Senior Software Engineer - Gen AI/ML
India-Bengaluru
Cloudera
Cloudera delivers a hybrid data platform with secure data management and portable cloud-native data analytics.Business Area:
EngineeringSeniority Level:
Mid-Senior levelJob Description:
At Cloudera, we empower people to transform complex data into clear and actionable insights. With as much data under management as the hyperscalers, we're the preferred data partner for the top companies in almost every industry. Powered by the relentless innovation of the open source community, Cloudera advances digital transformation for the world’s largest enterprises.
Join our Cloudera’s Machine Learning Platform team as a Senior ML Backend Software Engineer. You'll contribute to our next-gen AI & Machine Learning platform. You'll help design, build, and deliver a platform that accelerates Machine Learning from exploration to production and supports the creation and deployment of Generative AI apps in a hybrid cloud environment.
Our team is well-versed in Kubernetes, Apache Hadoop, and major cloud platforms (AWS, Azure, Openshift). We integrate with various data sources, including Apache Hive, S3, HBase, and more, using Python, Spark, or R.
Attention to detail and a strong drive are key qualities we value. As a senior engineer, you'll help our team develop and enjoy significant growth opportunities.
As a Senior Software Engineer you will:
Help build the leading platform for machine learning in the enterprise.
Design, and code elegant, scalable, enterprise-quality application services.
Implement AI application services powered by machine learning models.
Advocate for the implementation of Engineering best practices and coding standards
Build strong relationships and collaborate with platform and UI engineers, quality engineers, UX designers, as well as, Product Management, Field Engineering, and other external partners
Work to enhance developer velocity and team agility
We're excited about if you have:
4+ Experience with building AI applications with machine learning models using data science and machine learning tools (Python, Tensorflow, Spark, MLflow, R, etc.)
Experience with Generative AI frameworks (LangChain, Guidance, NeMo etc.).
Experience with at least one of the following Cloud technologies - Amazon Web Services (AWS), Microsoft Azure, Google Cloud Platform (GCP)
Experience building scalable microservices or applications using Go, Node.js, C# or Java
Experience with microservices design and development (Go, GRPC, SQL) on Kubernetes
Demonstrate ability to go deep into technology and complex distributed systems
Experience in crafting high level and low level design
Experience building scalable, robust and secure enterprise applications
Self-driven and motivated, with a strong sense of ownership and craftsmanship
Strong written and verbal communication skills.
It is a plus if you have:
Experience with foundation models, prompt engineering, fine-tuning, semantic search and Retrieval-Augmented Generation (RAG) using vector databases such as Pinecone, Milvus, etc.
Experience building and deploying Generative AI applications.
Full stack experience with React, HTML, CSS
Deep understanding of cloud-based networking
Experience with AI/ML orchestration software (Kubeflow, KServe, Knative)
Experience using Big Data technologies like Spark, Hive etc.
Proven track record of collaborating with agile teams across geographically dispersed locations.
What you can expect from us:
Generous PTO Policy
Support work life balance with Unplugged Days
Flexible WFH Policy
Mental & Physical Wellness programs
Phone and Internet Reimbursement program
Access to Continued Career Development
Comprehensive Benefits and Competitive Packages
Employee Resource Groups
Cloudera is an Equal Opportunity / Affirmative Action Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, pregnancy, sexual orientation, gender identity, national origin, age, protected veteran status, or disability status.
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* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: Agile AWS Azure Big Data Distributed Systems Engineering GCP Generative AI Google Cloud Hadoop HBase Java KNative KServe Kubeflow Kubernetes LangChain Machine Learning Microservices MLFlow ML models Node.js Open Source Pinecone Prompt engineering Python R RAG React Spark SQL TensorFlow UX
Perks/benefits: Career development Flex vacation Wellness
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