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GEN AI LLM architect

Birlasoft Limited

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13-17 Years
2 months ago
316 Viewed
40 Applied

Job Description

About Birlasoft :
Birlasoft, a powerhouse where domain expertise, enterprise solutions, and digital technologies converge to redefine business processes. We take pride in our consultative and design thinking approach, driving societal progress by enabling our customers to run businesses with unmatched efficiency and innovation. As part of the CK Birla Group, a multibillion-dollar enterprise, we boast a 12,500+ professional team committed to upholding the Group's 162-year legacy. Our core values prioritize Diversity, Equity, and Inclusion (DEI) initiatives, along with Corporate Sustainable Responsibility (CSR) activities, demonstrating our dedication to building inclusive and sustainable communities. Join us in shaping a future where technology seamlessly aligns with purpose.

About the Job :
We are looking for gen AI architect candidate who has BTech computer science background and have hands on Generative AI, LLM, Data science, NLP and python.

Job Title GEN AI LLM architect
Experience: 13+years and 2 years in relevant in architect role
Location: Hyderabad, Bangalore ,Chennai, Noida, Pune, Mumbai
Educational Background BTech with computer science is mandate

Key Responsibilities :

Must have 9+ years of experience working in Data science, Machine learning and especially NLP technologies.
Exposure to various LLM technologies and solid understanding of Transformer Encoder Networks.
Able to apply deep learning and generative modeling techniques to develop LLM solutions in the field of Artificial Intelligence.
Utilize your extensive knowledge and expertise in machine learning (ML) with a focus on generative models, including but not limited to generative adversarial networks (GANs), variational autoencoders (VAEs), and transformer-based architectures.
Solid understanding of Model development, model serving, training/re-training techniques in a data sparse environment.
Very good understanding of Prompt engineering techniques in developing Instruction based LLMs.
Must be able to design, and implement state-of-the-art generative models for natural language processing (NLP) tasks such as text generation, text completion, language translation, and document summarization.

Skills Required:
Mandate skill are Generative AI,LLM, Data science, architecture, NLP,Python and good communication skills, strong teaming and collaboration ability.

Additional Requirements :
Work with SAs and collaborate with cross-functional teams to identify business requirements and deliver solutions that meet the customer needs.
Passionate to learn and stay updated with the latest advancements in generative AI and LLM.
Nice to have -contributions to the research community through publications, presentations, and participation in relevant conferences or workshops.
Evaluate and preprocess large-scale datasets, ensuring data quality and integrity, and develop data pipelines for training and evaluation of generative models.
Ability to articulate to business stakeholders on the hallucination effects and various model behavioral analysis techniques followed.
Exposure to developing Guardrails for LLMs both with open source and cloud native models.
Collaborate with software engineers to deploy and optimize generative models in production environments, considering factors such as scalability, efficiency, and real-time performance.
Nice to have- provide guidance to junior data scientists, sharing expertise and knowledge in generative AI and LLM, and contribute to the overall growth and success of the data science team.

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Birlasoft, a global leader at the forefront of Cloud, AI, and Digital technologies, seamlessly blends domain expertise with enterprise solutions. The company’s consultative and design-thinking approach empowers societies worldwide, enhancing the efficiency and productivity of businesses. Under the visionary leadership of Chairman Mrs. Amita Birla, Birlasoft, comprising over 12,000 professionals, is committed to driving digital transformation. With superior experience in chosen verticals, the company delivers cutting-edge technology solutions, shaping sustainable communities. Explore the innovation at www.birlasoft.com.

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