Gen AI Developer
Tata Consultancy Services · Long Beach, CA · 1 wk ago
Engineering$120k–$150k/yrFull-time
Must Have Technical/Functional Skills
- Experience in executing projects in Agile Framework
- Proven experience in machine learning and deep learning frameworks (e.g., TensorFlow, PyTorch)
- Strong programming skills in Python and familiarity with libraries such as NumPy, Pandas, and Scikit-learn
- Experience with generative models (e.g., GANs, VAEs, Transformers) and natural language processing
- Proficiency in RAG (Retrieval-Augmented Generation) techniques
- Strong understanding of natural language processing (NLP)
- Experience with data preprocessing and model fine-tuning
- Familiarity with evaluation metrics for RAG systems
- Knowledge of transformer architectures and training techniques
- Awareness of ethical considerations and bias mitigation strategies
- Understanding of autonomous decision-making algorithms
- Proficiency in programming language Python
- Strong analytical and problem-solving skills
Responsibilities
- Develop and implement generative AI models using frameworks like TensorFlow and PyTorch
- Build and optimize RAG (Retrieval-Augmented Generation) pipelines
- Work on NLP tasks such as text classification, summarization, and conversational AI
- Perform data preprocessing, cleaning, and feature engineering using Python libraries (NumPy, Pandas)
- Fine-tune and optimize transformer-based models and LLMs for specific use cases
- Evaluate model performance using RAG and NLP evaluation metrics
- Develop and integrate machine learning models into applications
- Apply autonomous decision-making logic in AI-driven workflows where needed
Qualifications
- Bachelor's or master's degree in computer science, data science or equivalent
Skills (Good to Have)
- Manufacturing domain understanding
- Excellent communication
- Team collaboration
- Documentation and knowledge sharing
Pay & Benefits
Base Salary Range: $120,000 to $150,000 Per Annum
TCS Employee Benefits Summary:
- Discretionary Annual Incentive
- Comprehensive Medical Coverage: Medical & Health, Dental & Vision, Disability Planning & Insurance, Pet Insurance Plans
- Family Support: Maternal & Parental Leaves
- Insurance Options: Auto & Home Insurance, Identity Theft Protection
- Convenience & Professional Growth: Commuter Benefits & Certification & Training Reimbursement
- Time Off: Vacation, Time Off, Sick Leave & Holidays
- Legal & Financial Assistance: Legal Assistance, 401K Plan, Performance Bonus, College Fund, Student Loan Refinancing