The Apex Group was established in Bermuda in 2003 and is now one of the world’s largest fund administration and middle office solutions providers. Our business is unique in its ability to reach globally, service locally and provide cross-jurisdictional services. With our clients at the heart of everything we do, our hard-working team has successfully delivered on an unprecedented growth and transformation journey, and we are now represented by over circa 13,000 employees across 112 offices worldwide.

Your career with us should reflect your energy and passion. That’s why, at Apex Group, we will do more than simply ‘empower’ you. We will work to supercharge your unique skills and experience. Take the lead and we’ll give you the support you need to be at the top of your game. And we offer you the freedom to be a positive disrupter and turn big ideas into bold, industry-changing realities. For our business, for clients, and for you

JOB SUMMARY

The AI Infrastructure and Data Senior Associate plays a key role in designing and managing AI infrastructure systems at CAIDO Group. This role involves hands-on work with GPU clusters, distributed training frameworks, and data pipelines to ensure scalable and efficient AI operations. The Senior Associate will mentor junior team members while driving infrastructure excellence.

KEY RESPONSIBILITIES

Design and implement infrastructure frameworks for AI model training and deployment
Manage GPU cluster operations including monitoring, scaling, and optimization
Configure and maintain Kubernetes-based orchestration platforms for ML workloads
Implement and tune distributed training frameworks (PyTorch, TensorFlow)
Build and maintain high-performance data pipelines for AI applications
Automate infrastructure provisioning using Terraform, Ansible, or Pulumi
Monitor cloud costs and optimize resource utilization (FinOps)
Troubleshoot complex infrastructure issues and implement solutions
Collaborate with ML engineers to diagnose training bottlenecks and performance issues
Mentor Associate-level team members and contribute to team knowledge sharing
Document infrastructure architectures and operational procedures

REQUIRED QUALIFICATIONS

Bachelor's degree in Computer Science, Engineering, or related field
3-5 years of experience in DevOps, cloud infrastructure, or SRE roles
Strong proficiency in Linux systems administration
Experience with container orchestration (Kubernetes, Docker)
Proficiency in Python and Infrastructure as Code tools
Hands-on experience with cloud platforms (AWS, GCP, or Azure)
Understanding of machine learning workflows and requirements
Experience with monitoring and observability tools
Strong problem-solving and analytical skills
Excellent communication and collaboration abilities

PREFERRED QUALIFICATIONS

Experience managing GPU clusters or HPC environments
Knowledge of distributed training frameworks (PyTorch DDP, DeepSpeed)
Familiarity with parallel file systems (Lustre, GPFS)
Certified Kubernetes Administrator (CKA) or equivalent
Cloud architecture certifications (AWS, GCP, Azure)
Experience with MLOps practices and tools

WORK DETAILS

Employment Type: Full-time, Permanent
Location: Pune, India
Department: CAIDO Group - Innovation and AI
Reports To: AI Infrastructure and Data Manager
Work Type: Office-based with potential hybrid options

Disclaimer: Unsolicited CVs sent to Apex (Talent Acquisition Team or Hiring Managers) by recruitment agencies will not be accepted for this position. Apex operates a direct sourcing model and where agency assistance is required, the Talent Acquisition team will engage directly with our exclusive recruitment partners.

About Apex Group

We are dedicated to driving positive change in financial services while fuelling the growth and ambitions of asset managers, allocators, financial institutions, and family offices. Established in Bermuda in 2003, the Group has continually disrupted the asset serving industry through our investment in innovation and talent. Today, we set the pace in asset servicing and stand out for our unique single-source solution and unified cross asset-class platform which supports the entire value chain, harnesses leading innovative technology, and benefits from cross-jurisdictional expertise delivered by a long-standing management team and over 13,000 highly integrated professionals.

We’re a people-powered business, and our people are full of ambition. Together, we’re inspired to lead the new era of data and tech enabled service. Bringing new products and services to market. Sharpening our client focus. Disrupting the market to exceed expectations. Innovating across a range of specialisms. With our focus on making a difference to our people, our planet and our society, you’ll experience more here than you would at most other companies. Prepare to accelerate.

We’re a people-powered business with a vision to inspire a new era of service-led FinTech. We’re expanding globally and offering more to our clients. This means you get more opportunities to grow with us. So prepare to accelerate. We’ll make sure the time and effort you put in takes you further, faster.

Positive change starts with you. We’re a people-powered business with a vision to inspire a new era of service-led FinTech. We’re expanding globally and offering more to our clients. This means you get more opportunities to grow with us. So prepare to accelerate. We’ll make sure the time and effort you put in takes you further, faster.

The journey is yours to own. When you stretch yourself, you grow. We want you to explore ways of working that will see you thrive as part of something bigger. We’ll help you with a solid structure, challenging projects, vibrant networks, supportive colleagues and approachable leaders. All the things you need to own your unique journey.

Find out more about us

AI Infrastructure and Data Sr. Associate