About this role
This role focuses on developing and deploying advanced generative AI solutions within a microservice architecture, leveraging cloud platforms and large data systems to support enterprise needs.
Key Responsibilities
- Lead AI projects
- Develop generative AI pipelines
- Integrate AI with enterprise data
- Optimize large-scale models
- Collaborate with data teams
Technical Overview
The technical environment includes Python, JavaScript, ML frameworks like TensorFlow and PyTorch, cloud platforms (AWS, Azure, GCP), Hadoop, Spark, REST/SOAP APIs, and observability tools.
Ideal Candidate
The ideal candidate is a senior software engineer with 5+ years experience in AI and machine learning, proficient in Python and ML frameworks like TensorFlow and PyTorch. They should have experience with generative AI, microservice architecture, and cloud platforms such as AWS, Azure, or GCP.
Must-Have Skills
5+ years of Software Engineering experienceProficiency in PythonExperience with ML libraries like TensorFlowPyTorchExperience in Generative AI technologies like Retrieval-Augmented GenerationDeep understanding of microservice architectureExperience with cloud platforms (AWSAzureGCP)
Nice-to-Have Skills
JavaScriptAJAXjQueryAngularReactExperience with Data Science and AnalysisKnowledge of data processing tools like HadoopSparkExperience with enterprise tooling for CICD (HarnessJenkins)Experience with observability tools (PrometheusGrafanaELKDatadog)Experience with incident management tools like ServiceNow
Tools & Platforms
JiraConfluenceTerraformHarnessJenkinsPrometheusGrafanaELKDatadogServiceNow
Required Skills
PythonJavaScriptAJAXjQueryAngularReactML librariesTensorFlowPyTorchRetrieval-Augmented GenerationVector DBschunkingembeddingretrievalcontext injectionmicroservice architecturecloud platformsAWSAzureGCPData ScienceHadoopSparkREST/SOAP Web-APIsJiraConfluenceTerraformHarnessJenkinsPrometheusGrafanaELKDatadogServiceNow
Hard Skills
PythonJavaScriptAJAXjQueryAngularReactML librariesTensorFlowPyTorchRetrieval-Augmented GenerationVector DBschunkingembeddingretrievalcontext injectionmicroservice architecturecloud platformsAWSAzureGCPData ScienceHadoopSparkREST/SOAP Web-APIsJiraConfluenceTerraformHarnessJenkinsPrometheusGrafanaELKDatadogServiceNow
Soft Skills
problem-solvingcollaborationcommunicationleadershipadaptability
Keywords for Your Resume
software engineeringmachine learningPythonML librariesTensorFlowPyTorchgenerative AIretrieval-augmented generationmicroservice architecturecloud platformsAWSAzureGCPData ScienceHadoopSparkREST APIsSOAP Web-APIsJiraConfluenceTerraformJenkinsobservability toolsPrometheusGrafanaELKDatadogServiceNow
Deal Breakers
Less than 5 years of software engineering experience, No experience with ML libraries like TensorFlow or PyTorch, Lack of cloud platform experience, No experience with generative AI or retrieval-augmented generation
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