You will be part of the IT Information Management & Analytics team and in this role, you will at the forefront of implementing state-of-the-art Generative AI, Machine Learning and AI Cognitive Services enhanced business use cases. This Advanced AI Engineer role will work with the business stakeholders, IT business partners, functional consultants, and infrastructure/technology teams to deliver innovative AI technology solutions that accelerate digital transformation and drive operational efficiency as well as business growth. You will focus primarily on the full cycle delivery of AI/ML use cases from requirements/design to release, driving the evolution of AI/ML infrastructure/process, and enabling Intelligent Apps & Automation, next generation of AI Copilots/Assistants, etc.
Collaborate with data scientists and data engineers to build production-level models and pipelines, including any required preprocessing of input datasets and postprocessing after model inference.
Work within project planning constraints, communicating any identified project risks and issues to the delivery/project manager and provide inputs to the change control process.
YOU MUST HAVE
- Bachelors in Computer Science, Data Science or Engineering fields
- 4-6 years of IT experience in solution architect / data scientist / software development for large corporate/organizations
- Hands-on experience in LLM engineering and LLMOps, including advanced prompt engineering and fine-tuning of LLMs.
- 3+ years of experience in building and deploying Machine Learning solutions using various supervised/unsupervised ML algorithms such as Linear/Logistic Regression, Support Vector Machines, (Deep) Neural Networks, Random Forest, etc
- 3+ years of hands-on experience with Python programming and statistical packages, and ML libraries such as scikit-learn, Keras, TensorFlow etc.
2+ years of experience in building AI solutions with NLP/NLG framworks such as Keras, TensorFlow, HuggingFace Transformers and libraries (like NLTK, Spacy, genism)
2+ years of experience working on data science platform Databricks
- 2+ years of experience in building IT use cases / solutions especially around AI/ML cognitive services, based on Cloud infrastructure and services such as Azure cloud platforms and Databricks.
WE VALUE
- Master's Degree in Computer Science, Data Science or Engineering fields
- Work experience / education in data science, data engineering and analytics
- Excellent understanding of Machine Learning techniques and proficiency in feature analysis, algorithm selection and model hyperparameter tuning.
Understanding of application development framework like LangChain, LlamaIndex, and knowledge of vector index, vector databases
- Project experience with NLP/NLG, AI Conversational Agent (Chatbot), OCR
- Experience with Big data platform technologies Hadoop, PySpark, Hive, etc.
- Experience with DevSecOps framework, develop CICD pipelines, orchestrate workflow using Airflow, Opsera
- Experience with Docker and Kubernetes
- Working Experience in an Agile/Scrum/Scaled Agile and DevOps based team environment
- Certifications/ Course work in Generative AI, AI/ML and Cloud platforms
- Great communication skills
Additional Information - JOB ID: req446496
- Category: Engineering
- Location: Devarabisanahalli Village, KR Varturhobli,,East Taluk - Phase I,Bangalore,KARNATAKA,560103,India
- Exempt