Goldman Sachs Recruitment Drive for 2023 Freshers
About Company : Goldman Sachs, we believe progress is everyone’s business. That’s why we commit our people, capital and ideas to help our clients, shareholders and the communities we serve to grow. Founded in 1869, Goldman Sachs is a leading global investment banking, securities and investment management firm. Headquartered in New York, we maintain offices in all major financial centers around the world.
Company Full Name : Goldman Sachs
Job Role : Software Engineer
Degree Needed : B.E/BTECH/BSC/BCA
Batch : 2022/2023
Location : Bangalore
Job Description :
Roles and Responsibility :
Search and Retrieval:
- Utilize your expertise in language models to improve search and retrieval algorithms.
- Conduct thorough experiments and evaluate different AI models for various use cases.
- Select and implement the most suitable AI models for improving search and retrieval performance
- Conversational AI:
- Develop conversational AI services using large language models to enable interactions such as question answering and summarization
- Leverage open source language models (LLMs) and/or proprietary models and vendor platforms like Google/Microsoft/OpenAI to effectively solve customer problems
- Collaborate with cross-functional teams, including UX/UI designers, to deliver exceptional user experiences to stakeholders
Model Development and Training: - Build and train working versions of AI models using the GS NLP platform
- Leverage your knowledge of machine learning techniques to optimize and enhance the performance of the model
- Collaborate with the data engineering team to ensure efficient data pipelines for model training and push innovative deep learning models to production
Reusable Patterns, Libraries, and Datasets: - Identify and create reusable patterns, model catalogs, and datasets to improve efficiency and accelerate development
- Contribute to the company’s internal knowledge base by documenting best practices and sharing insights with the team
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Required Qualification and Skills :
- Strong expertise in AI models and machine learning techniques, particularly in latest language models.
- Experience with language modeling, prompt tuning and engineering, instruction tuning, and/or RLHF
- Experience with AI platforms and frameworks, such as TensorFlow, PyTorch, Keras, HuggingFace
- Proven experience in hands-on machine learning development, in a financial firm or a similar industry
- Experience with search and retrieval algorithms, conversational AI, and large-scale document AI techniques
- Excellent communication and collaboration skills to work effectively in a cross-functional team
- Demonstrated experience in driving business-critical projects using agile methodologies and best practices in software engineering
- Experience in Docker Containerization, K8s, API gateway, Software Load Balancer, gitlab CI/CD Pipeline, Observability tools like Prometheus. Build and
- enhance orchestration tools to enable semantic search data ingestion pipelines that will be used in document ingestion, vector embeddings for
- document digitization, search and retrieval and conversational services.
How to Apply For Goldman Sachs Recruitment Drive 2023 ?
All interested and eligible candidates can apply for this position online via the following link as soon as possible.
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