ML Engineer

2 months ago

bangalore, India Alstom Full time

Req ID:453393 

At Alstom, we understand transport networks and what moves people. From high-speed trains, metros, monorails, and trams, to turnkey systems, services, infrastructure, signalling and digital mobility, we offer our diverse customers the broadest portfolio in the industry. Every day, more than 80 000 colleagues lead the way to greener and smarter mobility worldwide, connecting cities as we reduce carbon and replace cars.

As a Generative AI Engineer, you will be responsible for designing and implementing complex generative AI solutions. You will collaborate closely with cross-functional teams, including data scientists, software engineers, and project managers, to develop state-of-the-art generative models that address unique business challenges. This role requires a deep understanding of generative AI and deep learning techniques, strong technical expertise, and exceptional problem-solving abilities. Additionally, you will be responsible for managing a team of AI-ML engineers, providing technical guidance, and fostering a collaborative and innovative work environment.

RESPONSIBILITIES:

Develop and contribute to end-to-end architecture of highly scalable, distributed machine learning solutions for AI/ML/DL/NLP platforms. Contribute to the research and development of advanced generative AI models such as LLM’s ,SLM’s including GANs, VAEs, autoregressive models, and novel architectures. Deployment of generative AI models, frameworks, and algorithms into scalable REST API services . Conduct research and stay up-to-date with the latest advancements in generative AI to ensure our solutions are at the forefront of the industry. Perform code reviews, identify areas for improvement, and optimize AI models for efficiency and scalability. Collaborate with data scientists and engineers to preprocess and curate datasets suitable for AI applications. Continuously evaluate and improve the performance, accuracy, and reliability of Deep learning and AI models through experimentation and iteration. Work collaboratively with engineering and product development teams and cross-functional partners to ensure timely and successful delivery of generative AI projects, meeting Alstom’s expectations.

EDUCATION:

in Computer Science, Information Technology, EE, EEE.

BEHAVIORAL COMPETENCIES :

Be Innovative and demonstrate to peers and implement in creation of code libraries, reusable codes, and model-based developments. Analytical mind and business acumen and Problem-solving aptitude Demonstrate excellent communication skills and able to guide, influence and convince others in a matrix organization. Team Player.

TECHNICAL COMPETENCIES & EXPERIENCE:

Proven experience 6+ working in one or more of the following areas: machine learning, recommendation systems, pattern recognition, NLP, data mining or artificial intelligence. Proven track record of designing and implementing deep learning AI solutions, preferably in an industry setting. Strong programming skills in languages such as Python, TensorFlow, PyTorch, and frameworks such as LlamaIndex, LangChain and Haystack used in language model development. In-depth knowledge of generative AI techniques, including but not limited to generative adversarial networks (GANs), variational auto-encoders (VAEs), and deep reinforcement learning. Experience in data mining, Text Mining, working and creating data architectures Experience in Microsoft Azure cloud platform Exposure to CI/CD, Devops ,Docker and Kubernetes Experience in building chatbots, Q & A bots Strong mathematics skills ( statistics, algebra, probability) Experience in cloud services PaaS and SaaS, Rest API, serverless functions Experience in Compute Engines, VM, Containers and GPU servers. Experience working using Agile-based principles and tools Excellent problem-solving abilities and the ability to architect innovative solutions to complex business challenges. Knowledge of Ontology is an asset Experience in Computer Vision is a plus.

LANGUAGE & SKILLS:

Proficient in English language Good written and Verbal communication skill 

Job Location :  Bangalore

You don’t need to be a train enthusiast to thrive with us. We guarantee that when you step onto one of our trains with your friends or family, you’ll be proud. If you’re up for the challenge, we’d love to hear from you

Important to note

As a global business, we’re an equal-opportunity employer that celebrates diversity across the 63 countries we operate in. We’re committed to creating an inclusive workplace for everyone.

Job Type:​Experienced​


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