
Data Scientist
3 weeks ago
We are looking for a Data Scientist role to work remotely from India to a US client. Below is the Job Description. This is for an immediate Joiner.
Essential Technical Skills
AI/ML (Required)
- 2+ years hands-on experience with LLM APIs (OpenAI, Anthropic, or similar)
- Production deployment of at least one AI system that's currently running in production
- LLM framework experience with LangChain, CrewAI, or AutoGen (any one is sufficient)
- Function calling/tool use - ability to build AI systems that can call external APIs and functions
- Basic prompt engineering - understanding of techniques like Chain-of-Thought and ReAct patterns
Python Development (Required)
- 3+ years Python development with strong fundamentals
- API development using Flask or FastAPI with proper error handling
- Async programming - understanding of async/await patterns for concurrent operations
- Database integration - working with PostgreSQL, MySQL, or similar relational databases
- JSON/REST APIs - consuming and building REST services
Production Systems (Required)
- 2+ years building production software that serves real users
- Error handling and logging - building robust systems that handle failures gracefully
- Basic cloud deployment - experience with AWS, Azure, or GCP (any one platform)
- Git/version control - collaborative development using Git workflows
- Testing fundamentals - unit testing and integration testing practices
Business Process (Basic Required)
- User requirements - ability to translate business needs into technical solutions
- Data quality - recognizing and handling dirty/inconsistent data
- Exception handling - designing workflows for edge cases and errors
Software Engineering
- 3+ years total software development experience
- 1+ production AI project - any AI/ML system deployed to production (even simple ones)
- Cross-functional collaboration - worked with non-technical stakeholders
- Problem-solving - demonstrated ability to debug and resolve complex technical issues
Communication & Collaboration
- Technical documentation - ability to write clear technical docs and code comments
- Stakeholder communication - explain technical concepts to business users
- Independent work - ability to work autonomously with minimal supervision
- Learning agility - quickly pick up new technologies and frameworks
Educational Background (Any One)
Formal Education
- Bachelor's degree in Computer Science, Engineering, or related technical field
- OR equivalent experience - demonstrable technical skills through projects/work
Alternative Paths
- Coding bootcamp + 2+ years professional development experience
- Self-taught with strong portfolio of production projects
- Technical certifications (AWS, Google Cloud, etc.) + relevant experience [nice to have]
Demonstrable Skills (Portfolio Requirements)
Must Show Evidence Of
- One working AI application - GitHub repo or live demo of LLM integration
- Python projects - code samples showing API development and data processing
- Production deployment - any application currently running and serving users
- Problem-solving ability - examples of debugging complex issues or optimizing performance
Nice to Have (Not Required)
- Financial services or fintech experience
- Vector databases (Pinecone, Weaviate) experience
- Docker/containerization knowledge
- Advanced ML/AI education or certifications
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