Machine Learning Engineer - Product Development

  • AVEVA Software
  • Cambridgeshire, UK
  • 28/01/2020
Full time Data Engineering Machine Learning Data Analytics Big Data

Job Description

Location : SB-Cambridge - Science Park, United Kingdom

Contract Type : Full Time Permanent

About our Opportunity :
Are you ready to join the global leader in engineering and industrial software? You’ll be part of a team that drives digital transformation to over 16,000 customers across the globe and strives for excellence every day.

There are 4,700 of our people in more than 40 countries who challenge themselves and each other to create and improve the transformative technology our customers need. With our help, industries across the world can make a positive difference to the lives of people everywhere.

We take pride in our core values and the diversity of our people, valuing the unique experience and expertise that people from different backgrounds bring to our business. At AVEVA, we’re all about Limitless possibilities. Are you?

About AVEVA
AVEVA is a global leader in engineering and industrial software driving digital transformation across the entire asset and operational life cycle of capital-intensive industries.

Overview
The company’s engineering, planning and operations, asset performance, and monitoring and control solutions deliver proven results to over 16,000 customers across the globe. Its customers are supported by the largest industrial software ecosystem, including 4,200 partners and 5,700 certified developers. AVEVA is headquartered in Cambridge, UK, with over 4,400 employees at 80 locations in over 40 countries.
At AVEVA we help our users to make better decisions in Supply Chain operations. Our tools optimize the use of natural resources, allow efficient collaboration and maximize equipment utilization. We do that by embedding AI in the core of our decision making and provide reliable, safe and optimal solution recommendations.
Our AI-based system is disrupting the market and revolutionizing the way users interact with decision support tools.
We are looking for an experienced Machine Learning Engineer who has a practical orientation, likes building things and gets a kick out of seeing them working. This person will join a talented and motivated team, develop AI-based algorithms, focus on further deepening our technological approach and incorporating that work into our products.

Principal Accountabilities:

  • Conducting the experiment and building rapid prototypes of new research ideas
  • Keeping track of the recent advances in AI/ML field and their potential applications to our domain
  • Working as part of an Agile team focusing on productization of ideas
  • Designing, implementing and deploying machine learning models
  • Working very closely with the Product Management team on creating solution ideas for the customer problems
  • When necessary interacting with internal stakeholders and probably customers and clearly communicating our approach

Knowledge, Skills & Experience Required

  • Advanced degree (Masters or PhD) in Computer Science/Mathematics/Physics
  • Hands-on experience with building and deploying ML models (including Deep Learning) with TensorFlow and/or PyTorch
  • Strong software design and implementation skills (C++ and/or Python)
  • Strong interest in and knowledge of Reinforcement Learning will be an advantage
  • Background in Optimization and Operations Research is desirable
  • Ability to create visualizations and communicate technical findings to the broader team


AVEVA is an Equal Opportunity Employer and we take pride in the diversity of our employees, valuing the special experience and expertise that people from different backgrounds bring to our business. The ability to develop ground-breaking technologies is one of our key assets and our people make it happen.

Come and join AVEVA to create the transformative technology that enables our customers to engineer a better world.

Concerning agencies: Aveva does not accept unsolicited resumes and will not be responsible for fees related to such.

How to Apply:

AVEVA welcomes all applicants regardless of gender, sexual orientation, marital/civil partnership status, race, religion and belief, disability or age.