Software Engineer 1
- Geekyants
- 1 - 4 years
- Bengaluru
- 4 months ago
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Job Description
We are seeking an AI/ML Engineer - I to design, develop, and deploy machine learning models and AI solutions. This role involves working with modern ML frameworks, large language models (LLMs), and building scalable AI applications.
Key Responsibilities
- Develop and deploy machine learning models using TensorFlow, PyTorch, and Scikit-Learn
- Build end-to-end ML pipelines from data preprocessing to model serving
- Work with LLMs, implement RAG systems, and develop AI-driven applications
- Create REST APIs using FastAPI or Flask and deploy using Docker and Kubernetes
- Process and analyze large datasets using SQL, Pandas, and Spark
- Implement MLOps practices such as model monitoring, logging, and versioning
Required Skills
- Programming & Development
- Python Strong proficiency, including OOP principles
- Software Architecture Familiarity with frontend/backend components, microservices, and API design
- Version Control Proficient with Git and platforms like GitHub or GitLab
- ML/AI Technologies
- ML Frameworks TensorFlow, PyTorch, Scikit-Learn, XGBoost
- LLM Expertise Understanding of transformer architectures, fine-tuning, and prompt engineering
- Vector Databases Experience with Pinecone, Weaviate, or Chroma for embeddings and similarity search
- Data & Infrastructure
- Data Handling Pandas, NumPy, SQL, Apache Spark
- Cloud Platforms Experience with AWS, GCP, or Azure
- Deployment Docker, Kubernetes, FastAPI, Flask, REST APIs
- Mathematical Foundation
- Solid understanding of linear algebra, statistics, and calculus as applied to ML algorithms
- Soft Skills
- Strong problem-solving abilities, clear technical communication, and collaboration across teams
Preferred Qualifications
- Bachelor's or Masters degree in Computer Science, Data Science, or a related field
- Approximately 1 year of experience in ML/AI development
- Familiarity with MLOps tools like MLflow or Weights & Biases
- Knowledge of computer vision and/or NLP applications
Additional Technical Areas
- Understanding of data privacy and security best practices
- Experience with streaming data processing tools such as Kafka or Apache Beam
Job Classification
Industry: IT Services & ConsultingFunctional Area / Department: Data Science & AnalyticsRole Category: Data Science & Machine LearningRole: Machine Learning EngineerEmployement Type: Full timeContact Details:
Company: GeekyantsLocation(s): Bengaluru
Keyskills: Machine Learning Python Artificial Intelligence Large Language Model Tensorflow Langchain Api Integration Scikit-Learn Model Development Huggingface Docker Azure Cloud Llamaindex AWS Flask Database Handling Rest Apis Numpy Pytorch Opencv Chatgpt GCP Pandas RAG Kubernetes
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GeekyAnts is a design and development studio that specialises in building solutions for web and mobile that drive innovation and transform industries and lives. They hold expertise in state-of-the-art technologies like React, React Native, Flutter, Angular, Vue, NodeJS, Python, Svelte and more.Gee...
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