About this role
AWS ProServe India seeks a senior AI/ML delivery consultant to help internal customers address AWS customers’ business needs using machine learning and deep learning. The role involves delivering predictive models on AWS Cloud, from understanding the problem through deployment and ongoing improvement.
Responsibilities
- Understand business needs and guide internal customers toward solutions using AWS AI services, platforms, frameworks and EC2 instances.
- Deliver ML/DL projects end to end: aggregate and explore data, build and validate predictive models, and deploy them to deliver business impact.
- Help customers build deep learning models with frameworks such as MXNet, Caffe 2, TensorFlow, Theano, CNTK and Keras, and machine learning models with SparkML and Amazon Machine Learning.
- Collaborate with Big Data consultants to analyze, extract, normalize and label data, and with DevOps consultants to operationalize models. Identify model drift, retrain models, and research and implement new ML/DL approaches, including FPGA-based approaches.
Required qualifications
- At least 7 years of external- or internal-customer-facing, complex, large-scale project management experience.
- A bachelor’s degree in computer science, engineering or mathematics, or equivalent qualifications.
- Experience with AI/ML technologies and popular deep learning frameworks, such as MXNet and TensorFlow; experience driving collaborative projects from conception to delivery or training and deploying ML systems for large-scale optimization.
Preferred qualifications
- At least 10 years of IT platform implementation experience in a technical and analytical role.
- Experience consulting on, designing and implementing serverless distributed solutions; technical specialization in design and architecture; cloud solutions such as AWS, systems, networks and operating systems; and databases or data technologies such as SQL, NoSQL, Hadoop, Spark, Kafka and Kinesis.
- Experience managing complex, large-scale projects for internal or external customers.
The role is open in Bengaluru, Hyderabad, Mumbai and Gurugram, India.
Skills for this role
Machine LearningDeep LearningAWS AI ServicesAmazon EC2MXNetCaffe 2TensorFlowTheanoCNTKKerasSparkMLAmazon Machine LearningPredictive modelingData analysisData labelingModel deploymentModel drift detectionModel retrainingFPGAProject managementConsultingServerless architectureDistributed systemsAWSSQLNoSQLHadoopSparkKafkaKinesis