Machine Learning Developer
Greenlee Textron Inc
Napoca, Cluj, Cluj, Romania
4 zile în urmă

Description

The Data Analytics and Automation team within Emerson Commercial and Residential Solutions Europe is passionate about using data to solve real-world problems in areas such as human comfort, food quality, and energy efficiency.

In support of our mission to enhance decision making for improved business results, you will be using a mix of analytics, machine learning, data engineering, and automation to build cutting-edge solutions that tackle some of our customer’s toughest challenges.

Specifically, you will contribute to the development of end-to-end machine learning solutions by working on problem scoping, requirements gathering, data integration, model development, training, deployment, and iterative enhancement.

If this sounds like an interesting opportunity to you, then join our team in Cluj-Napoca, Romania!

IN THIS ROLE YOU WILL :

  • Partner with Product, Solutions Development, Engineering, and Operations teams to understand, scope, and solve real-world business challenges, identify underlying trends, and highlight opportunities for business development
  • Design, implement, and improve the underlying infrastructure and associated data pipelines moving data from various source systems into our hybrid data store (SQL Server and Snowflake) using resilient, scalable, and efficient ETL processes
  • Develop, test, deploy, maintain, and augment machine learning models that address the given business problem using clearly defined deliverables in the context of the chosen hypotheses
  • Use knowledge of quantitative analysis, data mining, and data visualization to understand the story behind the data and describe how our products interact with external systems in customer production environments
  • Develop new tools and systems facilitating ease of access and consumption of data to end users
  • FOR THIS ROLE YOU WILL NEED :

  • Bachelor's degree in Computer Science, Statistics, Engineering, or equivalent work experience
  • 2+ years of relevant work experience with machine learning software development and working with architectures supporting machine learning solutions
  • 2+ years of experience working with cloud data warehouses (Snowflake, Azure, Redshift, BigQuery, etc.) as well as with SQL databases
  • Strong Python software development skills with a focus on data analysis, visualization, and machine-learning libraries
  • Fundamental understanding of machine learning algorithms with a focus on their strengths and weaknesses. Advanced understanding of underlying mathematical concepts (linear algebra, statistics, group theory, etc.
  • would be highly beneficial.

  • Strong written and verbal communication skills
  • IDEALLY YOU WOULD ALSO HAVE :

  • Master’s degree / Ph.D. in Computer Science, Math, Statistics, or other quantitative degrees
  • Hands-on experience building, deploying, and improving machine learning models and algorithms using software applications designed for real world products
  • Research or industry experience in one or several of the following areas : Artificial Intelligence, Machine Learning, Deep Learning, Full-Stack Development, Application security, Problem and Incident Management
  • Proficiency with Python and experience with statistical tools such as R, Matlab, Stata, etc.
  • Experience developing deep learning models using Keras, Tensorflow, or PyTorch
  • Proficient written and verbal communication skills used to synthesize key information and communicate critical and action-oriented information to business stakeholders
  • WHO YOU ARE :

    You are passionate about making an impact and always act with integrity. You continuously push yourself to achieve new goals and are not afraid to question the status quo by proposing creative solutions to some of the toughest problems where precedence may not even exist.

    OUR OFFER TO YOU :

    By joining Emerson as a Machine Learning Developer , you will be working at the heart of our business. This means that the skills and business insight gained can serve as an invaluable foundation toward developing your career within our global organization.

    We offer plentiful opportunities for advancement and support this through our formal personal development planning process.

    Our on-boarding program uses a blended learning approach to get you up and running as quickly as possible. You benefit from Emerson certified trainers with extensive knowledge of our customers, products and applications.

    Our global Women in STEM initiative gives you the opportunity to connect with local peers that share the same interest, to promote the diversity & inclusion and early STEM education and to benefit from professional development to access leadership opportunities.

    Also, we are committed to maintaining a partnership with the Society of Women Engineers (SWE).

    Our inclusive company culture celebrates the unique perspectives, diversity of thoughts, and exceptional innovation that come to life when we actively seek to hire and develop the best, brightest team members from all backgrounds.

    These unique points of view help foster fresh thinking and new ideas, ensuring our continued success into the future.

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