Senior Machine Learning Engineer

Published date Posted on Indeed on May 11, 2022 (16 d ago)

About the Team
The Data Science Team is responsible for research and development of end to end solutions for search related problems with our new SaaS search platform Springboard. We collaborate with consultants and customers to learn user needs, gather data, design and prototype solutions, as well as validate preliminary results. We continuously explore new ML technologies, and join industry best practices with the latest ideas from academia to turn them into useful products. We work closely with the other engineering teams to put our algorithms into production and out into the world.

Our research areas include a variety of topics like, semantic search, relevance tuning/assessment, recommender systems, NLU and A/B testing.

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About you*
You are an experienced machine learning engineer who cares about the work, the team, and the customers; and who plays well with others. You understand common Machine Learning and Deep Learning algorithms, know when a certain algorithm is or is not the right tool for the job, and understand the impacts of different parameter settings.

You have strong experience with recommendation and relevance algorithms, NLP expertise with document classification/clustering techniques and summarization. You are able to code an algorithm from scratch based on a paper or your own ideas, modify existing algorithms, write tests, and validate the results.

Most importantly, you are able to work collaboratively with a diverse community of personalities spread across multiple time zones, leveraging your excellent communication skills to make sure everyone is on the same page.

You Will:

  • Assess ML models and recommend best base models for a variety of use cases
  • Help develop a highly automated model training, assessment, and deployment process including A/B testing
  • Develop software and tooling to facilitate greater automation and operability of services, focus on simplicity of use, operation, and performance
  • Research and share applicable best practices and new discoveries in ML
  • Participate in and drive design decisions
  • Engage with other software team members in a fast-paced environment with frequent iterations; we follow an Agile methodology
  • Work effectively with international teams

The team is responsible for:

  • Building out ML services for Lucidworks' new SaaS search platform, Springboard
  • Leading the way in developing ML services to provide best-in-class user search experiences, including site search, customer service, and eCommerce
  • Developing highly scalable solutions that work across multiple customers and use cases

Our Stack:

  • Python
  • PyTorch
  • ClearML
  • Jupyter
  • Docker and Kubernetes
  • Google Cloud

You Have:

  • 3+ years of professional R&D experience
  • Strong CS skills, ability to write efficient and easy to understand code in Python
  • Good knowledge of the common DS and NLP libraries such as pandas, numpy, scikit-learn, spacy, transformers
  • Experience with the DL frameworks: PyTorch or Keras/Tensorflow (PyTorch strongly preferred)
  • Familiarity with microservices and cloud technologies like Docker and Kubernetes

COVID Vaccination:
Lucidworks policy requires employees to be vaccinated before they visit an office.
We are a remote first company but in certain positions where office attendance is deemed to be essential to the role, offers of employment shall be conditional upon proof of vaccination or exception.

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Please note that at this time Lucidworks is unable to sponsor US employment authorization (both new and transfer).*

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About Lucidworks*

Lucidworks is leading digital transformation for some of the world's biggest retailers, financial services firms, manufacturers, and healthcare providers. By fusing the power of search and AI, Lucidworks creates connected experiences for shopping, work, research, and support. Brands like Lenovo, Reddit, and Red Hat rely on Lucidworks to power personalized experiences that delight customers and empower employees.

Fusion is our cloud-native, ML-powered search platform that integrates open-source projects Spark and Solr with our proprietary code for query intent prediction, low latency search, hyper-personalization and smart app creation. Our products include applications that run on the Fusion platform including Predictive Merchandiser, which helps ecommerce teams harness the power of ML to improve ecommerce conversion and Smart Answers, which enhances chatbots and virtual assistants with natural language processing and deep learning. We believe in building a team to deliver these products that make searching for insights a uniquely personal experience for a worldwide community of users.

Lucidworks believes in the power of diversity and inclusion to help us do our best work. We are an Equal Opportunity employer and welcome talent across a full range of backgrounds, orientation, origin, and identity in an inclusive and non-discriminatory way. Applicants receive consideration based on the relevant talents, skills, and experiences they offer to our company. Thank you for your interest and we look forward to learning more about you.

Job Type: Full-time


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