Job Description

Machine Learning Engineer







This role has been designated as xe2x80x98Hybridxe2x80x99 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 todayxe2x80x99s complex world. Our culture thrives on finding new and better ways to accelerate whatxe2x80x99s 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. :
Intermediate to Senior About the Company Aruba, a Hewlett Packard Enterprise company and global leader in networking products and services, acquired local startup Cape Networks in 2018. As Cape Networks, we had a big vision: to improve the way the Internet works for everyone. We built a small team of skilled engineers and designers in Cape Town and a product that won us Best Startup of the year from Wi-Fi NOW. Today, our product is the fastest growing in the Aruba portfolio and our Cape Town-based team is recognized as being at the leading edge of design thinking and execution. What do we do? Our product gives IT managers insight into how their users are experiencing Wi-Fi, network, and application performance, and helps them fix problems before users complain. Other performance tools are complex and intimidating, built by network engineers for network engineers; ours is beautiful and simple, and our customers love it. Our sensor hardware is a delight to install and our software is easy and fun to use. Our product is used in offices, universities, banks, hotels, airports, stadiums, retail stores, and more - every business with Wi-Fi is a potential customer that we can help. We design all our own hardware and software in Cape Town. Our software systems are built entirely in-house using Python, React, Postgres, Clickhouse, a variety of AWS services, and other technologies. We are truly a full stack company, with a great set of technical challenges to work on. How you will make your mark:

• Design, build, train, evaluate, deploy, and monitor statistical and machine learning models for the Aruba UXI product
• Work with developers, engineers, product managers and cross-enterprise data science teams to build machine learning and AI-Ops capabilities that our customers need
• Identify and communicate opportunities to product and engineering stakeholders and drive selected opportunities to production
• Provide data curation, visualization, analysis and modelling support for business
• Designs enhancements, updates, and develops changes for subsystems and systems.
• Writes and executes complete testing plans, protocols, and documentation for architecture.
• Provides guidance and mentoring to less- experienced staff members.

About you;

• Preferred Masters degree in a scientific, technical or numerical discipline
• 5+ years of experience
• 2+ years using Python
• Proficient in Python and the Python numerical stack (Numpy, Pandas, Sklearn, Matplotlib, etc)
• Ability to work with multiple data sources to retrieve, combine, clean and preprocess data for modeling
• Experience in building statistical or machine learning models
• Ability to explain models and highlight their advantages and limitations
• Ability to work with developers to deploy models in production
• Experience in developing, deploying and supporting SOA/microservices.
• Excellent written and verbal communication skills.
• Strong analytical and problem-solving skills.
• Our systems use the following technologies, so experience with the following is beneficial but not essential:
  • AWS (EC2, S3, Kinesis, RDS, Route53, DynamoDB)
  • Google cloud platform
  • Clickhouse
  • Python frameworks (Django, Flask, FastAPI, SQLAlchemy)
  • Design and optimization of relational databases
  • Design and implementation of RESTful APIs and microservices
  • Terraform
  • Kubernetes

#southafrica #aruba






Additional Skills: Cross Domain Knowledge, Design Thinking, Development Fundamentals, Full Stack Development, Release Management, Security-First Mindset, User Experience (UX)
















































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 xe2x80x94 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. #southafrica #aruba Job: Engineering Job Level: Specialist
























































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.