ML Architect

1 month ago


Bangalore, India Alstom Full time

Req ID:452845 

 

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 Technical Architect, 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 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:

  • Lead the end-to-end architecture and development of highly scalable, distributed machine learning solutions for AI/ML/DL/NLP platforms. 
  • Provide technical guidance and mentorship to the development team on generative AI best practices, architecture, and methodologies.
  • Lead and contribute to the research and development of advanced generative AI models, including GANs, VAEs, autoregressive models, and novel architectures.
  • Lead the development and 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 generative AI models for efficiency and scalability.
  • Collaborate with data scientists and engineers to preprocess and curate datasets suitable for generative AI applications.
  • Act as a subject matter expert on generative AI   and present data and analysis in a clear and concise manner , allowing audience to quickly understand results and recommendations to make data-driven decisions .
  • Continuously evaluate and improve the performance, accuracy, and reliability of generative 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:

 

B.Tech./ B.E./M.E./M.Tech./M.S. 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 (6-11 years) 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 generative AI solutions, preferably in an industry setting.
  • Strong programming skills in languages such as Python, TensorFlow, PyTorch, or similar frameworks used in generative AI 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 MLOps for generative AI deployments and monitoring.
  • Experience in building chatbots, Q & A bots
  • Experience in using business intelligence tools (e.g. Tableau) /data frameworks (e.g. Hadoop)
  • Strong mathematics skills (e.g. statistics, algebra, probability)
  • Experience in cloud services e.g. PaaS and SaaS, Rest API, serverless functions
  • Understanding of Compute Engines, VM, Containers is nice to have
  • Experience working using Agile-based principles and tools
  • Solid Experience architecting and developing AI and machine learning applications
  • Experience with full stack application
  • 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​


  • Principal Architect

    3 weeks ago


    bangalore, India Quantiphi Full time

    Company ProfileQuantiphi is an award-winning Data Science and Machine Learning Software and Services Company focused on helping organizations translate the big promise of Machine Learning technologies into quantifiable business impact. We were founded on the belief that machine learning and artificial intelligence are transformative technologies that will...

  • Principal Architect

    1 week ago


    bangalore, India Quantiphi Full time

    Company ProfileQuantiphi is an award-winning Data Science and Machine Learning Software and Services Company focused on helping organizations translate the big promise of Machine Learning technologies into quantifiable business impact. We were founded on the belief that machine learning and artificial intelligence are transformative technologies that will...

  • AI/ML Architect

    1 month ago


    Bangalore, India Whitefield Careers Full time

    About the job :Position : AI/ML Architect(Responsible AI)Exp : 6-8 YearsEducational Qualification : Bachelor's/Master's degree in computer science or a related fieldMandatory Requirement : Passionate about Privacy & Responsible AIRequirements :- Bachelor's degree or higher in an engineering field (e.g.Computer Science) with at least 6 to 8...

  • AI/ML Architect

    1 month ago


    bangalore, India Whitefield Careers Full time

    About the job :Position : AI/ML Architect(Responsible AI)Exp : 6-8 YearsEducational Qualification : Bachelor's/Master's degree in computer science or a related fieldMandatory Requirement : Passionate about Privacy & Responsible AIRequirements :- Bachelor's degree or higher in an engineering field (e.g.Computer Science) with at least 6 to 8 years of relevant...

  • AI/ML Architect

    2 weeks ago


    Bangalore, Karnataka, India Whitefield Careers Full time

    About the job :Position : AI/ML Architect(Responsible AI)Exp : 6-8 YearsEducational Qualification : Bachelor's/Master's degree in computer science or a related fieldMandatory Requirement : Passionate about Privacy & Responsible AIRequirements :- Bachelor's degree or higher in an engineering field (e.g.Computer Science) with at least 6 to 8 years...

  • AI/ML Architect

    1 month ago


    Bangalore, Karnataka, India Whitefield Careers Full time

    About the job :Position : AI/ML Architect(Responsible AI)Exp : 6-8 YearsEducational Qualification : Bachelor's/Master's degree in computer science or a related fieldMandatory Requirement : Passionate about Privacy & Responsible AIRequirements :- Bachelor's degree or higher in an engineering field (e.g.Computer Science) with at least 6 to 8 years...

