S&C Global Network - AI - CMT - Consultant Data Science LLM

Entity :- Accenture Strategy & Consulting

Team :- Strategy & Consulting- Global Network

Practice :- Data & AI - CMT

Career Level :Consultant- Level 9

Job Posting Title :S&C Global Network - AI - CMT - Consultant Data Science LLM

Job Profile:Ind&Func AI Decision Science Consultant

Job location :- Bangalore /Gurgaon

Responsibilities/Authorities
LLM experienced data science consultant is responsible to help the clients with designing & delivering AI solutions. He/she should be strong in AI fundamentals and should have good hands-on experience working with any one of the following areas :

Generative AI Techniques and Tools

Understanding basics of different LLM algorithms and their applications (Must Have)

LLM Model Fine Tuning Techniques and deployment (Must Have)

Prompt Designing/Engineering (Must Have)

GANs (Generative Adversarial Networks):Understanding and implementation of GANs for image and text generation.

VAEs (Variational Autoencoders):Experience with VAEs for generative modelling.

Reinforcement Learning for Generation:Techniques like RLHF

Natural Language Processing (NLP) Tools and Libraries

Transformers:Experience with transformer-based models like BERT, GPT, T5, etc.

spaCy :For advanced NLP tasks such as tokenization, named entity recognition, and dependency parsing.

NLTK:Basic NLP tasks and text preprocessing.

Gensim /LDA :For topic modelling and word embedding techniques.

Machine Learning and Deep Learning Frameworks

TensorFlow:Experience with model building, training, and deployment

PyTorch :Proficiency in developing and fine-tuning deep learning models

Keras :Knowledge of using Keras as a high-level API for TensorFlow

Scikit-learn:For traditional machine learning tasks and preprocessing

Cloud Platforms and Services

MS Azure:Knowledge of Azure OpenAI, AI Studio etc.

AWS (Amazon Web Services):Knowledge of S3, EC2, SageMaker, Lambda, etc.

Google Cloud Platform (GCP):Knowledge of Vertex AI Platform, BigQuery , Cloud Storage, etc.

Other Key Responsibilities :

Ability to work with large data (Structured & Unstructured) and present conclusions to key stakeholders

Gather business requirements from client stakeholders via interactions like interviews and workshops with all stakeholders- Track down and read all previous information on the problem or issue in question. Explore obvious and known avenues thoroughly. Ask a series of probing questions to get to the root of a problem.

Ability to understand the as-is process; understand issues with the processes which can be resolved either through Data & AI or process solutions and design detail level to-be state

Partner with clients to understand end clients business goals, marketing objectives , and competitive constraints.

Storytelling- Crunch the data & numbers to craft a story to be presented to senior client stakeholders.

Propose solutions to the client based on gap analysis for the existing Telco platforms that can generate long term & sustainable value to the client.

Qualifications

JOB REQUIREMENTS :

Overall 4 + years of experience in Data Science

Masters (MBA/MSc/MTech) from a Tier 1/Tier 2 and Engineering from Tier 1 school , is preferred

Demonstrated experience in solving real-world data problems through Data & AI (Specially Gen AI)

Please note we are looking for client facing roles.

Proficiency with data mining, mathematics, and statistical analysis

Advanced pattern recognition and predictive modeling experience; knowledge of Advanced analytical fields in text mining, Image recognition, video analytics, IoT etc.

Experience using digital & statistical modeling software (one or more) ?Python , R, PySpark , SQL, BigQuery , Vertex AI

Proficient in Excel, MS word, Power point, and corporate soft skills

Excellent written and oral communication skills with ability to clearly communicate ideas and results to non-technical stakeholders.

Self-Starter with ability to work independently across multiple projects and set priorities

Strong team player Proactive and solution oriented, able to guide junior team members