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Machine Learning Engineer

2 months ago

Bengaluru, India VerSe Innovation Full time

About the team


Are you passionate about machine learning and data science and love working on cutting-edge

projects that redefine the way content is recommended to users? If so, this opportunity at

Dailyhunt, Bharat's leading Content aggregation platform is for you

At Dailyhunt, we're a dynamic team of high-energy individuals who are on a mission to

revolutionize recommendation systems. We deal with a wide range of content formats, including

text, Xpresso (News Shorts), Videos, Viral cards, and more. Our approach is rooted in deep

learning, which enables us to better understand and enhance our content, ultimately providing

users with the best possible feed experience. We are also at the forefront of infusing Generative

AI and leveraging multiple cutting-edge technologies for content and image generation,

classification, and more.


What you'll do

As an ML Engineer/Data Scientist at Dailyhunt, you'll have the opportunity to work on a diverse

range of exciting challenges, including:

● Indic NLP - NER, Content representations & Embeddings, Content Similarity, Entity

Linking, etc

● Computer Vision & Multi modal content understanding

● SOTA Recommendation Algorithms

● Low Latency, Highly Optimized Feed Serving

● DNN Ranking & Multi Armed Bandit Algorithms

● RAG, Fine-tuning, Prompt-Engineering, LLM Model Serving


You will also work very closely with the Recommendation Engineering team and Product teams

to define various A/B experiments, iterate and fail fast on multiple hunches


Skills

● Python: NumPy, Pandas, Matplotlib, and Scikit-Learn

● Deep Learning Frameworks: TensorFlow, PyTorch, Huggingface, TF Serving,

TorchServe

● Generative AI: LlamaIndex, Langchain, LLM Stack

● Natural Language Processing Libraries: NLTK, SpaCy

● Distributed Processing: Spark, Pyspark, Flink, Spark Streaming

● Data Visualization: Tableau, Excel

● Good understanding of Hybrid DNN models, Collaborative Filtering, Two-tower

architectures, Vector Databases & KNN