03 Aug
|
Expertshub.ai
|
India
03 Aug
Expertshub.ai
India
Qualifications
- Bachelor of Science in Engineering, Computer Science, Data Science, Mathematics, or a related field
- Python proficiency for backend services, APIs, and data pipelines
- Experience with LLMs, embeddings, and RAG systems
- Fine-tuning language or embedding models
- Graph databases (e.g., Neo4j) and graph-based retrieval techniques
- AI system testing, evaluation pipelines, and synthetic data usage
- Validation of AI outputs and mitigation of hallucinations
- Experience with containerization, version control, and distributed systems
- Knowledge of NLP techniques (LLM and non-LLM approaches)
Benefits
- You’ll have long-term opportunities to grow your career and develop skills in the latest emerging technologies
- At HTC Global Services, our employees have access to a comprehensive benefits package
- Benefits can include Group Health (Medical, Dental, and Vision), Paid Time Off, Paid Holidays, 401(k) matching, Group Life and Disability insurance, Career development opportunities, Wellness programs, and a variety of other perks
Responsibilities
- The AI/ML Software Engineer will design and build software tools that incorporate AI/ML techniques to automate narrowly defined tasks, assist internal users, and improve external user interactions
- This role involves developing solutions such as chatbots, RPA tools, knowledge retrieval systems, and AI-driven data processing applications within defined infrastructure and system constraints
- Design and build software systems integrating AI/ML techniques to automate tasks and enhance user services
- Collaborate on system architecture, workflows, and agent design decisions
- Contribute to technical decision-making for data processing, retrieval strategies, and system integration
- Evaluate and apply appropriate techniques, including LLM and non-LLM approaches
- Develop testing and evaluation pipelines for AI/ML systems
- Create unit and integration tests for AI-enabled workflows and data pipelines
- Generate and use synthetic data for evaluation and benchmarking
- Improve system performance, including accuracy, latency, and cost efficiency
- Support deployment of AI/ML applications in hybrid cloud environments
- Work with containerized applications to ensure reliable deployment and updates
- Optimize systems for environments with limited computational resources
- Deliver production-grade systems aligned with requirements
- Document system designs, workflows, and technical decisions
- Stay current with AI/ML advancements and apply them within project constraints
Job descriptionJob Description
Job Title: AI/ML Software Engineer
Overview / Summary
The AI/ML Software Engineer will design and build software tools that incorporate AI/ML techniques to automate narrowly defined tasks, assist internal users, and improve external user interactions. This role involves developing solutions such as chatbots, RPA tools, knowledge retrieval systems, and AI-driven data processing applications within defined infrastructure and system constraints.
Key Responsibilities
- Design and build software systems integrating AI/ML techniques to automate tasks and enhance user services
- Collaborate on system architecture, workflows, and agent design decisions
- Contribute to technical decision-making for data processing, retrieval strategies, and system integration
- Evaluate and apply appropriate techniques, including LLM and non-LLM approaches
- Develop testing and evaluation pipelines for AI/ML systems
- Create unit and integration tests for AI-enabled workflows and data pipelines
- Generate and use synthetic data for evaluation and benchmarking
- Improve system performance, including accuracy, latency, and cost efficiency
- Support deployment of AI/ML applications in hybrid cloud environments
- Work with containerized applications to ensure reliable deployment and updates
- Optimize systems for environments with limited computational resources
- Deliver production-grade systems aligned with requirements
- Document system designs, workflows, and technical decisions
- Stay current with AI/ML advancements and apply them within project constraints
Required Qualifications
- Bachelor of Science in Engineering, Computer Science, Data Science, Mathematics, or a related field
Preferred Qualifications
- At least 3 years of experience in data science, machine learning, or applied AI development
- At least 3 years of experience in software engineering, architecture, or web development
Preferred Skills & Experience
- Front-end development using React and/or Angular
- Message queuing and event streaming (RabbitMQ or Kafka)
- Elasticsearch for search and analytics
- Microservices development using Spring Boot or similar Java frameworks
- Cloud platforms (AWS, Azure, or Google Cloud)
- DevOps tools, Git, CI/CD pipelines
- Event-driven architecture design
- Strong Java proficiency (core libraries, concurrency, JVM fundamentals)
- PrimeFaces and JSF integration
- Software design patterns and architectural best practices
- Containerization and orchestration (Docker, Kubernetes)
- RESTful APIs and integration patterns
- Relational and NoSQL databases (PostgreSQL, MySQL, MongoDB, Cassandra)
- Monitoring and observability tools (Prometheus, Grafana, ELK stack)
- Security best practices
Additional Technical Capabilities
- Python proficiency for backend services, APIs, and data pipelines
- Experience with LLMs, embeddings, and RAG systems
- Fine-tuning language or embedding models
- Graph databases (e.g., Neo4j) and graph-based retrieval techniques
- AI system testing, evaluation pipelines, and synthetic data usage
- Validation of AI outputs and mitigation of hallucinations
- Experience with containerization, version control, and distributed systems
- Knowledge of NLP techniques (LLM and non-LLM approaches)
Pay: ₹393,202.28 - ₹1,633,332.74 per year
Work Location: Remote
📌 AI/ML Engineer (India)
🏢 Expertshub.ai
📍 India