ML Engineer

1 month 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​


Job Segment: Computer Science, Data Mining, Cloud, R&D, Technology, Research

  • ML Engineer

    3 weeks ago

    bangalore, India Birlasoft Full time

    About the Job - Looking for ML Engineers with strong background in deploying and operationalizing ML models, Deep Learning Models (with focus on LLMs). Job Title - ML Engineer Location - Bangalore Educational Background - A masters or bachelor’s degree in computer science or related field from a top university. Key Responsibilities - Build, Refine and...

  • ML Engineer

    4 days ago

    bangalore, India Tentek Full time

    ML Engineer SKILLS: Proficiency in designing, developing, and researching Machine Learning systems, models, and schemes. Ability to study, transform, and convert data science prototypes into practical applications. Experience in searching and selecting appropriate datasets for data collection and modeling. Strong background in performing statistical...

  • ML Engineer

    1 month ago

    bangalore, India Lilly Full time

    We’re looking for people who are determined to make life better for people around the world. At Lilly, we unite caring with discovery to make life better for people around the world. We are a global healthcare leader headquartered in Indianapolis, Indiana. Our 39,000 employees around the world work to discover and bring life-changing medicines to those...

  • Lead ML Engineer

    2 months ago

    bangalore, India MiQ Full time

    What you’ll doWe’re MiQ, a global programmatic media partner for marketers and agencies. Our people are at the heart of everything we do, so you will be too. No matter the role or the location, we’re all united in the vision to lead the programmatic industry and make it better. As a Lead - Machine Learning Ops in our data science department, you’ll...

  • Lead ML Engineer

    1 week ago

    bangalore, India MiQ Full time

    What you’ll doWe’re MiQ, a global programmatic media partner for marketers and agencies. Our people are at the heart of everything we do, so you will be too. No matter the role or the location, we’re all united in the vision to lead the programmatic industry and make it better. As a Lead - Machine Learning Ops in our data science department, you’ll...

  • ML Engineer

    2 months ago

    Bangalore Rural, India Saaki Argus & Averil Consulting Full time

    Key Responsibilities: Design and implement MLOps pipelines using tools and frameworks. Design, develop, and implement data pipelines and engineering infrastructure to support enterprise-scale machine learning systems. This could involve tasks such as data ingestion, pre-processing, transformation, feature engineering, and model training. Build CI/CD...

  • ML Engineer

    1 week ago

    Bangalore Rural, India Saaki Argus & Averil Consulting Full time

    Key Responsibilities: Design and implement MLOps pipelines using tools and frameworks. Design, develop, and implement data pipelines and engineering infrastructure to support enterprise-scale machine learning systems. This could involve tasks such as data ingestion, pre-processing, transformation, feature engineering, and model training. Build CI/CD...

  • ML Integration Engineer

    4 weeks ago

    bangalore, India Fold Full time

    AI / ML Integration Engineer TL;DR: Full-time AI/ML integration engineering position. Major work around our F1 categorisation engine. Must have 4+ years of experience in Python, FastAPI, databases, and MLOps. About Fold At Fold ( we are rebuilding personal finance and mobile banking from the ground up for India’s internet native citizens. ️About...

  • ML Integration Engineer

    1 week ago

    bangalore, India Fold Full time

    AI / ML Integration Engineer TL;DR: Full-time AI/ML integration engineering position. Major work around our F1 categorisation engine. Must have 4+ years of experience in Python, FastAPI, databases, and MLOps. About Fold At Fold ( we are rebuilding personal finance and mobile banking from the ground up for India’s internet native citizens. ️About...

  • ML engineer

    2 months ago

    bangalore, India Anicalls (Pty) Ltd Full time

    • Develop and support internal community of ML related subject matter experts.• Design solutions that make the best use of cloud platform and AI/ML Services• Advise our client and assist them with cloud and digital transformation• Must possess strong mentorship abilities to train junior colleagues• Collaborate with business and technical...

