Solution Architect - AI Solution Architect

Capgemini

  • Atlanta, GA
  • Permanent
  • Full-time
  • 1 month ago
About the job you’re consideringJob Title: AI Architect GeneralJob Summary: Capgemini is seeking a highly skilled AI/ML engineer with deep expertise in cloud-based AI/ML products, data engineering, and software development to join our dynamic team. In this role, you will design and optimize relational, dimensional, or NoSQL database schemas, providing detailed solution specifications (time, cost, efforts). You will also guide the design, development, and modification of integrated solutions, analyzing technology stacks and assessing implementation gaps. This role involves collaborating with multi-functional teams to integrate AI solutions into various applications used in functional areas such as Accounting and Finance, Supply Chain, Contact Center, Marketing, and People Operations.Key Responsibilities:
  • Design and Development:
o Lead the architectural design and development of AI/ML models and integrated solutions.
o Enhance the design and user experience to ensure intuitive and efficient interaction with AI solutions.
  • Innovation and Improvement:
o Identify and implement innovative solutions to improve the functionality and user engagement of AI models.
o Stay updated with the latest trends and technologies in AI, data analytics, and user experience.
  • Stakeholder Collaboration:
o Collaborate with data scientists, analysts, and stakeholders to understand their needs and translate them into technical requirements.
o Drive a compelling narrative for the value proposition of AI solutions, highlighting their impact on operational success.
  • Project Management:
o Document infrastructure design components and connectivity.
o Oversee the project lifecycle, from initial concept to deployment and ongoing support.Requirements:
  • Technical Expertise:
o 5-7 years of ML application development and deployment, capable of designing, implementing, and maintaining AI applications.
o 3-5 years of hands-on Python experience with the ability to quickly and comfortably deliver ML code in Python.
o 3-5 years of Exploratory Data Analysis with text/unstructured data, data labeling, and tokenization.
o 2-5 years of building infrastructure for data extraction, transformation, and loading using SQL and cloud big data technologies.
o 2-3 years of experience with NLP, transformers, and encoding techniques.
o 1-2 years of API development for ML/deep learning on cloud platforms.
o Proficient in data access, governance, network, and application security.
o Experience with vector databases and cloud services (EC2, S3, RDS, DocumentDB, Glue, Sagemaker, Sagemaker Jumpstart, Bedrock AI).
o Experience with Sagemaker Studio, Sagemaker Jumpstart, EC2, EKS, Redshift, RDS, DocumentDB.
o Experience with PyTorch and deep learning ML libraries.
  • Communication and Collaboration:
o Excellent problem-solving skills and the ability to work independently and as part of a team.
o Excellent communication and presentation skills.
o Ability to work collaboratively with cross-functional teams and stakeholders.Preferred Skills:
  • Knowledge of user experience (UX) design principles.
  • Familiarity with agile project management methodologies.
  • Experience in driving value propositions and business narratives.
In a world where change happens in a split second, our clients must master the art of balancing business transformation with operational excellence and cost reduction to protect their market leadership and safeguard their workforce.They need the best and brightest talent to limit business disruption and foster future growth, all while striving to realize a new normal. In this context, it’s our people within Insights & Data that are the core enablers to support our clients in their growth journeys. To give our clients our best and brightest, we pride ourselves on being a fast-paced, fun, ethical place to work, where the “work hard, play hard” mentality holds true. Even more important is our clear commitment to creating a diverse workforce in all areas. In fact, for the ninth time in a row, Capgemini has been recognized as one of the World’s Most Ethical Companies by the Ethisphere Institute. In addition, we’ve been recognized as a top company for women by Working Mother Media.Capgemini’s Insights & Data Americas practice is comprised of professionals with data, analytics, and AI expertise, covering the full data- and AI-powered transformation lifecycle. Our people extend into all industries we conduct work with our clients in the areas of; data science, data engineering, data strategy, intelligent process automation, data ecosystems, intelligent industry/IoT, enterprise management, customer-first marketing, and data partnerships/disruptors (such as SAP, Microsoft, Google, AWS, Snowflake, Oracle, Adobe, etc.).We do great work at I&D that is at the forefront of innovation. We pride ourselves as an inclusive, talented, and accomplished workforce, so please contact us to explore your fit with us.Life at CapgeminiCapgemini supports all aspects of your well-being throughout the changing stages of your life and career. For eligible employees, we offer:
  • Flexible work
  • Healthcare including dental, vision, mental health, and well-being programs
  • Financial well-being programs such as 401(k) and Employee Share Ownership Plan
  • Paid time off and paid holidays
  • Paid parental leave
  • Family building benefits like adoption assistance, surrogacy, and cryopreservation
  • Social well-being benefits like subsidized back-up child/elder care and tutoring
  • Mentoring, coaching and learning programs
  • Employee Resource Groups
  • Disaster Relief
About CapgeminiCapgemini is a global business and technology transformation partner, helping organizations to accelerate their dual transition to a digital and sustainable world, while creating tangible impact for enterprises and society. It is a responsible and diverse group of 340,000 team members in more than 50 countries. With its strong over 55-year heritage, Capgemini is trusted by its clients to unlock the value of technology to address the entire breadth of their business needs. It delivers end-to-end services and solutions leveraging strengths from strategy and design to
engineering, all fueled by its market leading capabilities in AI, generative AI, cloud and data, combined with its deep industry expertise and partner ecosystem. The Group reported 2024 global revenues of €22.1 billion.Get the future you want |DisclaimerCapgemini is an Equal Opportunity Employer encouraging diversity in the workplace. All qualified applicants will receive consideration for employment without regard to race, national origin, gender identity/expression, age, religion, disability, sexual orientation, genetics, veteran status, marital status or any other characteristic protected by law.This is a general description of the Duties, Responsibilities and Qualifications required for this position. Physical, mental, sensory or environmental demands may be referenced in an attempt to communicate the manner in which this position traditionally is performed. Whenever necessary to provide individuals with disabilities an equal employment opportunity, Capgemini will consider reasonable accommodations that might involve varying job requirements and/or changing the way this job is performed, provided that such accommodations do not pose an undue hardship.Capgemini is committed to providing reasonable accommodations during our recruitment process. If you need assistance or accommodation, please reach out to your recruiting contact.Please be aware that Capgemini may capture your image (video or screenshot) during the interview process and that image may be used for verification, including during the hiring and onboarding process.Click the following link for more information on your rights as an ApplicantApplicants for employment in the US must have valid work authorization that does not now and/or will not in the future require sponsorship of a visa for employment authorization in the US by Capgemini.

Capgemini