24 Aug
|
VDart Software Services
|
Noida
24 Aug
VDart Software Services
Noida
AI/ML Engineer Job Summary
We are looking for a highly skilled AI/ML Engineer to join our team and build scalable, production-grade AI and machine learning solutions. The ideal candidate will have strong experience in Python, Machine Learning, Generative AI, AWS, RAG, and API development, along with a solid understanding of software engineering and cloud security.
The role involves working closely with data scientists, software engineers, product managers, and business stakeholders to translate business problems into innovative AI/ML solutions and take them from concept through deployment and production.
Key Responsibilities
- Design, develop, and deploy scalable AI/ML and Generative AI solutions for complex business problems.
- Develop production-grade applications using Python and frameworks such as FastAPI or Flask.
- Build and integrate LLM-based applications, RAG pipelines, and AI-powered solutions.
- Design RAG architectures covering document ingestion, chunking, embedding generation, retrieval, ranking, and response synthesis.
- Work with frameworks such as LangChain, LlamaIndex, or custom RAG implementations.
- Develop AI/ML solutions using AWS services including Amazon Bedrock, SageMaker, Lambda, API Gateway, and S3.
- Design and implement integrations with vector databases such as Pinecone, FAISS, or OpenSearch.
- Apply prompt engineering, embeddings, model evaluation, and performance optimization techniques.
- Develop secure APIs and implement OAuth 2.0, AWS IAM, authentication, authorization, and data protection mechanisms.
- Build and maintain CI/CD pipelines and follow DevOps practices using Docker, Terraform, CloudFormation, or AWS CDK.
- Work with relational databases, SQL, and data modelling for AI/ML applications.
- Perform data preprocessing, feature engineering, data manipulation, and model evaluation.
- Apply machine learning and deep learning algorithms to solve business problems.
- Own the complete AI/ML lifecycle, including requirements analysis, development, testing, deployment, monitoring, optimization, and production support.
- Use AI-assisted development tools such as GitHub Copilot to improve productivity, code quality, testing, and documentation.
- Ensure responsible AI practices, including validation of AI-generated outputs, secure coding, data privacy, explainability, and compliance with enterprise standards.
- Troubleshoot production issues,
perform root-cause analysis, and optimize application and model performance.
- Collaborate with cross-functional and Agile teams to deliver AI/ML products successfully.
Required Skills & Experience
- Bachelor's or Master's degree in Computer Science, Data Science, Artificial Intelligence, or a related technical field.
- 10+ years of overall software development experience.
- 3+ years of hands-on experience in Machine Learning, AI, or Generative AI application development.
- Robust proficiency in Python.
- Hands-on experience developing APIs using FastAPI or Flask.
- Strong experience with AWS cloud services, particularly:
- Amazon Bedrock
- Amazon SageMaker
- AWS Lambda
- API Gateway
- Amazon S3
- Strong practical experience with Generative AI and Large Language Models (LLMs).
- Hands-on experience with RAG architectures and LLM application development.
- Experience with LangChain, LlamaIndex, or custom RAG frameworks.
- Strong understanding of:
- Text embeddings
- Document chunking
- Vector search
- Retrieval and ranking
- Prompt engineering
- Response generation and evaluation
- Experience with vector databases such as Pinecone, FAISS, or OpenSearch is preferred.
- Strong understanding of Machine Learning algorithms and Deep Learning architectures.
- Experience with data preprocessing, feature engineering, and data manipulation.
- Strong knowledge of SQL and relational databases.
- Understanding of cloud security, OAuth 2.0, IAM policies, secure API design, and data protection.
- Experience with Docker, CI/CD, and Infrastructure as Code tools such as Terraform, CloudFormation, or AWS CDK.
- Backend development experience in C# or Java is an added advantage.
- Experience using GitHub Copilot or similar AI-assisted engineering tools.
- Proven experience delivering production-grade AI/ML solutions.
People Skills
- Strong analytical and problem-solving abilities.
- Ability to translate complex business requirements into practical AI/ML solutions.
- Excellent communication skills with both technical and non-technical stakeholders.
- Ability to explain AI/ML concepts, model outcomes, and solution approaches clearly.
- Strong collaboration skills in cross-functional and Agile environments.
- Curious and open-minded approach toward emerging AI/ML technologies.
- Strong ownership and accountability from solution design through production delivery.
- Ability to work independently while contributing effectively to a team.
Preferred Skills
- Experience with C# or Java backend development.
- Experience with enterprise-scale Generative AI applications.
- Experience with LLM evaluation, observability, guardrails, and AI safety.
- Knowledge of model monitoring and production ML operations.
- Experience with enterprise security and compliance requirements.
- Experience building scalable, high-performance AI applications on AWS.
Education
Bachelor's or Master's degree in Computer Science, Data Science, Artificial Intelligence, Engineering, or a related technical discipline.
VDart: Digital Consulting & Staffing Solutions
VDart is a leading digital consulting and staffing company founded in 2007 and headquartered in Alpharetta, Georgia. VDart is one of the top staffing companies in USA & also provides technology solutions, supporting businesses in their digital transformation journey. Digital consulting services, Digital consulting agency
Core Services:
- Digital consulting and transformation solutions
- Comprehensive staffing services (contract, temporary, permanent placements)
- Talent management and workforce solutions
- Technology implementation services
Key Industries: VDart primarily serves industries such as automotive and mobility, banking and finance, healthcare and life sciences, and energy and utilities. VDart - Products, Competitors, Financials, Employees, Headquarters Locations
Notable Partnership: VDart Digital has been a consistently strong supplier for Toyota since 2017 Digital Transformation Consulting & Strategy Services | VDart Digital, demonstrating their capability in large-scale digital transformation projects.
With over 17 years of experience, VDart combines staffing expertise with technology solutions to help organizations modernize their operations and build skilled workforce capabilities across multiple sectors.
📌 AI/ML Engineers (Noida)
🏢 VDart Software Services
📍 Noida