Your potential, unleashed.India's impact on the global economy has increased at an exponential rate and Deloitte presents an opportunity to unleash and realise your potential amongst cutting edge leaders, and organisations shaping the future of the region, and indeed, the world beyond.At Deloitte, your whole self to work, every day. Combine that with our drive to propel with purpose and you have the perfect playground to collaborate, innovate, grow, and make an impact that matters.The teamDeloitte's SA&MA- AI&Data practice can help you uncover and unlock the value buried deep inside vast amounts of data. Our global network provides strategic guidance and implementation services to help companies manage data from disparate sources and convert it into accurate, actionable information that can support fact-driven decision-making and generate an insight-driven advantage. Our practice addresses the continuum of opportunities in business intelligence & visualization, data management, performance management and next-generation analytics and technologies, including big data, cloud, cognitive and machine learning.Your work profileAs a Senior Consultant/Manager in our Team you\'ll build and nurture positive working relationships with teams and clients with the intention to exceed client expectations: -Key Responsibilities:
1. Develop and implement time series prediction models and computer vision solutions using GCP services
2. Perform feature engineering to improve model performance
3. Utilize GCP services including BigQuery ML, Vertex AI, and Dataproc
4. Write efficient Python code and leverage relevant libraries for data analysis and modeling
5. Collaborate with cross-functional teams to deliver data-driven insights and solutions6. Ability to deploy models on vertex AI endpoints7. Ability to manage and sustain models on cloud (preferably GCP_Required Skills:
1. 5-7 years of experience in data science, focusing on time series prediction and computer vision
2. Strong proficiency in Python and associated data science libraries (e.g., NumPy, Pandas, Scikit-learn, TensorFlow)
3. Extensive experience with Google Cloud Platform (GCP) services, particularly BigQuery ML, Vertex AI, Dataflow and dataproc.
4. Proven track record in feature engineering and model optimization
5. Excellent problem-solving and analytical skills
6. Strong communication skills to present findings to both technical and non-technical stakeholdersPreferred Qualifications:
1. Background in predictive maintenance for transport systems
2. Experience with MLOps and deploying models in production environments
3. Familiarity with agile development methodologies
4. Relevant advanced degree (M.S. or Ph.D.) in Computer Science, Data Science, or related fieldWe are looking for a highly skilled and experienced Generative AI with expertise in Python, Machine Learning, Data Science, and Statistics. The ideal candidate should have a strong background in Generative AI, NLP (Natural Language Processing), and conversational chatbot development. Additionally, experience with LangChain, using LLM's and proficiency in cloud platforms like GCP (Google Cloud Platform) is required. The candidate should also have a basic understanding of application deployments using frameworks such as Flask, Django, FastAPIAs a Generative AI Senior Consultant, you will be responsible for delivering innovative AI solutions to our clients. Your role will involve:Design, develop, and deploy generative AI modelsLeveraging your expertise in Generative AI, Python, Machine Learning, Data Science, and Statistics to develop cutting-edge solutions for our clients.Utilizing NLP techniques, LangChain, and LLM's to develop conversational chatbots and language models tailored to our clients\' needs.Collaborating with cross-functional teams to design and implement advanced AI models and algorithms.Providing technical expertise and thought leadership in the field of Generative AI and NLP to guide clients in adopting AI-driven solutions.Conducting data analysis, preprocessing, and modeling to extract valuable insights and drive data-driven decision-making.Staying up to date with the latest advancements in AI technologies, frameworks, and tools, and proactively learning and adopting new technologies to enhance our offerings.Demonstrating a strong understanding of cloud platforms, particularly GCP, for deploying AI applications.Desired qualificationsBachelor's degree or higher in Computer Science, Data Science, or a related field.Minimum of 15+ years of relevant professional experience in Python, Machine Learning/Deep Learning, Data Science, and Statistics.Strong expertise in NLP, Generative AI concepts, LangChain, Other alternative LLM frameworks and conversational chatbots.Should have strong knowledge and experience in working with Deep Learning projects using CNN, GAN, Transformers, Encoder and decoder algorithms or any other image generation and classification use cases.Familiarity with LLM's (Large Language Modeling) and their applications.Proficiency in cloud platforms like GCP/AWS, including experience with deploying AI applications.Solid programming skills in Python and experience with relevant libraries and frameworks (e.g., TensorFlow, PyTorch, scikit-learn).Experience in developing web applications using frameworks such as Flask, Django, FastAPI.Proven track record of delivering successful AI projects and driving business impact.Excellent communication, presentation, and documentation skills.Strong problem-solving abilities and a proactive attitude towards learning and adopting new technologies.Ability to work independently, manage multiple projects simultaneously, and collaborate effectively with diverse stakeholders.Location
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