EATON

Senior Data Scientist

Job description

Job Summary

Eaton Corporation’s Center for Intelligent Power has an opening for a Senior Data Scientist who is passionate about his or her craft. The Data Scientist will be experienced in Machine Learning, Deep Learning and AI based algorithm development. In addition to this Data Scientist will also be involved in successful integration of these algorithms in edge or cloud systems using CI/CD and software release process.

Job Responsibilities

  • Carry out data analytics and optimization using machine learning & deep learning and Involved in strategic planning for data analytics
  • Integrate data & perform ad-hoc analysis and prototype ideas, research and develop statistical models, and run experiments
  • Iterate in order to design data-driven solutions that help solve critical business problems and better understand company needs and contribute innovative ideas to enhance or develop products using new or existing data streams
  • Present and promote results to both internal stakeholders and external clients and partners
  • Use suitable databases and project designs to boost joint development efforts
  • Improve and support existing data science products and Develop custom data models and algorithms
  • The candidate will demonstrate exceptional impact in delivering projects in terms of technical deliverables and project delivery throughout the project lifecycle.
  • The candidate is expected to be conversant with Agile methodologies and tools and have a track record of delivering products in a production environment
  • Work with a team of experts in deep learning, machine learning, distributed systems, program management, and product teams, and work on all aspects of design, development and delivery of deep learning enabled end-to-end pipelines and solutions.
  • Lead the development of technical solutions and implement architectures for project and products across data engineering and data science teams
  • Experienced in embedded software developer with good experience of different boards, microprocessors, test equipment, DSP etc.
  • Evaluate business requirements to determine potential solutions
  • Recommend and set up appropriate performance monitoring solutions; author and implement based on the results
  • Is accountable for end-to end delivery of Algorithms
  • Author high-quality, highly-performance, unit-tested code to extract and transform data based on business and data science needs
  • Work directly with stakeholders, engineering, and test to create high quality solutions that solve end-user problems.
  • Mentor others in the use of tools and techniques
  • Explore and recommend new tools and processes which can be leveraged across the data preparation pipeline for capabilities and efficiencies
  • Collaborate broadly across multiple functions (data engineering, product management, IT, etc.) to readily make key data readily available and easily consumable
  • Create Reusable components which would accelerate algorithm development cycle

Qualifications

Education level required

  • Master’s degree or Ph.D. pursuing in computer science, Data Science, software engineering, digital signal processing, Electrical, Electronics, Aerospace or related field

Years and area of experience required

  • 6+ years of progressive experience in delivering technology solutions in a production environment
  • 3 years working with customers (internal and external) on developing requirements and working to deliver algorithms

Technical knowledge

Required

  • Master Computer Science or Equivalent Engineering with Electives/Thesis in ML, Deep Learning, AI, Statistics, Data Mining
  • Experience in Machine Learning, Deep Learning (CNN,RNN, ..), Reinforcement Learning, Optimization Techniques, Computer Vision, Natural Language Processing, Recommendation AI Systems.
  • Experience in Tensor Flow, Scikit, Keras, Spark ML
  • Good Programming Knowledge in Python, R, Matlab,PySpark, SparkR, Scala and has good Linux platform
  • Strong knowledge on Databricks
  • Experience in at least one cloud provider (AWS, Azure, Google)
  • Excellent communication (verbal, presentation, documentation) skills, working with teams that are geographically dispersed, to produce solutions that satisfy functional and non-functional requirements and the ability to effectively explain technical concepts
  • Ability to specify and write code that is accessible, secure, and performs in an optimized manner with an ability to output to different types of consumers and systems
  • Solid understanding of Java and/or Python and associated IDE’s (Eclipse, IntelliJ, etc.)
  • Extensive experience with Agile development methodologies and concepts
  • Strong problem solving and software debugging skills
  • Good judgment, time management, and decision-making skills

Desired:

  • Experience in Design Thinking or human-centered methods to identify and creatively solve customer needs, through a holistic understanding of customer’s problem area
  • Advanced degree and/or specialization in related descipline (e.g. machine learning)
  • Knowledgeable in leveraging multiple data transit protocols and technologies (MQTT, Rest API, JDBC, etc)

Soft skills

  • Excellent verbal and written communication skills including the ability to effectively explain technical concepts
  • Work as a part of virtual, global team
  • Good interpersonal, negotiation and conflict resolution skills
  • The ability to understand academic research and apply new data science techniques
  • Experience being part of larger teams with established big data platform practices, as well as smaller teams where they made a bigger impact in terms of scope.
  • Experience of working with Global teams work experience and awareness, Strong communication skills to interact with global teams.
  • Innate curiosity
  • Self-directed and hungry to learn – a person, who with time in his/her hands, will independently find interesting ways to push the envelope, learning new skills and growing self and the team.
  • Team player- we work in small, fast moving teams.

Yes! Because you are the one we are looking for, we hope to hear from you now!

#LI-FP1

What you will get from us

Eaton’s mission is to improve the quality of life and the environment through the use of power management technologies and services. We provide sustainable solutions that help our customers effectively manage electrical, hydraulic and mechanical power – more safely, more efficiently and more reliably. Making what matters work at Eaton takes the passion of every employee around the world. We create an environment where creativity, invention and discovery become reality, each day. It’s where bold, bright professionals like you can reach your full potential—and where you can help us reach ours. Eaton’s 2020 revenues were $17.9 billion, and we sell products to customers in more than 175 countries. We have approximately 85,000 employees.

We make work exciting, engaging and meaningful for our employees through our dedication to tackling some of the toughest power management challenges on the planet and by never losing sight of what matters. Our culture is built on a strong commitment to practicing our core values and supporting our employees with the tools they need to succeed. We pledge to always foster a diverse and inclusive environment, including inclusion resource groups that bring together employees who share a common purpose, interest or background. In the past year, our company has received top employment recognition by the Human Rights Campaign and almost fifty percent of our Board of Directors represented diverse groups. When we embrace the different ideas, perspectives and backgrounds that make each of us unique, we — as individuals and as a company — are stronger.

We have demonstrated our passion for sustainability with the recent announcement of cutting carbon emissions from the company’s operations by at least 50 percent by 2030. We are ethical, passionate, accountable, efficient, transparent and committed to learning. We are confident we can deliver on our promise to improve the quality of life and the environment because of the attributes that our employees embody.

We are committed to ensuring equal employment opportunities for all job applicants and employees. Employment decisions are based upon job-related reasons regardless of an applicant's race, color, religion, sex, sexual orientation, gender identity, age, national origin, disability, marital status, genetic information, protected veteran status, or any other status protected by law.

Job: Engineering


Region: Asia Pacific

Organization: INNOV Innovation Center


Job Level: Individual Contributor

Schedule: Full-time
Is remote work (i.e. working from home or another Eaton facility) allowed for this position?: No
Does this position offer relocation?: Relocation from within hiring country only
Travel: Yes, 10 % of the Time

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