  • AI/ML Architect

    1 week ago


    Bangalore, India Whitefield Careers Full time

    About the job :Position : AI/ML Architect(Responsible AI)Exp : 6-8 YearsEducational Qualification : Bachelor's/Master's degree in computer science or a related fieldMandatory Requirement : Passionate about Privacy & Responsible AIRequirements :- Bachelor's degree or higher in an engineering field (e.g.Computer Science) with at least 6 to 8...

  • AI/ML Architect

    1 week ago


    bangalore, India Wipro Full time

    Work Experience - 10 to 16 YearsWork Location - BengaluruJob Description:· Wipro Cloud Car solution is the industry leading solution for Software Define Vehicle, as part of the team, we are looking for proven AI/ML Architect with Automotive experience to contribute to our solutions.· The Architect is responsible to integrate AI/ML algorithm and optimize it...

  • ML Architect

    1 month ago


    bangalore, India Alstom Full time

    Req ID:452845  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...

  • ML Architect

    1 week ago


    bangalore, India Alstom Full time

    Req ID:452845  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...

  • AI/ML Architect

    3 weeks ago


    bangalore, India Wipro Full time

    Work Experience - 10 to 16 Years Work Location - Bengaluru Job Description: · Wipro Cloud Car solution is the industry leading solution for Software Define Vehicle, as part of the team, we are looking for proven AI/ML Architect with Automotive experience to contribute to our solutions. · The Architect is responsible to integrate AI/ML algorithm and...

  • Ai/Ml Architect

    3 weeks ago


    Bangalore City, India Wipro Full time

    Work Experience 10 to 16 Years Work Location Bengaluru Job Description: · Wipro Cloud Car solution is the industry leading solution for Software Define Vehicle, as part of the team, we are looking for proven AI/ML Architect with Automotive experience to contribute to our solutions. · The Architect is responsible to integrate AI/ML algorithm and optimize it...

  • Ai/Ml Architect

    3 weeks ago


    Bangalore City, India Wipro Full time

    Work Experience 10 to 16 YearsWork Location BengaluruJob Description:· Wipro Cloud Car solution is the industry leading solution for Software Define Vehicle, as part of the team, we are looking for proven AI/ML Architect with Automotive experience to contribute to our solutions.· The Architect is responsible to integrate AI/ML algorithm and optimize it for...

  • Ai/Ml Architect

    1 week ago


    Bangalore City, India Wipro Full time

    Work Experience 10 to 16 YearsWork Location BengaluruJob Description:· Wipro Cloud Car solution is the industry leading solution for Software Define Vehicle, as part of the team, we are looking for proven AI/ML Architect with Automotive experience to contribute to our solutions.· The Architect is responsible to integrate AI/ML algorithm and optimize it for...

  • ML Architect

    3 days ago


    bangalore, India Alstom Full time

    Req ID:452845    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...

  • ML Architect

    2 weeks ago


    Bangalore, India Alstom Full time

    Req ID:452845    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...

  • Cloud Architect

    19 hours ago


    bangalore, India Neer Info Full time

    Job Title: Cloud ArchitectExperience: Minimum 12+ Lead the design and architecture of cloud solutions, leveraging extensive experience in cloud technologies.- Develop comprehensive strategies for cloud-based AI/ML projects, including solutioning, designing, and architecture.- Collaborate with cross-functional teams to understand business requirements and...

  • AI/ML architect

    3 weeks ago


    bangalore, India Wissen Full time

    Wissen Technology is now hiringAI/ML-Principal Engineer We are solving complex technical problems in the financial industry and need talented software engineers to join our mission and be a part of a global software development team. A brilliant opportunity to become a part of a highly motivated and expert team which has made a mark as a high-end...

  • AI/ML architect

    1 week ago


    bangalore, India Wissen Full time

    Wissen Technology is now hiringAI/ML-Principal Engineer We are solving complex technical problems in the financial industry and need talented software engineers to join our mission and be a part of a global software development team. A brilliant opportunity to become a part of a highly motivated and expert team which has made a mark as a high-end...

  • Cloud Architect

    1 month ago


    Bangalore/Pune, India Neer Info Full time

    Job Title: Cloud ArchitectExperience: Minimum 12+ Lead the design and architecture of cloud solutions, leveraging extensive experience in cloud technologies.- Develop comprehensive strategies for cloud-based AI/ML projects, including solutioning, designing, and architecture.- Collaborate with cross-functional teams to understand business requirements and...