Data and AI Consultant/Architect
ApTask
2024-11-05 15:37:29
Charlotte, North Carolina, United States
Job type: fulltime
Job industry: Construction
Job description
About Client:
The Client is a renowned multinational technology company which has grown to become one of the world's most influential and successful companies in the field of software development, computer hardware, and related services.
The Client's primary focus revolves around developing, manufacturing, and licensing a wide range of software products, including the globally recognized operating system, Windows. It has released several versions of Windows, catering to both personal computers and servers, which have become integral to the functioning of millions of devices worldwide.
Apart from Windows, client offers an extensive portfolio of software applications and tools for both individuals and enterprises.
Moreover, client has a substantial presence in the field of artificial intelligence (AI) and research, working on projects like the development of conversational AI agents, natural language processing, and machine learning technologies.
Rate Range: $100-$120/Hr
Job Description:
2+ years of SQL Server or advanced database or advanced analytics experience
3+ years of technical expertise in an enterprise environment
Deep technical or architectural knowledge of at least 2 of the following areas preferred:
Database administration (preferably with SQL, including Azure SQL) - performance tuning, troubleshooting, high availability/disaster recovery, security
Database development (preferably with SQL, including Azure SQL) - designing and building database solutions (tables, stored procedures, forms, queries, etc.)
Business intelligence - combining knowledge of SSIS/SSAS/SSRS/Power BI technologies with a deep understanding of data structures/data models to design, develop, and tune BI solutions and reports
Advanced data analytics - designing and building solutions using technologies such as Azure Data Factory, Azure Data Lake, HD Insights, SQL DWH, Stream Analytics, Machine Learning, R Server, Synapse, Azure Machine Learning (AML), Azure Kubernetes Service (AKS) for model deployments, Vector and Retrieval-Augmented Generation (RAG) implementation
Big Data implementation - using Open Source and NoSQL technologies such as Databricks, Spark, Spark Streaming, Kafka, Storm, Zeppelin, Scala, Software development, Hadoop Hive, Hadoop Map Reduce, Hadoop Clusters, Cosmos DB, Azure Data Lake Storage (ADLS)
Data Governance and Security - using tools such as Purview to manage data governance and ensure data security
Azure AI Services - implementing solutions using a range of Azure AI services, including:
Azure Cognitive Services - integrating pre-built APIs for vision, speech, language, and decision-making capabilities
Azure Bot Services - developing intelligent chatbots that can engage with users across multiple channels
Azure Machine Learning (AML) - building, training, deploying, and operationalizing machine learning models, including monitoring and maintaining models in production
Azure Form Recognizer - extracting information from documents
Azure Language Understanding (LUIS) - creating natural language understanding capabilities
Azure Cognitive Search - implementing AI-powered search capabilities
Azure Personalizer - providing personalized user experiences
Azure Metrics Advisor - monitoring and diagnosing issues in time-series data
Responsible AI - ensuring AI models are built and used ethically, addressing fairness, transparency, accountability, and security
Prompt Engineering - designing and refining prompts for AI models to improve response quality and relevance
OpenAI Experience - working with OpenAI models and APIs to create advanced AI solutions
Application Development - using Python, Flask, and App Service Environment for building and deploying applications
Infrastructure as Code - using Bicep for Azure infrastructure deployment
DevOps - implementing CI/CD pipelines using Azure DevOps, Git
Understanding Network Requirements - ensuring solutions meet the necessary network configurations and bandwidth requirements
Security Requirements - implementing robust security measures to protect data and applications
Performance Optimization - optimizing the performance of data pipelines and Spark applications to ensure efficiency and scalability
Delta Sharing - implementing secure and scalable data sharing across organizations using Delta Sharing
Unity Catalog - managing and securing data lakes with Unity Catalog for centralized governance and auditing
Additional Qualifications:
B.S./B.A. or equivalent work experience combined with relevant industry experience in a consulting role
Ability to travel domestically and internationally and work with diverse cultures and customers; able to obtain a valid passport within 90 days of joining the team
Fluency in written and spoken English and local language if applicable; ability to speak other languages is a plus
Ability to communicate with a variety of different audiences and strong presentation skills
Ability to lead and motivate technical communities
Ability to effectively recognize and adapt to change
Ability to quickly grasp customers' business challenges and drive positive change
For Solution Architect
Provide technical oversight
Verify that Microsoft-recommended practices are being followed
Take responsibility for overall solution design
Help evaluate the implications of trade-off decisions
Capture key architecture decisions
Effectively communicate, collaborate, and align with relevant IT and business stakeholders
Provide technical oversight and governance
About ApTask:
ApTask is a leading global provider of workforce solutions and talent acquisition services, dedicated to shaping the future of work. As an African American-owned and Veteran-certified company, ApTask offers a comprehensive suite of services, including staffing and recruitment solutions, managed services, IT consulting, and project management. With a focus on excellence, collaboration, and innovation, ApTask provides unparalleled opportunities for professional growth and development. As a member of the ApTask team, you will have the chance to connect businesses with top-tier professionals, optimize workforce performance, and drive success across diverse industries. Join us at ApTask and be part of our mission to empower organizations to thrive while fostering a diverse and inclusive work environment.
Applicants may be required to attend interviews in person or by video conference. In addition, candidates may be required to present their current state or government issued ID during each interview.
Candidate Data Collection Disclaimer:
At ApTask, we prioritize safeguarding your privacy. As part of our recruitment process, certain Personally Identifiable Information (PII) may be requested by our clients for verification and application purposes. Rest assured, we strictly adhere to confidentiality standards and comply with all relevant data protection laws. Please note that we only collect the necessary information as specified by each client and do not request sensitive details during the initial stages of recruitment.
If you have any concerns or queries about your personal information, please feel free to contact our compliance team at