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Wabtec
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Senior Machine learning engineer

Senior Machine learning engineer

Wabtec

4 - 9 years

7 - 11 Lacs

bengaluru

Posted:2 weeks ago| Platform:

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Skills Required

deep learning frameworks python golang tensorflow workflow processes algorithms gpm data mining robotics bert huggingface machine learning video analytics artificial intelligence product development computer vision pytorch opencv ml

Work Mode

Work from Office

Job Type

Full Time

Job Description

Role Summary/Purpose

The Sr. Data Scientist, working as part of Wabtec's Digital Advanced Technologies (DAT) team will be responsible for architecting and deploying new advanced AI computer vision solutions throughout the freight and passenger transportation industry. DAT is a cross-disciplined entrepreneurial group that carries out applied research in AI/ML, designs and deploys cutting edge algorithms and new digital solutions throughout the Wabtec portfolio of businesses. The Sr. Data Scientist will work closely with DAT's ML engineers and Wabtec's cloud architects to deploy scalable machine learning and deep learning solutions in cloud and edge video analytics, robotics and automation systems.

Essential Responsibilities

In addition, you will:

Help set and execute the vision for scalable AI solutions at Wabtec and drive a culture of applied innovation
Work closely with the DAT ML engineers to build and deploy highly scalable AI solutions that drive business value for our business units and customers
Set the architecture and framework for scalable video analytic solutions (edge and cloud) that can be leveraged throughout different parts of the business
Partner with the head of DAT and business development teams to engage directly with business unit and external customers to understand pain-points
Be a machine learning cross-functional leader with organizations such as, Freight Engineering, Services, Transit Engineering, Digital Electronics, Freight Components, Mining and Marine operations to drive new computer vision solutions and opportunities
Lead education and awareness of deploying AI solutions throughout Wabtec to build the pipeline for advanced data scientists within the organization
Be involved in external collaboration efforts with startups, incubators and universities to grow Wabtec's AI skill base and resource arm
Act as coach for to others in driving digital industrial solutions across all functional engineering areas

Qualifications/Requirements

Masters in engineering, Physics, Chemistry, Mathematics, Robotics or Computer Science from an accredited university or college, or relevant and significant industry experience.
Experience in the fields of AI/ML product development, generative AI, MLOps, edge computing
Experience and proficiency in writing production worthy code python, GO or similar languages.
Proficient with deep learning frameworks (Open CV, TensorFlow, PyTorch, HuggingFace)
A minimum of 4 years of experience as a data scientist, machine learning or computer vision engineer
Familiarity with LLM architectures like BERT and GPT, with hands-on experience in building applications
Has had experience in deploying scalable AI solutions that solve industry problems

Desired Characteristics

Strong interpersonal, leadership and communication skills
A critical thinker that can quickly understand a new problem space and apply analytic techniques to identify potential value
Demonstrated thought leader with an interest in working on Digital Industrial transformation
Demonstrated change agent with strong credibility and ability to influence across the organization
Demonstrated engineering thought leader with experience developing and executing engineering solutions for businesses to gain efficiency
Demonstrated commitment for process improvement
Experience with product management
Strong command & working knowledge of engineering workflow processes

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Senior Machine learning engineer