Data Scientist-Gen AI
- Big 4
- 5 - 10 years
- Pune
- 3 months ago
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Job Description
Mandatory Skills : Gen AI, LLM, ML/DL/NLP, RAG, Lang chain, Mistral, Llama, Hugging Face, Python, Tensorflow, Pytorch, Django, Vector DB,
Preferred Skills : GCP/Azure/AWS, Databricks, MLOps (tools like Kubeflow/ Mlflow) , Kubernetes, GitHub/Bitbucket, ADO, GPT-4
JD:
- Strong understanding of machine learning and deep learning principles and algorithms.
- Experience in developing and implementing generative AI models and algorithms.
- Proficiency in programming languages such as Python, TensorFlow, and PyTorch.
- Ability to work with large datasets and knowledge of data preprocessing techniques.
- Familiarity with natural language processing (NLP) and computer vision for generative AI applications.
- Experience in building and deploying generative AI systems in real-world applications.
- Utilize advanced machine learning techniques to develop and train generative AI models.
- Collaborate with cross-functional teams to groom and preprocess large datasets for model training.
- Research and implement cutting-edge algorithms and architectures for generative AI applications.
- Optimize model performance and scalability for real-time inference and deployment.
Stay current with industry trends and advancements in generative AI technology to drive innovation.
- Experiment with different hyperparameters and model configurations to improve generative AI model quality.
- Establish scalable, efficient, automated processes for data analyses, model development, validation and implementation,
- Choose suitable DL algorithms, software, hardware and suggest integration methods.
- Ensure AI ML solutions are developed, and validations are performed in accordance with Responsible AI guidelines & Standards
- To closely monitor the Model Performance and ensure Model Improvements are done post Project Delivery
- Provide technical expertise and guidance to support the integration of generative AI solutions into various products and services.
- Coach and mentor our team as we build scalable machine learning solutions
- Strong communication skills and an easy-going attitude
- Oversee development and implementation of assigned programs and guide teammates
- Carry out testing procedures to ensure systems are running smoothly
- Ensure that systems satisfy quality standards and procedures
- Build and manage strong relationships with stakeholders and various teams internally and externally,
- Provide direction and structure to assigned projects activities, establishing clear, precise goals, objectives and timeframes, run Project Governance calls with senior Stakeholders
- Strong problem-solving and critical thinking skills for complex AI problems.
- Excellent communication and teamwork abilities to collaborate with cross-functional teams.
- Proven track record of delivering innovative solutions using generative AI technologies.
- Ability to stay updated with the latest advancements in generative AI and adapt to new techniques and methodologies.
Job Classification
Industry: IT Services & ConsultingFunctional Area / Department: Data Science & AnalyticsRole Category: Data Science & Machine LearningRole: Data ScientistEmployement Type: Full timeContact Details:
Company: Big 4 Location(s): Pune
Keyskills: Generative Ai lang chain Large Language Model Machine Learning Deep Learning Natural Language Processing Computer Vision
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