Sr AI Specialist

1 month ago


bangalore, India Nexperia Full time

Nexperia is a world-class company in semiconductor development and in-house production. We form a global network of talent, with passion and performance, perseverance and professionalism. Join TeamNexperia and become part of a leading company that supports, rewards and challenges you equally, in a dynamic environment, working for world-class results. Talk to us today and learn your true capabilities in an energetic company where you will develop and thrive, the Efficiency Company – Nexperia.

Sr AI Specialist is part of global Data and Insights team of Nexperia. D&I team is developing AI CoE for Nexperia with focus to take the company to an AI driven decision company by 2030 and to help achieve its strategic goals of growth in revenue, cashflow & EBIT.

Function of Senior AI Specialist is about leading AI CoE, building AI governance, ideation, AI Evangelization, AI training as well as AI products that help achieve company objectives.


In This Position You Will Be Responsible For
 

Build AI roadmap for Nexperia – technologies to focus on (Deep Learning, NLP, decision automation tools , Generative AI, Image processing)

Develop AI roadmap for Revenue, Cost, Margin, Smart Pricing, Smart yield management, Smart OEE management, WIP management, scheduling , procurement automation amongst other use cases. Broad understanding of how to drive AI adoption in business as well as ability to understand different biz processes and driving solution is needed.

Develop deep understanding of various L2/L3 nexperia processes . Including deep understanding of Semiconductor R&D and Manufacturing.

Drive Collaboration with stakeholders of different functions,

Evangelize AI with different leadership teams of Nexperia

Drive discussions on investment and business value in steering committee meetings

Develop data analysis teams for key strategic KPI’s. Deliver solutions to fill gap between target v/s projected actual.

Drive data completion per L2/L3 process

Work with Business Solution lead team to help them roll out AI tools

Deploy and monitor the solution

Drive Nexperia Data Literacy Program. Develop Content. Participate in Monthly data discussions, build a strong community in Nexperia.

Identify key users and train them to create more data scientists in the

Be an innovation partner , connect with outside universities, thought leaders and help bring new solutions to Nexperia

Key Skills

Proven record of developing, deploying AI at scale – particularly deep learning , decision automation, Workflow automation- AI ChatBot, email classifier , Generative AI , Image processing and various anomaly techniques

Proven deep understanding of statistics.

Good knowledge of the business vertical with prior experience in solving different use cases in the manufacturing or similar industry

Ability to bring cross industry learning to benefit the use cases aimed at improving manufacturing process at Nexperia

Great communication skills with leadership team at Executive management level as well as functional leadership team level

Proven Ability to drive change.

Proven track record of people training, developing AI skills, interns to data scientists to develop talent.

Problem Scoping/definition Skills:

Possess agility and awareness to identify value opportunities and create a business use case

Experience in problem scoping, solving, quantification

Ability to foresee and identify all right data required to solve the problem

Data Wrangling Skills:

Strong skill in data mining, data wrangling techniques for creating the required analytical dataset

Adaptive mindset to improvise on the data challenges and employ techniques to drive desired outcomes

Programming Skills:

Advanced working knowledge with Python

Big data programming platforms such as pyspark, SparkSQL, Spark ML, Spark Graph etc.

Hands-on experience in database query language such as Oracle-SQL

Visualization Skills

Experience of using visualization tools (Spotfire is a plus)

Good storytelling skills to present the data in simple and meaningful manner

Data Science Skills

Strong skill in data analysis techniques to generate finding and insights by means of exploratory data analysis

Good knowledge on Univariate/Multivariate analysis techniques to understand and derive hidden and meaningful pattern out of the data

Knowledge on right sampling techniques

Experience in working on dimensionality reduction

Ability to work with highly Imbalance/skewed data set and experience of implementing rare event modelling techniques

Experience in implementing statistical modelling techniques both Linear and Non-linear models

Experience of working with supervised and unsupervised machine learning modelling, primarily forecasting, clustering and classification techniques (Regression, Random Forest, SVM, XGBoost etc.)

Good hands-on experience with hyperparameter tuning, grid search and model accuracy measurement techniques

Knowledge in implementing right ensemble modelling techniques for better accuracy and outcome

Right implementation knowledge on Deep learning models including image and video processing

Minimum know-how of implementing Self-Learning AI models (Reinforcement Learning) and have capability leveraging in implementation of use cases

Soft Skills:

Self-motivated and go getter.

Problem solving and innovation

Ability to interact with multiple stakeholder to gather the required knowledge of business process and convey ideas.

Ability to translate and communicate analytical findings into business value

Structured approach to problem solving

Strong adherence to on time delivery

This is what you bring
You are expected to bring the following to the table:

Graduate Engineer – preferably in Mechanical or Industrial engineering or computer science

Master’s in mathematics, Statistics or data science would be an advantage.

Minimum 10-15 years of experience- spanning various exposure areas around data. Last 5 years dedicated to AI

Proven ability to work with multi-cultural , multi-location teams

Experience in large project implementation related to Supply Chain management, factory scheduling, big data data lake architectures is a plus

Proven track record of ability to ideate, develop unique solutions using data science.

#LI-SK1

Talent acquisition based on Nexperia vacancies is not appreciated. Nexperia job adverts are Nexperia copyright © material and the word Nexperia® is a registered trademark.

Nexperia is an Equal Opportunity/Affirmative Action Employer.


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