0 - 2 years
2 - 5 Lacs
Posted:1 week ago|
Platform:
Remote
Full Time
AI/ML Engineer – Junior
Location: Pune, Maharashtra
Experience: 1–2 years
Employment: Full-time
Role Overview:
Join our AI/ML team to build and deploy generative and traditional ML models—from ideation
and data preparation to production pipelines and performance optimization. You’ll solve real
problems, handle data end-to-end, navigate the AI development lifecycle, and contribute to both
model innovation and operational excellence.
Key Responsibilities:
● Full AI/ML Lifecycle: Engage from problem scoping through data collection, modeling,
deployment, monitoring, and iteration.
● Generative & ML Models: Build and fine-tune transformer-based LLMs (like GPT,
BERT) both commercial as well as local, GANs, diffusion models; also develop
traditional ML models for classification, regression, etc. Experience with DL models for
Computer vision like CNN, R-CNN, etc is a plus.
● Data Engineering: Clean, label, preprocess, augment, and version datasets. Build ETL
pipelines and features for model training. Experience with libraries like pandas, numpy,
nltk, etc.
● Model Deployment & MLOps: Containerize models (Docker), deploy
APIs/microservices, implement CI/CD for ML, monitor performance and drift .
● Troubleshooting & Optimization: Analyze errors, handle overfitting/underfitting,
hallucinations, class imbalance, latency concerns; tune model performance.
● Collaboration: Partner with project managers, DevOps, backend engineers, and senior
ML staff to integrate AI features.
● Innovation & Research: Stay current with GenAI (prompt techniques, RAG, LangChain,
LLM models), test new architectures, contribute insights.
● Documentation: Maintain reproducible experiments, write clear docs, follow best practices
Required Skills:
● Bachelor’s in CS, AI, Data Science, or related field.
● 1–2 years in ML/AI roles; hands-on with both generative and traditional models.
● Proficient in Python and ML frameworks (PyTorch, TensorFlow, Hugging Face,
scikit-learn).
● Strong understanding of AI project lifecycle and MLOps principles .
● Experience in data workflows: preprocessing, feature engineering, dataset management.
● Familiarity with Docker, REST APIs, Git, and cloud platforms (AWS/GCP/Azure).
● Sharp analytical and problem-solving skills, with ability to debug and iterate models.
● Excellent communication and teamwork abilities.
Preferred Skills:
● Projects involving ChatGPT, LLaMA, Stable Diffusion or similar models.
● Experience with prompt engineering, RAG pipelines, vector DBs (FAISS, Pinecone,
Weaviate) .
● Exposure to CI/CD pipelines and ML metadata/versioning.
● GitHub portfolio or publications in generative AI.
● Awareness of ethics, bias mitigation, privacy, compliance in AI.
Job Type: Full-time
Pay: ₹200,000.00 - ₹500,000.00 per year
Benefits:
Work Location: Hybrid remote in Pune, Maharashtra
EncureIT Systems Private Limited
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