AI Solutions architect

1 day ago

Stockholms kommun, Sweden Capgemini Full time

As an AI/ML Solution Architect, you will be responsible for designing and overseeing the architecture of AI and machine learning solutions. You will work closely with data scientists, engineers, and business stakeholders to ensure that our AI/ML initiatives are scalable, robust, and aligned with business objectives. Your expertise in machine learning, deep learning, natural language processing (NLP), and generative AI will be crucial in guiding the development and deployment of advanced AI solutions.

Your responsibilities include:

  1. Design and architect end-to-end AI/ML solutions that meet business requirements and technical specifications.
  2. Develop and implement scalable machine learning and deep learning models, ensuring they integrate seamlessly into existing systems.
  3. Create architectures for NLP applications, including text processing, sentiment analysis, named entity recognition, and language modelling.
  4. Leverage generative AI and large language models (LLMs) to develop innovative applications.
  5. Collaborate with data engineers to design data pipelines and ensure data quality and accessibility.
  6. Provide technical leadership and guidance to data scientists and engineers throughout the development lifecycle.
  7. Evaluate and select appropriate AI/ML tools, frameworks, and technologies to meet project needs.
  8. Ensure best practices in AI/ML model development, including versioning, testing, and validation.
  9. Stay updated with the latest advancements in AI/ML technologies and incorporate them into architectural designs.
  10. Communicate complex AI/ML concepts and solutions effectively to non-technical stakeholders.

About GIT:
Group IT is an internal Capgemini function that delivers a comprehensive portfolio of technology services to the entire Capgemini Group. We look after more than 360,000 employees in countries and continents across the world, around the clock. We work with a wide variety of business lines, each requiring specific IT solutions and support. With people from a diverse range of cultures, all collaborating to achieve a common set of goals.

Qualifications:

  1. Bachelor's or Master's degree in Computer Science, Data Science, Engineering, or a related field.
  2. Proven experience (8+ years) in designing and implementing AI/ML solutions, with a strong focus on machine learning, deep learning, NLP, and generative AI.
  3. Extensive experience with machine learning algorithms, model development, and deployment.
  4. Proficiency in deep learning frameworks such as TensorFlow, PyTorch, and Keras.
  5. Strong expertise in NLP techniques and tools, including experience with LLMs like Gemini, GPT, BERT, etc.
  6. Experience with cloud platforms (AWS, GCP, Azure) and their AI/ML services.
  7. Knowledge of big data technologies and tools such as Hadoop, Spark, and Kafka.
  8. Proficiency in programming languages such as Python, R, and Java.
  9. Excellent problem-solving skills and the ability to design robust, scalable AI/ML architectures.
  10. Strong communication skills, with the ability to present technical concepts to both technical and non-technical audiences.
  11. Experience in leading and mentoring technical teams.

Preferred Qualifications:

  1. Experience with MLOps practices and tools for continuous integration and deployment of machine learning models.
  2. Familiarity with data visualization tools such as Looker, Tableau, Power BI, or similar.
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