Machine Learning Engineer

1 month ago

Anywhere in IndiaMultiple Locations PromptCloud Full time
About PromptCloud

PromptCloud is a pioneering Data as a Service company driving businesses to harness the power of data. Our cutting-edge technology fuels some of the most innovative big data projects globally. As a small yet agile team, we're committed to shaping the data-driven future by tackling its fundamental and toughest challenges.

We believe in fostering a holistic experience that lasts a lifetime, with clear growth paths for every role and level in the organization. Our fully remote setup encourages responsible flexibility, and we trust our people with the impact they can create, empowering them to choose how they want to achieve it.

We're on a mission to put reliable data at the heart of every business, fueling success and transforming the lives we touch – of our customers and our people alike. Our focus areas include implementing new products and features using machine learning, developing highly scalable classifiers and tools, and cultivating a machine learning culture within the organization.

Key Responsibilities:

  • Collaborate closely with product teams to implement new products and features using machine learning.
  • Develop highly scalable classifiers and tools leveraging machine learning, deep learning, and rules-based models.
  • Own and drive all machine learning projects.
  • Inculcate machine learning culture within an organization.
  • Deploy models and experience in the cloud.
  • Good knowledge on scripting and well-versed with Linux.

Requirements:

  • 1-4 years of relevant work experience.
  • Python programming skill is a must.
  • Strong coding capabilities in TensorFlow or PyTorch.
  • Good understanding of machine learning algorithms, distributions, and deep learning algorithms.
  • Good understanding of data structures and algorithms.
  • Good problem-solving skills.
  • Understanding/knowledge on Elasticsearch is a plus point.
  • Flexible with cross-functional work.
  • Any prior research publication is a plus point.
  • Strong programming skills with proven experience crafting, prototyping, and delivering advanced algorithmic solutions.
  • A passion for making machine learning methods robust and scalable.
  • Experience in extraction from structured/unstructured text, knowledge-based, or statistics-based.
  • Experience in one or more of the following areas: entity/relation extraction, normalization, text summarization, semantic search, word/paragraph/document embedding, ranking, etc.

Preferred Skills:

  • NLP algorithm implementation experience as well as the ability to modify standard algorithms.
  • Experience in deep learning approaches to NLP: word/paragraph embedding representation learning, text/sentiment classification, word2vec.
  • Experience with neural networks and deep learning frameworks (such as Keras, TensorFlow, torch).
  • Familiarity with database queries and data analysis processes (SQL, Python).
  • Good in natural language processing, information extraction, and text mining algorithms, tech stacks, and experience with datasets – benchmark and the real world.
  • Track record of leading, building, and deploying production NLP systems on large-scale text data.
  • Should be very good at natural language processing.
  • Must have a transformer and BERT understanding.

Perks:

  • An environment where each employee is celebrated.
  • A one-time home office setup allowance, monthly allowances for internet bills, child care allowance for new mothers/single parents.
  • Half-yearly performance appraisals.
  • Flexible working hours.
  • Competitive salary.

We're a 100% remote company, striving to build a unique and thriving workplace where work is designed around people – not the other way round.

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