05 Aug
|
Creative Synergies Group
|
Bengaluru
05 Aug
Creative Synergies Group
Bengaluru
Role
Gen AI Developer
Experience
03 – 08 Years
Educational Qualification
BE, B.Tech / ME, M.Tech
Location
Bangalore
Technical Competencies
AI / ML and Gen AI
Key Responsibilities
Generative AI Application Development:
Design, develop, and deploy GenAI-driven applications to address complex business challenges.
Implement Retrieval-Augmented Generation (RAG) frameworks to improve information retrieval and response accuracy.
Data Management & Optimization:
Design and optimize document chunking strategies tailored to specific datasets and use cases.
Build, manage, and optimize data embeddings for high-performance similarity searches across vector databases.
Collaboration & Integration:
Work closely with data engineers and scientists to integrate AI solutions into existing pipelines.
Collaborate with cross-functional teams to ensure seamless AI implementation.
Cloud & AI Platform Utilization:
Explore and implement best practices for utilizing cloud-native AI platforms, such as Amazon Bedrock and Azure OpenAI, to enhance solution delivery.
Continuous Learning & Innovation:
Stay updated with the latest trends and emerging technologies in the GenAI and AI/ML fields, ensuring our solutions remain cutting-edge.
Experience:
3 to 5 years of overall experience in software development, with at least 3 to 4 years focused on AI/ML.
Minimum 1 to 2 years of experience specifically working with Generative AI (GenAI) technologies.
Python, PySpark and SQL knowledge is necessary for tasks
Proven ability to work in a collaborative, rapid-paced, and innovative environment.
Technical Skills:
Generative AI Frameworks & Technologies:
Expertise in Generative AI frameworks, including prompt engineering, finetuning, and few-shot learning.
Familiarity with frameworks such as T5 (Text-to-Text Transfer Transformation).
Strong knowledge of Retrieval-Augmented Generation (RAG) for combining LLMs with external data retrieval systems.
Data Management:
Experience in designing chunking strategies for different datasets.
Expertise in data embedding techniques and experience with vector databases like Pinecone, Weaviate, or Milvus.
Programming & AI/ML Libraries:
Strong programming skills in Python.
Experience with AI/ML libraries such as TensorFlow, PyTorch, and Hugging Face Transformers.
Cloud Platforms & Integration:
Familiarity with cloud services for AI/ML workloads (AWS, Azure).
Experience with API integration for AI services and building scalable applications.
Certifications (Optional but Desirable):
Certification in AI/ML (e.g., TensorFlow, AWS Certified Machine Learning –Specialty).
Certification or coursework in Generative AI or related technologies.
Job Features
Job Category
Digital Technologies
📌 Gen AI Developer (Bengaluru)
🏢 Creative Synergies Group
📍 Bengaluru