Full Stack Engineer
Project Role Description : Responsible for developing and/or engineering the end-to-end features of a system, from user experience to backend code. Use development skills to deliver innovative solutions that help our clients improve the services they provide. Leverage new technologies that can be applied to solve challenging business problems with a cloud first and agile mindset.
Must have skills : Data Science
Good to have skills : NA
Minimum 5 year(s) of experience is required
Educational Qualification : 15 years full time education
Summary:
As a Full Stack Engineer, you will be responsible for developing and engineering the end-to-end features of a system. Your typical day will involve collaborating with cross-functional teams to design and implement innovative solutions that enhance user experience and optimize backend processes. You will leverage new technologies to address complex business challenges while maintaining a cloud-first and agile approach, ensuring that the services provided to clients are continuously improved and aligned with their needs. Your role will require a balance of creativity and technical expertise to deliver high-quality software solutions that meet project requirements and client expectations.
Roles & Responsibilities:
- Expected to perform independently and become an SME.
- Required active participation/contribution in team discussions.
- Contribute in providing solutions to work related problems.
- Collaborate with team members to design and implement new features.
- Conduct code reviews to ensure quality and adherence to best practices.
Experience with Hugging Face Transformers, LangChain, OpenAI APIs
Strong knowledge of machine learning libraries: scikit-learn, XGBoost, LightGBM
Experience with Retrieval-Augmented Generation (RAG): Faiss, Pinecone, Weaviate, ChromaDB
Training, fine-tuning, and optimizing transformer models (BERT, GPT, T5, LLaMA)
Deep understanding of self-attention, positional embeddings, sequence modeling
Strong NLP expertise: Named Entity Recognition (NER), topic modeling, text embeddings
Good grasp of linear algebra: vectors, matrices, eigenvalues, eigenvectors etc
Expertise in gradient descent, backpropagation, activation functions, loss functions
Experience with dimensionality reduction techniques for feature selection
Knowledge of time-series forecasting, anomaly detection, and probabilistic modeling
Understanding of model serving techniques, including REST APIs and real-time inference
Develop and fine-tune LLMs (GPT, BERT, T5, LLaMA, Mistral) for text generation, summarization, translation, and question-answering tasks.
Work with transformer-based architectures, understanding self-attention mechanisms, token embeddings, and model interpretability.
Implement custom tokenization techniques, text embedding models (Sentence-BERT, OpenAI Embeddings, Cohere, etc.), and efficient inference optimizations.
Apply prompt engineering and prompt tuning techniques to optimize model responses.
Work with LangChain and LLM orchestration frameworks to build AI-powered applications.
Build Retrieval-Augmented Generation (RAG) pipelines using vector databases like FAISS, Pinecone, Weaviate, ChromaDB.
Work with Hugging Face Transformers, spaCy, NLTK, and OpenAI APIs.
Professional & Technical Skills:
- Must To Have Skills: Proficiency in Python (Programming Language).
- Good To Have Skills: Experience with JavaScript frameworks such as React or Angular.
- Strong understanding of RESTful API design and development.
- Familiarity with cloud platforms such as AWS or Azure.
- Experience with database management systems like MySQL or PostgreSQL.
Must Have Skills:
1. Must have 5-7+ years of experience working as a Microsoft FED Angular.
2. Strong understanding of software development principles, design patterns, and best practices.
3. Develop, test, and maintain software applications using Angular and .NET.
4. Designing & developing user interfaces using angular best practices
5. Developing application code & unit tests in angular.
6. Experience in consuming Web API/ Rest API using Javascript.
7. Should have good troubleshooting and debugging skills
Good to Have Skills:
1. Knowledge/Experience in Excel
2 Knowledge/Experience of Agile methodology and Sprint based project delivery
Nice to Have Skills:
1. .Net Core
2. Agile Development Methodology
2. MySQL
Should be good team player.
Good Written & Verbal Communication skills
Good analytical and troubleshooting skills.
Additional Information:
- The candidate should have minimum 3 years of experience in Python (Programming Language).
- This position is based at our Bengaluru office.
- A 15-year of full time education is required.
Resource should be open to work in B Shift (Afternoon Shifts 12:30 to 10:30) during weekdays.
Bengaluru
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