Machine Learning Systems Engineer

2 days ago


Vadodara, Gujarat, India beBeeMachineLearning Full time ₹ 19,21,380 - ₹ 25,19,700
MissionWe are on a mission to build intelligent systems that combine data, machine learning, and large language models (LLMs) to power real-world applications. Our team is looking for an expert in machine learning who can help us develop and deploy cutting-edge AI solutions.

Key Responsibilities
  • Develop and deploy machine learning models for ranking, scoring, and recommendations.
  • Design and implement NLP/LLM-powered features such as text generation, summarization, and contextual insights.
  • Integrate third-party AI APIs into product workflows and optimize for cost/performance.
  • Build pipelines for data collection, cleaning, and enrichment to ensure high-quality training and inference.
  • Implement semantic search and vector-based matching systems using embeddings and vector databases.
  • Monitor, evaluate, and retrain models to improve accuracy and adapt to new data.
Requirements
  • Strong programming skills in Python and familiarity with API integrations.
  • Experience with ML frameworks such as PyTorch, TensorFlow, and Scikit-learn.
  • Hands-on experience with NLP/LLMs (Hugging Face, LangChain, RAG, fine-tuning).
  • Knowledge of vector search technologies (FAISS, Pinecone, Weaviate, Elasticsearch).
  • Proficiency with SQL/NoSQL databases and ETL/data pipelines.
  • Experience deploying models in production (REST APIs, Docker, cloud services).
  • Strong understanding of applied ML: model evaluation, monitoring, and iteration.


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