MLOps Engineer
Remote (India)
Clarifai Inc.
Clarifai is the leading Full Stack AI, LLM, and computer vision production platform for modeling unstructured image, video, text, and audio data.About the Company
Clarifai is a leading, full-lifecycle deep learning AI platform for computer vision, natural language processing, and audio recognition. We help organizations transform unstructured images, video, text, and audio data into structured data at a significantly faster and more accurate rate than humans would be able to do on their own. Founded in 2013 by Matt Zeiler, Ph.D. Clarifai has been a market leader in AI since winning the top five places in image classification at the 2013 ImageNet Challenge. Clarifai continues to grow with employees remotely based throughout the United States and in Tallinn, Estonia.
We have raised $100M in funding to date, with $60M coming from our most recent Series C, and are backed by industry leaders like Menlo Ventures, Union Square Ventures, Lux Capital, New Enterprise Associates, LDV Capital, Corazon Capital, Google Ventures, NVIDIA, Qualcomm and Osage.
Clarifai is proud to be an equal opportunity workplace dedicated to pursuing, hiring, and retaining a diverse workforce.
Your Impact
As one of Clarifai's ML-OPS Engineers, you will have impact within the developer community, machine learning field, and on Clarifai's business by using state-of-the-art machine learning tools, assisting with our innovation engine, and transferring your deep learning knowledge to others at Clarifai.
The Opportunity
As a member of our Research Team, you will solve real world problems through a process of prototyping, implementation, measurement, and iteration. You'll research the latest developments in machine learning, understanding what works best for our users. You will develop models, techniques, and tools and integrate new machine learning capabilities into Clarifai's machine learning platform.
As an ML-OPS Engineer on our product team, you will research the latest tools and techniques in machine learning and determine their potential use in our platform. You will run experiments to test performance, consider optimizations, and improve the features that we offer. You will work on a team of scientists and engineers, and be responsible for staying up to date with the latest research, testing and experimenting with new ideas and techniques, and building what works best into our products.
We are looking for someone motivated to learn and experiment with new ideas, and who is interested in staying up to date with the latest research in machine learning. We are looking for candidates interested in project ownership - you will have the opportunity to determine the best way to figure out a solution to our problems, how to evaluate your solution, and how it could be best used by our team. An ideal candidate will love trying out new ideas and developing the ones that work best into usable software.
You will:
- Develop data processing workflows for optimized ingestion
- Develop SOTA data augmentation techniques
- Develop and Improve a robust experiment tracking system
- Design KF pipelines for computationally intensive operations
- Build python-utils for internal and external uses
Requirements
- Fluent with using an NN framework such as TensorFlow, Keras, Caffe, or Torch, and understanding how back-propagation works
- Fluent with Python, as well as experience with packages such as NumPy, pandas, scikit-learn, and matplotlib.
- Experience with popular machine learning hubs and frameworks, such as hugging face, OpenMMLab, and detectron2
- PhD/Masters in Computer Science or related field
- Kubernetes at a high level
- Familiar with ML hardware and related technology
- Knowledge on scaling ML
Great to Have
- Experience working in product teams
- Experience with GO programming language
- Experience with TensorRT, Deepstream, TRITON
- Projects in video, speech, or NLP
- Published Research papers/patents
- Contribution to open-source projects
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: Caffe Classification Computer Science Computer Vision Deep Learning Keras Kubernetes Machine Learning Matplotlib MLOps NLP NumPy Open Source Pandas PhD Pipelines Prototyping Python Research Scikit-learn TensorFlow TensorRT Testing
Perks/benefits: Career development
More jobs like this
Explore more AI, ML, Data Science career opportunities
Find even more open roles in Artificial Intelligence (AI), Machine Learning (ML), Natural Language Processing (NLP), Computer Vision (CV), Data Engineering, Data Analytics, Big Data, and Data Science in general - ordered by popularity of job title or skills, toolset and products used - below.
- Open Lead Data Analyst jobs
- Open Data Science Manager jobs
- Open MLOps Engineer jobs
- Open Senior Business Intelligence Analyst jobs
- Open Data Engineer II jobs
- Open Data Manager jobs
- Open Sr Data Engineer jobs
- Open Power BI Developer jobs
- Open Principal Data Engineer jobs
- Open Data Analytics Engineer jobs
- Open Business Intelligence Developer jobs
- Open Junior Data Scientist jobs
- Open Data Scientist II jobs
- Open Product Data Analyst jobs
- Open Senior Data Architect jobs
- Open Sr. Data Scientist jobs
- Open Business Data Analyst jobs
- Open Big Data Engineer jobs
- Open Data Analyst Intern jobs
- Open Manager, Data Engineering jobs
- Open Azure Data Engineer jobs
- Open Junior Data Engineer jobs
- Open Data Quality Analyst jobs
- Open Data Product Manager jobs
- Open Principal Data Scientist jobs
- Open Data quality-related jobs
- Open Business Intelligence-related jobs
- Open ML models-related jobs
- Open GCP-related jobs
- Open Data management-related jobs
- Open Java-related jobs
- Open Privacy-related jobs
- Open Data visualization-related jobs
- Open Finance-related jobs
- Open APIs-related jobs
- Open Deep Learning-related jobs
- Open PyTorch-related jobs
- Open Consulting-related jobs
- Open Snowflake-related jobs
- Open TensorFlow-related jobs
- Open PhD-related jobs
- Open CI/CD-related jobs
- Open NLP-related jobs
- Open Kubernetes-related jobs
- Open Data governance-related jobs
- Open LLMs-related jobs
- Open Airflow-related jobs
- Open Hadoop-related jobs
- Open Databricks-related jobs
- Open Data warehouse-related jobs