AI/ML Architect

Ionidea
Reston, VA Full Time
POSTED ON 5/29/2024 CLOSED ON 6/4/2024

What are the responsibilities and job description for the AI/ML Architect position at Ionidea?

Job Details

Job Description
As an Applied AI/ML Architect, you will be responsible for leading architectural decisions for the Cloud, Data and Infrastructure Architecture Portfolio. You must have a deep understanding of technical architecture and have implemented AI/ML solutions in a cloud environment. Knowledge of industry best practices around enterprise AI/ML adoption, security, architectures, and patterns. Exposure and a good understanding of the Data Architecture principles (such as data mesh, knowledge graph, data ontology) is a plus. Technical experience with multi-cloud environments (AWS, Azure, Google Cloud Platform) is a plus. Strong interpersonal communications skill is required.

THE IMPACT YOU WILL MAKE will offer you the flexibility to make each day your own, while working alongside people who care so that you can deliver on the following responsibilities:
Position yourself as a trusted advisor to business teams and partner with them to understand their requirements for cloud implementations Provide recommendations to clients with respect to AI/ML implementations and prepare technical implementation roadmaps for adoption Create application architecture, data architecture, deployment architectures, functional design specifications and assist with other project deliverables as needed.
Design state-of-the-art AI/ML solutions that address customers requirements for function, scalability, reliability, security, and performance Collaborate with other project teams and other laterals such as Information Security, Compliance, Controls etc. on architectural solutions.

Qualifications
Should have a bachelor s degree in computer science or related field. Master s degree is preferred or equivalent Desired Experiences 8 years of progressive hands-on experience in AI/ML application development with 5-6 years of AI/ML solution architecture, systems architecture and engineering, analysis, and applications programming in AI related discipline. Technical team leadership role is preferred A minimum of 5 years experience in working with a cloud provider (AWS or Azure) Exposure to large scale ML systems design and deployment AI/ML relevant AWS Professional Certification is preferred

Required Skills
Proven track record of implementing machine learning solutions, AI services and statistical analysis related projects in production Deep understanding of GenAI models (GPT, LLAMA 3 etc.) Technical leadership with analytical, problem solving and communication skills Familiarity with cloud AI/ML platform offerings, features Applied knowledge of Gen AI. Understanding of AI services for speech, vision, and text.
Machine learning background with algorithms Expertise in MLOps and DataOps lifecycles and engineering implementation in enterprise Fluency with Python (AI/ML specific packages, libraries), Spark or R (optional)

Soft skills:
Strong ability in communicating in writing or verbally, copywriting, planning and distributing communication, etc.
Skilled in creating visual concepts, creating content, and editing content by hand or with the help with computer software to communicate ideas.
Working with people with different functional expertise respectfully and cooperatively to work towards a common goal.
Influencing including negotiating, persuading others, facilitating meetings, and resolving conflict.
Skilled in presenting information and/or ideas to an audience in a way that is engaging and easy to understand.
Experience identifying and selecting strategic options, and identifying resources to meet the defined objectives Tools Relationship Management including managing and engaging stakeholders, customers, and vendors, building relationship

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