Staff Analytics Engineer
Schenectady, NY - USA
Job Summary
You will be responsible for delivering new re-usable analytics solutions to drive growth in GE Vernova Wind Services portfolio. You will work across a broad set of data sources including SCADA Condition based Monitoring Systems Turbine and Sensor data Operational Systems and Enterprise Data to build robust pipelines analytics products and monitoring capabilities. The ideal candidate combines strong technical depth in data engineering and analytics development with experience in platform design DevOps practices production support and agile delivery.
This role requires close collaboration with engineering digital technology product and operations teams to turn complex wind turbine and fleet data into trusted scalable and actionable solutions that improve product performance and customer outcomes.
Essential Responsibilities
As a Staff Analytics Engineer for GE Vernova Winds FPM Data & Analytics team you must have a good understanding of basic Wind Turbine equipment reliability and failure causes ability to quickly understand the key operational characteristics of new equipment/ Component collaborate with domain experts for failure mode knowledge and assess how possible failure models will affect measured parameters and key performance indicators (KPIs). An Analytic 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 commonly 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 packages. Review relevant technical documents
Create derivative analytics for variants of known equipment incorporation of field feedback to improve the performance and actionability of the analytics maintaining the Analytic library and catalogue
Write Analytics Functional Documentation for the Field Services teams gather end-user requirements and support product engineering in development of new generations of GE Vernova Wind 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 to ensure successful delivery of analytics
Provide supporting technical materials education and in person expertise during gate discussions 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
Basic Qualifications:
- Bachelors degree in computer science or STEM Majors (Science Technology Engineering and Math) with minimum 3 years of experience.
- Basic programming SQL and data base minimum of 2 years of experience
Desired Characteristics
Technical Expertise:
Multiple years of Experience designing analytics utilizing non-parametric Machine Learning algorithms or heuristics
Knowledge and experience using Analytics Software Packages open-source scripting and data analysis packages like Python.
Proven experience designing deploying or operating applications / infrastructure in a public or private cloud environment
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
Strong organizational and project management skills
Strong analytical and problem resolution skills
Business Acumen:
Strong Customer mindset and ability to understand commercial and product strategy
Demonstrates awareness of important current trends (economic political environmental regulatory etc.) affecting the industries that GE Digital operates in
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
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.
GE Vernova offers a great work environment professional development challenging careers and competitive compensation. GE Vernova is anEqual Opportunity Employer. Employment decisions are made without regard to race color religion national or ethnic origin sex sexual orientation gender identity or expression age disability protected veteran status or other characteristics protected by law.
GE Vernova will only employ those who are legally authorized to work in the United States for this opening. Any offer of employment is conditioned upon the successful completion of a drug screen (as applicable).
Relocation Assistance Provided: Yes
Required Experience:
Staff IC
About Company
GE Vernova's Asset Performance Management software can help you increase asset reliability, minimize costs and reduce operational risks. View a demo today.