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GE Vernova
GE Vernova

Energy technology company

Staff Analytics Engineer

职能数据工程
级别Staff+
地点Edinburgh
方式现场办公
类型全职
发布1周前
立即申请

Job Description Summary

The Staff Analytics Engineer will be responsible for delivering new, commercially re-usable analytics solutions (Analytic Blueprint Packages) to drive growth in asset, application and industry coverage supportable product support teams (Software As A Service model). You will leverage standard suite of platform and core module analytics & algorithms, software application capabilities, strong engineering & analytics backgrounds.

Job Description Roles and Responsibilities

Responsible for ensuring integration of work products into the larger team/function body of effort. Presents to senior leaders within direct organization.
You will engage key technical & subject matter experts (SMEs) across the business for knowledge capture into the solutions. You will also provide core product requirements to Product Management, Software Engineering and UX Design teams.

  • As a Sr Analytics Engineer, for GE Digital's Asset Performance Management (APM) Product line, you must have a good understanding of basic industrial equipment – reliability and failure causes, the ability to quickly understand the key operational characteristics of new equipment, interview domain experts for failure mode knowledge, and assess how possible failure models will affect measured parameters and key performance indicators (KPIs). An Analytic Blueprint Package is a complete configuration template for a class or type of equipment; includes the Sematic Data Model, Equipment Tag Model, Component Groupings, Failure Indication Logic and relation parameter configuration applied to Physics Based, Mathematical or Statistics based, or Machine Learning (Non-Parametric Regression Techniques such as Similarity Based Modeling, Principal Component Analysis, Kernel Regression, Support Vector Machines etc.; Decisions Trees and other such) analytics techniques common used for Industrial Analytics) as well as the orchestration logic of one or more of these techniques.
  • Work on a team of Analytics Engineers and Data Scientists who analyze equipment operation and failure modes to detect the failures through the analysis of process environment, equipment operation and real-time sensor data
  • Apply a structured process to design and build new analytic blueprint packages. Review technical documents like Piping & Instrumentation Diagrams
  • Create of derivative analytics for variants of known equipment, incorporation of field feedback to improve the performance and actionability of the analytics, maintaining the Analytic blueprint library and catalogue
  • Write Analytics Functional Documentation for the Field Services teams, gather end-user and customer requirements and support product engineering in development of new generations of GE Digital's software solutions
  • Develop a trusted advocate relationship with internal and external customer constituents. Serve as the communications hub and "source of truth" for applications of the analytics in the field. Ensure that all teams have correct and timely information they need in order to ensure successful delivery of analytics to customers
  • Provide supporting technical materials, education and in person expertise during commercial cycles, partner and cross-business collaboration. Evangelize the portfolio capabilities by presenting to customers (internal and external) and user groups where applicable
  • Drive repeatability in solution component architectures. Foster an environment that encourages innovation, creative risk taking, speed and agility designing and managing Analytic Blueprint Packages

Education Qualification

For roles outside USA:

Bachelor's Degree in Computer Science or “STEM” Majors (Science, Technology, Engineering and Math) with advanced experience.

For roles in USA:Bachelor's Degree in Computer Science or “STEM” Majors (Science, Technology, Engineering and Math) with minimum years of experience

Desired Characteristics Technical Expertise:

  • Demonstrated ability to work within a small, collaborative project team
  • Attention to detail with a willingness to follow a rigorous quality process.
  • Strong oral and written communication skills.
  • Aptitude for the use of complex software applications, abstract concepts, use of data
  • Understanding of industrial equipment and process operations, especially in the areas of maintenance and process control
  • Experience designing Machine Learning algorithms or heuristics
  • Strong organizational and project management skills
  • Strong analytical and problem resolution skills
  • Clear understanding of Systems Development Life Cycle (SDLC) methodology and respective experience with its application in design and development phases
  • Proven experience designing, deploying or operating applications / infrastructure in a public or private cloud environment
  • Knowledge and experience using Analytics Software Packages like Matlab, SAS, JMPro etc. Programming experience with open source scripting and data analysis packages like Python, R is a plus.

Business Acumen:

  • Strong Customer mindset and ability to understand commercial and product strategy
  • Bridging between Research and Solution design
  • Demonstrates awareness of important current trends (economic, political, environmental, regulatory, etc.) affecting the industries that GE Digital operates in
  • Experience working effectively on multiple outcome-focused commercial solutions simultaneously
  • Ability to synthesize broad-based user requirements into a unified plan to meet key business objectives

Leadership:

  • Proactively engages with cross-functional teams to resolve issues and design solutions using critical thinking and analytics skills and best practices by actively incorporating input from various sources
  • Strong analytical and strong problem solving skills - effectively evaluates information/data to make decisions; anticipates obstacles and develops plans to resolve
  • Continuous improvement oriented – actively generates process improvements; champions and drives change initiatives
    Personal Attributes:
  • Emotional Intelligence, ability to influence up and out and the ability to work independently
  • Must be a team player with a strong desire to win
  • Highly organized and efficient; able to balance competing priorities and execute accordingly
  • Strong oral and written communication skills.

Note:
To comply with US immigration and other legal requirements, it is necessary to specify the minimum number of years' experience required for any role based within the USA. For roles outside of the USA, to ensure compliance with applicable legislation, the JDs should focus on the substantive level of experience required for the role and a minimum number of years should NOT be used.

Additional Information Relocation Assistance Provided:

Yes

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关于GE Vernova

GE Vernova

GE Vernova, Inc. is an energy equipment manufacturing and services company headquartered in Cambridge, Massachusetts.

10,001+

员工数

Boston

总部位置

$16B

企业估值

评价

10条评价

3.8

10条评价

工作生活平衡

3.2

薪酬

3.8

企业文化

3.9

职业发展

3.4

管理层

3.7

65%

推荐率

优点

Supportive and approachable management

Excellent benefits and retirement plans

Professional development opportunities

缺点

Heavy workload and frequent overtime

High expectations and stress

Limited growth opportunities

薪资范围

118个数据点

Junior/L3

Junior/L3 · Business Analyst

0份报告

$92,460

年薪总额

基本工资

-

股票

-

奖金

-

$78,591

$106,329

面试评价

4条评价

难度

3.3

/ 5

时长

14-28周

体验

正面 0%

中性 75%

负面 25%

面试流程

1

Application Review

2

HR Screen

3

Technical Phone Screen

4

Hiring Manager Interview

5

Final Technical Round

6

Offer

常见问题

Technical Knowledge

Behavioral/STAR

Past Experience

Coding/Algorithm