MLOps Engineer| HVDC | POP IRC265161

Description

GlobalLogic has been engaged in exploring opportunities to implement ML/AL/GenAI-powered applications for multinational industrial conglomerate since 2023, aiming to enhance business efficiency. After conducting a Discovery phase and completing 3 pilot projects covering use cases of Customer Requirements, Tender Response and Project Design areas, GL proposes to enhance pilots with additional capabilities, identified and confirmed with the client’s experts throughout pilots development, taking the applications to the next MVP (Minimum Viable Product) stage.

 

Requirements

In terms of PoP MLOps tech stack we’re using (all open-source):
Kubernetes (orchestration) & Docker (containerisation)
Kubeflow (MLOps Platform is based on this – used for notebooks and pipelines)
MLflow (for experiment tracking)
Evidently (for model monitoring)
KServe (for deployment of internally-hosted open-source models)
LiteLLM (for routing requests to externally-provided models, e.g. Gemini / Azure OpenAI GPT models)
Tyk (used as our MLOps Model Service, it’s an API gateway to route requests to the right service and also provides parameter validation of requests)
Github actions for CI

Job responsibilities

In terms of PoP MLOps tech stack we’re using (all open-source):
Kubernetes (orchestration) & Docker (containerisation)
Kubeflow (MLOps Platform is based on this – used for notebooks and pipelines)
MLflow (for experiment tracking)
Evidently (for model monitoring)
KServe (for deployment of internally-hosted open-source models)
LiteLLM (for routing requests to externally-provided models, e.g. Gemini / Azure OpenAI GPT models)
Tyk (used as our MLOps Model Service, it’s an API gateway to route requests to the right service and also provides parameter validation of requests)
Github actions for CI

What we offer

Culture of caring. At GlobalLogic, we prioritize a culture of caring. Across every region and department, at every level, we consistently put people first. From day one, you’ll experience an inclusive culture of acceptance and belonging, where you’ll have the chance to build meaningful connections with collaborative teammates, supportive managers, and compassionate leaders. 

Learning and development. We are committed to your continuous learning and development. You’ll learn and grow daily in an environment with many opportunities to try new things, sharpen your skills, and advance your career at GlobalLogic. With our Career Navigator tool as just one example, GlobalLogic offers a rich array of programs, training curricula, and hands-on opportunities to grow personally and professionally.

Interesting & meaningful work. GlobalLogic is known for engineering impact for and with clients around the world. As part of our team, you’ll have the chance to work on projects that matter. Each is a unique opportunity to engage your curiosity and creative problem-solving skills as you help clients reimagine what’s possible and bring new solutions to market. In the process, you’ll have the privilege of working on some of the most cutting-edge and impactful solutions shaping the world today.

Balance and flexibility. We believe in the importance of balance and flexibility. With many functional career areas, roles, and work arrangements, you can explore ways of achieving the perfect balance between your work and life. Your life extends beyond the office, and we always do our best to help you integrate and balance the best of work and life, having fun along the way!

High-trust organization. We are a high-trust organization where integrity is key. By joining GlobalLogic, you’re placing your trust in a safe, reliable, and ethical global company. Integrity and trust are a cornerstone of our value proposition to our employees and clients. You will find truthfulness, candor, and integrity in everything we do.

About GlobalLogic

GlobalLogic, a Hitachi Group Company, is a trusted digital engineering partner to the world’s largest and most forward-thinking companies. Since 2000, we’ve been at the forefront of the digital revolution – helping create some of the most innovative and widely used digital products and experiences. Today we continue to collaborate with clients in transforming businesses and redefining industries through intelligent products, platforms, and services.