will bring a combination of technical expertise, problem-solving skills, and a collaborative mindset. You will be instrumental in driving the success of our AI initiatives and ensuring the seamless integration of machine learning models into our operational framework.
• Competitive salary and benefits package
• Culture focused on talent development with quarterly growth opportunities and company-sponsored higher education and certifications
• Opportunity to work with cutting-edge technologies
• Employee engagement initiatives such as project parties, flexible work hours, and Long Service awards
• Insurance coverage: group term life, personal accident, and Mediclaim hospitalization for self, spouse, two children, and parents

Values-Driven, People-Centric & Inclusive Work Environment:

Persistent is dedicated to fostering diversity and inclusion in the workplace. We invite applications from all qualified individuals, including those with disabilities, and regardless of gender or gender preference. We welcome diverse candidates from all backgrounds.

• We support hybrid work and flexible hours to fit diverse lifestyles.
• Our office is accessibility-friendly, with ergonomic setups and assistive technologies to support employees with physical disabilities.
• If you are a person with disabilities and have specific requirements, please inform us during the application process or at any time during your employment

“Persistent is an Equal Opportunity Employer and prohibits discrimination and harassment of any kind.”