  • AI/ML Engineer

    3 weeks ago

    bangalore, India Encora Inc. Full time

    Important Information Location: Bangalore, India  Experience: 4-6 Years Job Mode: Full-time  Work Mode: Hybrid AI/Machine Learning Engineer Must have (Basic Requirements) Bachelor's degree in Computer Science, engineering or a relevant technical field with equivalent practical experience. 3-5 years’ experience in software...

  • AI/ML Engineer

    2 weeks ago

    bangalore, India Skyleaf Consultants LLP Full time

    We Are looking for an AI/ML engineer for one of our client with global presence Location: Delhi , Mumbai & Bangalore Responsibilities: Develop and deploy AI models using TensorFlow, Keras, PyTorch, etc. Integrate AI models into existing systems, ensuring responsible practices. Implement end-to-end training pipelines and stay updated with AI advancements....

  • Senior ML Engineer

    1 month ago

    bangalore, India Microsoft Full time

    Overview Microsoft is innovating rapidly in the advertising space to grow its share of market by providing the ad industry with state-of-the-art online advertising platforms and services. By joining the Ads Engineering team, you will be responsible for evolving a technology platform that powers the real-time sale and purchase of digital...

  • Senior ML Engineer

    1 week ago

    bangalore, India Microsoft Full time

    Overview Microsoft is innovating rapidly in the advertising space to grow its share of market by providing the ad industry with state-of-the-art online advertising platforms and services. By joining the Ads Engineering team, you will be responsible for evolving a technology platform that powers the real-time sale and purchase of digital...

  • AI/ML Engineer

    1 month ago

    bangalore, India ACL Digital Full time

    JD SummaryMust have :* Azure GenAI hands-on.* Must have a good understanding and experience in advanced machine learning algorithms, deep learning, statistics, and large language models (LLM).* Good experience with LLMs like OpenAI, Llama2, etc* Good understanding & experience of frameworks like Langchain, and Llamaindex, which are used to build Gen Al...

  • Senior AI/ML Engineer

    1 month ago

    bangalore, India Eximietas Design Full time

    About Us:Eximietas is a leading provider of Cloud, Cybersecurity and advanced AI/ML solutions. We specialize inleveraging Machine Learning and Deep Learning algorithms for Natural Language Processing, Computer Visionand Structured Data to help our clients transform their products, solutions or businesses to gain a competitiveedge. We are seeking talented...

  • AI/ML Engineer

    3 weeks ago

    bangalore, India StaffRex Info Solutions Pvt Ltd Full time

    Position Required Skills, Knowledge, and Abilities: •    Experience or knowledge in programming and handling data of various forms and sizes. •    At least 5 years of hands-on experience in various models on NLP, CNN, RNN, LSTM, Transformer based Clustering, Reinforcement Learning, Regression, etc. •    Must have extensive knowledge of...

  • AI/ML Engineer

    1 week ago

    bangalore, India StaffRex Info Solutions Pvt Ltd Full time

    Position Required Skills, Knowledge, and Abilities: •    Experience or knowledge in programming and handling data of various forms and sizes. •    At least 5 years of hands-on experience in various models on NLP, CNN, RNN, LSTM, Transformer based Clustering, Reinforcement Learning, Regression, etc. •    Must have extensive knowledge of...

  • AI/ML Engineer

    2 weeks ago

    bangalore, India Discoveries Quintessential Full time

    Responsibilities : - Design and develop AI/ML algorithms and models for multilingual audio signal and text processing tasks, including speech recognition, language identification, translation, sentiment analysis, and text-to-speech synthesis.- Implement advanced signal processing techniques for noise reduction, feature extraction, speaker diarization, and...

  • AI/ML Engineer

    2 weeks ago

    Bangalore, India Discoveries Quintessential Full time

    Responsibilities : - Design and develop AI/ML algorithms and models for multilingual audio signal and text processing tasks, including speech recognition, language identification, translation, sentiment analysis, and text-to-speech synthesis.- Implement advanced signal processing techniques for noise reduction, feature extraction, speaker diarization, and...