AIML Platform Infrastructure Expert
2 weeks ago
Innova Solutions is seeking a dedicated AIML Platform Infrastructure Subject Matter Expert to enhance our team.
Role Type:
Full-time
Contract Duration:
Months
Location:
Remote
Key Responsibilities:
- Design and lead the architecture for AIML and NLP platforms within a modern hybrid cloud environment.
- Engage in daily standups for infrastructure and platform teams, offering architectural solutions for both public and private cloud settings while addressing technical challenges.
- Collaborate closely with engineering strategy, platform engineering, and development teams to ascertain infrastructure needs and oversee the delivery of AIML and GENAI solutions to cloud platforms.
- Guide teams in researching and proposing resilient and fault-tolerant infrastructure solutions tailored for AIML and GENAI workloads.
- Establish and manage infrastructure and platform roadmaps that align with overarching technology and business strategies.
- Conduct hardware and capacity planning, analysis, and forecasts for application portfolios, emphasizing high availability, scalability, and performance.
- Provide expert guidance on infrastructure and platform matters to product and business partners.
- Investigate industry best practices, assess new technologies, and recommend innovative solutions that bolster automation and enhance platform resilience.
- 3+ years of experience in designing and implementing grid/cluster computing infrastructure with CPU and GPUs for AIML and NLP workloads.
- 3+ years of experience with Azure and/or GCP/GKE, including experience in programmatically building complex infrastructure using IaC tools (Terraform/Ansible, etc.).
- 1+ years of experience in designing solutions with high-performance storage technologies, including Object Storage.
- 2+ years of experience supporting network infrastructure for high throughput and low latency High Performance Computing (HPC).
- 2+ years of experience with Elastic Search.
- 1+ years of experience with big data technologies (Big Query).
- Familiarity with API development using Python.
- Strong understanding of cloud computing concepts such as Virtual Private Cloud (VPC), landing zones, Identity and Access Management (IAM), and App Service Environment.
- Excellent communication skills, both verbal and written, with the ability to convey technical solutions to diverse audiences.
- Proven ability to influence management on technical or business solutions.
- Experience with CI/CD, DevOps methodologies, and SRE principles.
- 1+ years of experience in LLM and Generative AI (development or operations).
- Experience in API development on GCP/Azure/API Gateways.
- Familiarity with data processing technologies (e.g., Apache Spark).
- Experience with data virtualization technologies (e.g., Tibco DV, Dremio).
- Understanding of Agile practices and experience working with Agile teams to define and track user stories.
- Experience in designing and implementing complex load balancer technologies.
- Knowledge of cloud computing, PaaS design principles, microservices, and Kubernetes containers.
- Cloud certifications in Kubernetes, GCP, and Azure are preferred.
- Pay Range: $75/hr to $100/hr on W2, based on various factors including education, experience, and specific job duties.
- Benefits: Medical & pharmacy coverage, Dental/vision insurance, 401(k), Health savings account (HSA), Flexible spending account (FSA), Life Insurance, Pet Insurance, Short-term and Long-term Disability, Accident & Critical illness coverage, Pre-paid legal & ID theft protection, Sick time, and other paid leaves as required by law.
Founded in 1998 and headquartered in Atlanta, Georgia, Innova Solutions employs approximately 50,000 professionals globally and generates nearly $3 Billion in annual revenue. Through our global delivery centers, we provide strategic technology and business transformation solutions to our clients, enabling them to excel in their respective fields.
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