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Delivery Lead AI Data

3 months ago

Bangalore, India HPE Full time
Delivery Lead AI Data

  

This role has been designed as âHybridâ with an expectation that you will work on average 2-3 days per week from an HPE office.

Who We Are:

Hewlett Packard Enterprise is the global edge-to-cloud company advancing the way people live and work. We help companies connect, protect, analyze, and act on their data and applications wherever they live, from edge to cloud, so they can turn insights into outcomes at the speed required to thrive in todayâs complex world. Our culture thrives on finding new and better ways to accelerate whatâs next. We know diverse backgrounds are valued and succeed here. We have the flexibility to manage our work and personal needs. We make bold moves, together, and are a force for good. If you are looking to stretch and grow your career our culture will embrace you. Open up opportunities with HPE.

Job Description:

   

HPE Services is our innovative IT services organization. It provides the expertise to advise, integrate, and accelerate our customersâ outcomes from their digital transformation. Our teams collaborate to transform insight into innovation. In todayâs fast paced, hybrid IT world, being at business speed means overcoming IT complexity to match the speed of actions to the speed of opportunities. Deploy the right technology to respond quickly to market possibilities. Join us and redefine whatâs next for you.

What youâll do:

Responsibilities

Solution Design and Architecture

Design and architect end-to-end data science solutions that align with business objectives and technical requirements.

Develop scalable and maintainable data science workflows, including data ingestion, preprocessing, modeling, and deployment.

Ensure the integration of data science solutions with existing systems and platforms.

Technical Leadership

Provide technical leadership and guidance to data scientists, data engineers, and other stakeholders.

Stay updated with the latest advancements in data science, machine learning, and AI technologies, and apply them to improve solution designs.

Project Management

Lead the planning, execution, and delivery of data science projects, ensuring they are completed on time and within budget.

Collaborate with project managers to define project scope, milestones, and deliverables.

Monitor project progress and provide regular updates to stakeholders.

Data Strategy and Governance

Define data strategy and governance frameworks to ensure data quality, security, and compliance.

Establish best practices for data management, including data acquisition, storage, and processing.

Collaboration and Communication

Work closely with business stakeholders to understand their needs and translate them into technical requirements.

Communicate complex technical concepts to non-technical stakeholders in a clear and concise manner.

Foster a collaborative environment to facilitate knowledge sharing and innovation.

Solution Implementation and Deployment

Oversee the implementation of data science solutions, including the development and deployment of machine learning models.

Ensure solutions are robust, scalable, and perform well in production environments.

Conduct code reviews and ensure adherence to coding standards and best practices.

Performance Optimization and Troubleshooting

Optimize the performance of data science solutions, including model accuracy, computational efficiency, and resource utilization. Improve efficiency by creating repeatable and reusable modules

Troubleshoot and resolve technical issues related to data science solutions.

Technical Skills

Strong programming skills in languages such as Python, R, or Scala.

Expertise in machine learning frameworks and libraries (e.g., TensorFlow, PyTorch, scikit-learn).

Proficiency in data manipulation and analysis using SQL and data processing tools (e.g., Apache Spark, Hadoop).

Experience with cloud platforms (e.g., AWS, Azure, Google Cloud) and containerization technologies (e.g., Docker, Kubernetes).

Programming Languages

Strong programming skills in languages such as Python, R, or Scala.

Machine Learning Frameworks and Libraries

Expertise in machine learning frameworks and libraries (e.g., TensorFlow, PyTorch, scikit-learn).

Generative AI (GenAI)

Experience with Generative AI models (e.g., GPT, BERT, DALL-E) and frameworks (e.g., Hugging Face Transformers, OpenAI GPT-3).

Knowledge of fine-tuning GenAI models for specific tasks and industries.

Ability to design and implement GenAI solutions for various applications such as text generation, image generation, and conversational AI.

Familiarity with techniques for training and deploying GenAI models.

Experience in leveraging GenAI for tasks such as automated content creation and data augmentation.

MLOps

Proficiency in MLOps practices, including model deployment, monitoring, and continuous integration/continuous deployment (CI/CD) for machine learning models.

Experience with MLOps tools and platforms (e.g., MLflow, Kubeflow, TFX).

Data Manipulation and Analysis

Proficiency in data manipulation and analysis using SQL and data processing tools (e.g., Apache Spark, Hadoop).

Cloud Platforms

Experience with cloud platforms (e.g., AWS, Azure, Google Cloud) and their data science and machine learning services.

Understanding of cloud infrastructure and services for scalable AI deployments.

Containerization and Orchestration

Proficiency in containerization technologies (e.g., Docker) and orchestration tools (e.g., Kubernetes) for deploying and managing data science solutions.

Big Data Technologies

Experience with big data technologies (e.g., Apache Kafka, Apache Flink) for handling and processing large datasets.

What you need to bring:

    • Bachelor's degree in Computer Science, Engineering, or related field. Master's degree preferred
    • 11+ years of progressive experience in Infrastructure, Cloud Technologies, Programming, Data Engineering, and Artificial Intelligence.
    • Proven track record in executive-level communication and stakeholder management.
    • Strong leadership and team-building skills.
    • Expertise in solution architecture and system design, while having hands-on experience
    • Exceptional problem-solving and analytical abilities

Additional Skills:

Accountability, Accountability, Action Planning, Active Learning, Active Listening, Bias, Business Growth, Business Planning, Coaching, Commercial Acumen, Creativity, Critical Thinking, Cross-Functional Teamwork, Customer Experience Strategy, Customer Solutions, Data Analysis Management, Data Collection Management, Data Controls, Design Thinking, Empathy, Follow-Through, Growth Mindset, Intellectual Curiosity, Long Term Planning, Managing Ambiguity {+ 5 more}

What We Can Offer You:

Health & Wellbeing

We strive to provide our team members and their loved ones with a comprehensive suite of benefits that supports their physical, financial and emotional wellbeing.

Personal & Professional Development

We also invest in your career because the better you are, the better we all are. We have specific programs catered to helping you reach any career goals you have â whether you want to become a knowledge expert in your field or apply your skills to another division.

Diversity, Inclusion & Belonging

We are unconditionally inclusive in the way we work and celebrate individual uniqueness. We know diverse backgrounds are valued and succeed here. We have the flexibility to manage our work and personal needs. We make bold moves, together, and are a force for good.

Let's Stay Connected:

Follow @HPECareers on Instagram to see the latest on people, culture and tech at HPE.

#india#servicesandsupport

Job:

Services

Job Level:

Expert

    

HPE is an Equal Employment Opportunity/ Veterans/Disabled/LGBT and Affirmative Action employer. We are committed to diversity and building a team that represents a variety of backgrounds, perspectives, and skills. We do not discriminate and all decisions we make are made on the basis of qualifications, merit, and business need. Our goal is to be one global diverse team that is representative of our customers, in an inclusive environment where we can continue to innovate and grow together. Please click here: Equal Employment Opportunity.

Hewlett Packard Enterprise is EEO F/M/Protected Veteran/ Individual with Disabilities.

   

HPE will comply with all applicable laws related to employer use of arrest and conviction records, including laws requiring employers to consider for employment qualified applicants with criminal histories.