Senior Data Scientist
- Idexcel
- 5 - 10 years
- Bengaluru
- 2 months ago
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Job Description
Job description
Description
Job Description Senior Data Scientist
Research & develop Machine Learning models file processing, data processing, analysis & calculation
Suggest, collect and synthesize requirements and create effective features.
Apply research methodologies to identify the Machine Learning models for the problem at hand.
Required Skills
- Proven expertise in Machine Learning (ML), Natural Language Processing (NLP), or Computer Vision, with hands-on experience on AWS, Azure, or Google Cloud platforms.
- 5-7 years of overall experience in designing, implementing, and deploying end-to-end ML solutions, leveraging models such as language models, vision models, regression, etc.
- 1+ years of experience in Generative AI (GenAI), including model evaluation, fine-tuning, and prompt engineering.
- Proven track record in designing, developing, and deploying GenAI applications using Large Language Models (LLMs), agent frameworks, and modern orchestration patterns.
- Experience working with LLM APIs and frameworks such as OpenAI GPT, Anthropic Claude, Mistral, Cohere, or AWS Bedrock models (Claude, Titan, etc.).
- Strong knowledge of Retrieval-Augmented Generation (RAG) architectures including embedding generation, vector databases (e.g., FAISS, Pinecone, OpenSearch), and context injection for LLMs.
- Hands-on experience with cloud-native AI/ML services such as AWS SageMaker, Bedrock, Comprehend, Rekognition, Azure ML Studio, or Google Vertex AI.
- Familiarity with agentic design patterns and building autonomous or task-driven AI agents.
- Proficiency in processing and analyzing structured and unstructured data, including PDFs, images, and CSV files.
- Deep understanding of prompt engineering techniques such as Zero-Shot, Few-Shot, Self-Consistency, and Chain-of-Thought prompting.
- Strong foundation in statistical analysis, mathematical modelling, and anomaly detection.
- Advanced programming skills in Python, with hands-on experience using scikit-learn, PyTorch, TensorFlow, Spark MLlib, and related ML libraries.
- Skilled in developing, debugging, and optimizing ML pipelines and production-grade codebases.
Leadership Capabilities:
- Define and drive ML vision aligned with business objectives, ensuring balance between innovation and practical delivery.
- Mentor and develop team members across varying experience levels, fostering continuous learning and growth.
- Communicate effectively with both technical and non-technical stakeholders, translating complex ML concepts into actionable insights.
- Establish robust MLOps practices, ensuring reproducibility, quality, and efficiency across model development and deployment.
- Demonstrate strong emotional intelligence, fostering collaboration, motivation, and a positive team culture that encourages ownership and innovation.
Preferred Qualifications:
- Experience working with relational and NoSQL/Graph databases
- Unsupervised & Deep Learning Experience
- Experience in applying Machine Learning techniques
- Ability and willingness to multi-task and learn new technologies quickly
Note: Working mode - Work from office (Monday-Friday)
Location - Bangalore.
Thanks Regards
Aishwarya J
7337692***
ai********j@id****l.com
Job Classification
Industry: FinTech / PaymentsFunctional Area / Department: BFSI, Investments & TradingRole Category: BFSI, Investments & Trading - OtherRole: BFSI, Investments & Trading - OtherEmployement Type: Full timeContact Details:
Company: IdexcelLocation(s): Bengaluru
Keyskills: Natural Language Processing Machine Learning Tensorflow Pytorch Aws Sagemaker Computer Vision Deep Learning Python
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Idexcel Technologies Private Limited Idexcel is a Professional Services and Technology Solutions provider specializing in Cloud Services, Application Modernization, and Data Analytics. Idexcel is proud that for more than 21 years it has provided services that implement complex technologies that ...
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