AI Developer
AI Developer
Posted on :
16-01-2025
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Job Description
Job Title: AI Engineer
Location: Mohali (Onsite)
Shift: UK Shift (12 PM to 10 PM)
Experience: 1to 2years
Qualifications:
- Bachelors degree in Computer Science Business or a related field.
- Specialization or certification in AI/ML is a plus.
Job Role & Responsibilities:
- Develop and optimizepredictive modelsfor AI and MLbased features focusing on enhancingaccuracy and latency.
- Write clean efficient reusable testable and scalable code with a focus onbest coding practices.
- Analyze business requirements translate them into software components and implement feature modifications.
- Design and implement highavailability lowlatency applications with data protection and security features.
- Profile applicationsto ensure optimal performance and identify potential bottlenecks.
- Continuously work onoptimizing NLPbased models improving both theiraccuracyandlatencyfor realworld applications.
- Writeunit test casesto ensure code quality and reliability using appropriate testing frameworks.
- Continuously optimize and refactor code for improved performance scalability and maintainability.
Skills & Expertise:
- Strong expertise in building solutions using AI/ML/DL opensource libraries.
- Advanced Python programming skills.
- Strong problemsolving and analytical abilities.
- Ability to write optimized welldocumented code followingbest coding practices.
- Proficient inoptimizing models for both accuracy and latency particularly in NLP and machine learning applications.
- Proficient inoptimizing NLPbased models including techniques for faster inference and reduced computational cost.
- Familiarity with Generative AI Large Language Models (LLM) Embeddings Vectors RAG (RetrievalAugmented Generation) and Prompting.
Tools & Technologies:
- AI/ML Libraries: TensorFlow PyTorch Flair BERT DeBERTa and other latest libraries for text analytics.
- Frameworks & Platforms: Streamlit FastAPI.
- Specialized Tools: Ollama Vector Databases.
- Profiling & Testing: Familiarity with tools for profiling applications (e.g. cProfile PySpy) and writing unit tests (e.g. PyTest UnitTest).
- Optimization Techniques: Techniques such as model quantization pruning distillation and hardware acceleration.
Technical Expertise:
- Minimum of 1 year of handson experience in AI/ML/DL projects focusing onNatural Language Processing (NLP)Named Entity Recognition (NER) andText Analytics.
- Strong understanding and practical experience withdeep learning techniques including recommendation engines and advanced AI solutions.
- Proven experience inoptimizing NLP modelsforaccuracyandlatencyin production environments.
- Experience withRetrievalAugmented Generation (RAG)application development and generative AI.
- Familiarity withAgent Promptingand its applications.
- Experience in AI applications within theHR domainis highly preferred.
- Knowledge ofReinforcement Learningis a plus.
- Certifications or specialization inArtificial Intelligenceis highly desirable.
Employment Type
Full Time
Company Industry
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