Pyxidia Techlab LLP
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Machine Learning Engineer - Python/Deep Learning (1-3 yrs) Bangalore (Analytics
Location:
Bangalore
Description:
Job Description :What will you do?- Implement technology solutions using Large Language Models (LLMs) like GPT- Fine tune LLMs with proprietary data- Use LLMs in conjunction with other domain specific models like Vision, NLP, Speech recognition, Image generation- Setup integrations with hosted LLMs using various cloud providers (AWS+HuggingFace, Azure+OpenAI, Google+Bard)- Setup and integrate hosted LLM models.- Enhance the hosted LLM models with proprietary data.- Write APIs using Python/Go to enhance and Integrate with existing API infrastructure.- Design Prompts that provide appropriate responses.- Use various prompt engineering methods (introspection, chain-of-thought, instruction prompting).- Work with data teams to collect and organize the data needed for the task at hand.- Ensure that best practices are followed in solving AI problems including thorough problem analysis, prior research understanding, persistent experimentation and documentation, rapid prototyping and extensive testing.- Help in filing for patents and publishing research papers at AI conferences.- Extensively document learnings from experiments and share with ML engineering team- Use Copilot/CodeWhisperer in developing code and create "cookbook" for good code generation.What you need to have?- Hands-on industry experience of 1 to 2 years working on machine learning and deep learning or related fields.- Sound understanding of Deep Learning in at least two AI problem domains, preferably, Computer Vision, NLP/NLG using LLM, Time Series Forecasting.- Having a strong mathematical background in linear algebra, probability, and calculus.- Familiar with machine learning frameworks such as PyTorch or TensorFlow, Keras.- Proficient in Python based programming- Understanding of modeling a problem into a Deep Learning framework.- Exposure in building, measuring and iterating on neural network architectures that effectively solved the problem- Experience working in a product-based startup environment- Understanding of pipelines to monitor, extract, index, build and tune ML and NLP models- Experience working in collaborative software development environments including the use of git, peer code review and independent authorship of well tested, maintainable and documented code.- Data Management- Defining validation strategies- Defining the pre-processing or feature engineering to be done on a given dataset- Defining data augmentation pipelines- Exploring and visualizing data to gain an understanding of it, then identifying differences in data distribution that could affect performance when deploying the model in the real world- Working proficiency with SQL and relational databases, data warehouse.- Experience with GPU/CUDA for computational efficiency.- Experience with ML Ops frameworks like Sagemaker/AWS, MLFlow or similar- Familiar with distributed computational frameworks (YARN, Spark, Hadoop) (ref:hirist.tech)
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More About this Listing: Machine Learning Engineer - Python/Deep Learning (1-3 yrs) Bangalore (Analytics
Machine Learning Engineer - Python/Deep Learning (1-3 yrs) Bangalore (Analytics is a Engineering Engineer Job at Pyxidia Techlab located in India. Find other listings like Machine Learning Engineer - Python/Deep Learning (1-3 yrs) Bangalore (Analytics by searching Oodle for Engineering Engineer Jobs.
Machine Learning Engineer - Python/Deep Learning (1-3 yrs) Bangalore (Analytics is a Engineering Engineer Job at Pyxidia Techlab located in India. Find other listings like Machine Learning Engineer - Python/Deep Learning (1-3 yrs) Bangalore (Analytics by searching Oodle for Engineering Engineer Jobs.