Python Developer with Containers (GenAI)

Python Developer with Containers (GenAI)Duration: 12-18 monthsW2 Candidates onlyBryant Park New York New York 10038(we have 2 roles 1 - Mid/Sr level and other is Lead)Key Responsibilities:o Collaborating with team and with partners in QSDG and Platform to define, build, test, and deploy platform meeting requirements.o Defining & enforcing standards & best practices related to platform management.o Evaluate third-party products to meet scalability, resiliency, and performance.o Build new or leverage existing platforms (Lab, SDLC) by automating setup, installation, verification, monitoring & provisioning processes.o Maintaining a central, version controlled, inventory of all environments, including their current versions and configuration settings.o Planning & allocating environments to teams depending on their delivery lifecycle.o Analyzing data to identify and proactively address environment-related issues.o Working with project teams to manage costs & improve efficiency of environments.o Partnering closely with Prod Support and Engineering to deploy & support applications.Required Skills:o Prior experience designing, implementing, and maintaining end to end environments, from POC to production.o Deep understanding of hardware, software, network, data & application configuration.o DevOps processes and CICD tooling (Jira, Git/Bitbucket, Jenkins, Datival, Artifactory, Ansible), orchestration & automation.o Multi-tier (Python based) web application stack microservices/serverless/loosely coupled architecture.o Mix of on-premises and cloud based, containerized (Docker/Kubernetes/OpenShift) deployment models.o Familiarity with no-SQL (MongoDB) and relational (SQL Server/Oracle) databases, and other various forms of Object, Vector, and file stores.o Unix scripting, SQL, work scheduling tools.o Setting up infrastructure monitoring & reporting for GPU/CPU & memory consumption, inference latency and model performance.o Performance profiling & optimization techniques to maximize performance & resource consumption / throughput and minimize latency.o Load balancing, high availability & backup recovery strategies/techniques.Non-Technicalo Ability to communicate effectively to a wide range of audience (business stakeholders, developer & support teams).o Meticulous & highly organized.o Adaptable to shifting & competing priorities.o Skilled at delegating, mentoring & setting expectations.o Critical thinking skills to diagnose & resolve complex issues.Experience desired:o Familiarity with AI & Deep learning, modeling techniques, Generative AI application stack.o Proficiency in Python and familiarity with AI frameworks (TensorFlow/PyTorch).o GPU cluster management (CUDA/Kubernetes), auto-scaling & scheduling (Triton Inference Server).Qualifications:o 7-10 years in similar roles. Preferably in the financial industry.o Higher education in IT field or relevant previous work experience.