Project Role : AI / ML Engineer
Project Role Description : Develops applications and systems that utilize AI tools, Cloud AI services, with proper cloud or on-prem application pipeline with production ready quality. Be able to apply GenAI models as part of the solution. Could also include but not limited to deep learning, neural networks, chatbots, image processing.
Must have skills : Machine Learning Operations
Good to have skills : NA
Minimum
3 year(s) of experience is required
Educational Qualification : BE
Summary:
As an AI/ML Engineer, you will be responsible for developing applications and systems that utilize AI to improve performance and efficiency. Your typical day will involve working with deep learning, neural networks, chatbots, and natural language processing to deliver impactful data-driven solutions.
Roles & Responsibilities:
- Tracking of multiple models, experiments for auditing purpose
- Collaborate with data scientists for hyper parameter tuning and features maintenance.
- Model management and versioning
- Work with infra team, data scientists, business in establishing artifact lineage, model registry, governance.
- Assist in testing, automated deployment
- A pipeline for triggering retraining to detect model drift or data drift, trigger retraining.
- Working knowledge of AWS Lambda, Sagemaker, AWS Step Functions
Professional & Technical Skills:
- Must To Have Skills: Strong experience in Machine Learning Operations.
- Must To Have Skills: Proficiency in Python and related libraries such as NumPy, Pandas, and Scikit-learn.
- Must To Have Skills: Experience with deep learning, neural networks, chatbots, and natural language processing.
- Creation of CI,CD Pipelines for ML algorithms, training, prediction pipelines
- Work with business, data scientists to ensure value realization, ROI on operationalization of models
- Containerization, packaging of ML models
- Endpoint creation for prediction
- Solid understanding of statistical analysis and machine learning algorithms.
- Experience with programming languages such as Python, R, and Java.
- Experience with machine learning frameworks such as TensorFlow, Keras, and PyTorch.
- Experience with data visualization tools such as Tableau or Power BI.
- Experience with cloud platforms such as AWS, Azure, or Google Cloud Platform.
- Experience with software development methodologies such as Agile or Scrum.
Additional Information:
- The candidate should have a minimum of 3 years of experience in Machine Learning Operations.
- The ideal candidate will possess a strong educational background in computer science, mathematics, or a related field, along with a proven track record of delivering impactful data-driven solutions.
- This position is based at our Bengaluru office.
BE
About Accenture
Accenture is a leading global professional services company that helps the world’s leading organizations build their digital core, optimize their operations, accelerate revenue growth and enhance services—creating tangible value at speed and scale. We are a talent- and innovation-led company with 774,000 people serving clients in more than 120 countries. Technology is at the core of change today, and we are one of the world’s leaders in helping drive that change, with strong ecosystem relationships. We combine our strength in technology and leadership in cloud, data and AI with unmatched industry experience, functional expertise and global delivery capability. Our broad range of services, solutions and assets across Strategy & Consulting, Technology, Operations, Industry X and Song, together with our culture of shared success and commitment to creating 360° value, enable us to help our clients reinvent and build trusted, lasting relationships. We measure our success by the 360° value we create for our clients, each other, our shareholders, partners and communities. Visit us at www.accenture.com
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