S&C Global Network - AI - CMT - ML Architecture - Specialist
Pune, PDC2C, India
Accenture
Accenture hilft mit innovativen Lösungen und umfassender Branchenexpertise die Herausforderungen der digitalen Ära zu meistern. Erfahren Sie mehr!Job Title - S&C Global Network - AI - CMT - ML Architecture - Specialist
Management Level: 9-Team Lead/Consultant
Location: Pune, PDC2C
Must-have skills: Machine Learning Architecture Design
Good to have skills: Ability to leverage design thinking, business process optimization, and stakeholder management skills.
Job Summary:
This role involves driving strategic initiatives, managing business transformations, and leveraging industry expertise to create value-driven solutions.
Roles & Responsibilities:
Provide strategic advisory services, conduct market research, and develop data-driven recommendations to enhance business performance.
WHAT’S IN IT FOR YOU?
- Accenture has committed to invest USD 3Billion into GenAI in the next 3 years. We will continually invest in your learning and growth. You'll work with Accenture’s highly skilled and experienced practitioners, and Accenture will support you in growing your own career path and interests.
- You’ll be part of a diverse, vibrant, global Accenture Data and AI community, continually pushing the boundaries of business capabilities.
What you would do in this role
ML Maturity Assessment:
- Conduct comprehensive assessments of the organization's ML maturity, identifying strengths, weaknesses, and areas for improvement.
- Provide strategic recommendations to enhance the overall ML capability and align it with business objectives.
ML Ops Roadmap & Processes:
- Develop ML Ops roadmaps and establish robust processes for the end-to-end machine learning lifecycle, including data preparation, model training, deployment, and monitoring.
- Implement best practices in ML Ops to ensure efficiency, scalability, and reliability of ML systems.
Implementation of Gen AI Solutions:
- Lead the design and implementation of state-of-the-art Generative AI solutions, leveraging deep learning frameworks such as TensorFlow and PyTorch.
- Drive innovation in Gen AI, staying abreast of the latest advancements and incorporating cutting-edge technologies into solutions.
Incubating and Designing:
- Proactively identify opportunities for ML and / or Gen AI applications within the organization.
- Work closely with cross-functional teams to incubate and design bespoke ML solutions tailored to business requirements.
Technical Leadership:
- Provide technical leadership and mentorship to data scientists, engineers, and other team members.
- Collaborate with stakeholders to ensure alignment between technical solutions and business objectives.
Collaboration and Communication:
- Collaborate with business stakeholders to understand their needs and translate them into ML and Gen AI requirements.
- Effectively communicate complex technical concepts to non-technical audiences.
Professional & Technical Skills:
- Relevant experience in the required domain.
- Strong analytical, problem-solving, and communication skills.
- Ability to work in a fast-paced, dynamic environment.
- Proven expertise in conducting ML maturity assessments and developing ML Ops roadmaps.
- Hands-on experience in operationalizing the Machine learning system on a cloud and / or an On-Prem platform.
- Experience in implementing Generative AI solutions, including incubation, design, and deployment will be a big plus.
- Proficiency in deep learning frameworks such as TensorFlow and PyTorch.
- Good knowledge of ML Ops best practices and processes.
- Excellent problem-solving skills and ability to design scalable and reliable ML architectures.
- Strong leadership and communication skills, with a track record of leading successful ML initiatives.
- Experience in Telecom or Hi Tech or Software and platform industry desirable
- Tools & Techniques:
- TensorFlow, PyTorch, Scikit-learn, Keras
- NumPy, Pandas
- Matplotlib, Seaborn
- TensorFlow Serving, Docker and Kubernetes
- Good software engineering practices, including code modularization, documentation, and testing.
- Experience with open API , Integration architecture , microservices
Additional Information:
- Opportunity to work on innovative projects.
- Career growth and leadership exposure.
Experience: 8-10Years
Educational Qualification: Any Degree
About Accenture
We work with one shared purpose: to deliver on the promise of technology and human ingenuity. Every day, more than 775,000 of us help our stakeholders continuously reinvent. Together, we drive positive change and deliver value to our clients, partners, shareholders, communities, and each other.We believe that delivering value requires innovation, and innovation thrives in an inclusive and diverse environment. We actively foster a workplace free from bias, where everyone feels a sense of belonging and is respected and empowered to do their best work.At Accenture, we see well-being holistically, supporting our people’s physical, mental, and financial health. We also provide opportunities to keep skills relevant through certifications, learning, and diverse work experiences. We’re proud to be consistently recognized as one of the World’s Best Workplaces™.Join Accenture to work at the heart of change.Visit us at www.accenture.com
Equal Employment Opportunity Statement
All employment decisions shall be made without regard to age, race, creed, color, religion, sex, national origin, ancestry, disability status, veteran status, sexual orientation, gender identity or expression, genetic information, marital status, citizenship status or any other basis as protected by federal, state, or local law.
Job candidates will not be obligated to disclose sealed or expunged records of conviction or arrest as part of the hiring process.
Accenture is committed to providing veteran employment opportunities to our service men and women.
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: APIs Architecture Deep Learning Docker Engineering Generative AI Keras Kubernetes Machine Learning Market research Matplotlib Microservices Model training NumPy Pandas PyTorch Research Scikit-learn Seaborn TensorFlow Testing
Perks/benefits: Career development
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