Lead Software Engineer - AI & Python
- SS&C Technologies
- 6 - 11 years
- Hyderabad
- 4 months ago
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Job Description
Key Responsibilities:
- Lead the development of robust, high-performance web and generative AI applications.
- Build and deploy GenAI solutions leveraging Retrieval-Augmented Generation (RAG) pipelines for intelligent document querying, summarization, and semantic search.
- Extract, structure, and process data from complex documents (PDFs, images, scanned forms) using integrated OCR engines (e.g., Tesseract, PaddleOCR) and vision-language models.
- Develop RAG-based GenAI applications using tools like LangChain and LlamaIndex, and work with vector databases (e.g., FAISS, Weaviate) for efficient embedding-based retrieval.
- Integrate OCR, LLMs, and vector search into business applications to automate the extraction, understanding, and processing of unstructured content.
- Design, train, and optimize both Small Language Models (SLMs) and Large Language Models (LLMs) for domain-specific applications, ensuring efficiency and high performance.
- Develop scalable training pipelines leveraging methods such as supervised fine-tuning, reinforcement learning from human feedback (RLHF), prompt tuning, parameter-efficient fine-tuning (e.g., LoRA, adapters), and knowledge distillation.
- Fine-tune, evaluate, and deploy language models using advanced techniques like quantization, continual learning, and model distillation to meet evolving business requirements.
- Analyze and monitor model outputs for quality, bias, and safety, iterating to improve accuracy and model alignment with user and business needs.
- Architect, design, and implement scalable and secure solutions aligned with business objectives.
- Mentor and guide a team of developers, fostering a culture of continuous learning and improvement.
- Design and maintain APIs, including RESTful and GraphQL interfaces, ensuring seamless data exchange with third-party services.
- Implement and maintain CI/CD pipelines, utilizing automation tools for seamless deployment.
- Collaborate with cross-functional teams, including DevOps, Security, Data Science, and Product Management.
- Optimize application performance by efficiently managing resources, implementing load balancing, and optimizing queries.
- Ensure compliance with industry security standards such as GDPR.
- Stay updated with emerging technologies, especially in Generative AI, Machine Learning, cloud computing, and microservices architecture.
Required Qualifications:
- Bachelor s or master s degree in computer science, Engineering, or a related field.
- 6+ years of hands-on experience in AI & Python development, with expertise in Django, Flask, or FastAPI.
- Ability to design and build end-to-end applications and API integrations
- Proven experience with large language models (LLMs) and AI model development
- Experience with developing retrieval-augmented generation (RAG).
- Experience with GenAI tools like Langchain, LlamaIndex, LangGraph, and open-source Vector DBs.
- Exposure to prompt engineering principles and techniques like chain of thought, in-context learning, tree of thought, etc.
- Exposure to SLMs.
- Experience with supervised fine-tuning, reinforcement learning from human feedback (RLHF), prompt tuning, parameter-efficient fine-tuning (e.g., LoRA, adapters), and knowledge distillation.
- Experience with relational databases such as MS SQL Server, PostgreSQL, and MySQL.
- Expertise in DevOps practices, including Docker, Kubernetes, and CI/CD tools like GitHub Actions.
- Deep understanding of microservices architecture and distributed computing principles.
- Strong knowledge of security best practices in software development.
- Familiarity with data analytics and visualization tools such as Snowflake, Looker, Tableau, or Power BI.
- Excellent problem-solving skills and the ability to work independently and within a team.
- Strong communication and stakeholder management skills.
Job Classification
Industry: Software ProductFunctional Area / Department: Engineering - Software & QARole Category: Software DevelopmentRole: Data Platform EngineerEmployement Type: Full timeContact Details:
Company: SS&C TechnologiesLocation(s): Hyderabad+ View Contact
Keyskills: Product management Computer science Cloud computing MySQL Machine learning Healthcare Open source Financial services Python Recruitment
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SS&C Technologies
SS&C Technologies (formerly known as DST worldwide services IndiaPvt Ltd). DST has over 40 years of Success and currently has 16000 employees across 39 locations globally. A global leader in Financial Services and Healthcare Industry; DST is a trusted global provider of technology-based service ...
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