Mlops Architect
2 weeks ago
Job Description
- About Us
- Integrated Personnel Services Ltd. (IPSL) incorporated in the year 2004, with intent to deliver integrated solutions for Recruitment, HR Management / processing and HR outsourcing for IT and Non-IT companies that exactly matching to the client’s requirements. IPS Groups customer centric orientation in providing complete HR Solution has fueled its growth and success. Today, our pro-customer approach and our endeavor to deliver perfect solutions for our client’s requirements in the most efficient and economical way, we have created a niche for ourselves as end-to-end HR outsourcing solution provider.
- About Company
- Our solutions are the catalyst for driving business outcomes. It’s time to debunk the myth that digital transformation is expensive or difficult. We know where to start to quickly build momentum and accelerate transformation through an incremental approach. Our practitioners guide the process from end to end, using data and technology to collaboratively launch products in weeks, not months. Get results with our breakthrough approach to ignite growth and deliver meaningful outcomes for digital transformation without impediments or limitations.
- Roles and Responsibility
- Experience with ML training/retraining, Model Registry, ML model performance measurement using
- ML Ops using AWS sagemaker
- Experience building/operating systems for data extraction, ingestion and processing of large data
- sets
- Experience with MLOps tools such as Sagemaker and MLFlow
- Strong experience in Python programming
- Experience with CI/CD
- Fluency in Python data tools e.g. Pandas, Dask, or Pyspark
- Experience working on large scale, distributed systems
- Python/Scala for data pipelines
- Decent exposure to Airflow and Jenkins.
- Good working experience in AWS environment, Knowledge of Databricks is a plus.
- Technical skills requirements
- Experience deploying machine learning models into production environment.
- Strong DevOps, Data Engineering and ML background with Cloud platforms primarily AWS
- Experience in containerization and orchestration (such as Docker, Kubernetes)
Recruiter Name Akshay Singh
Industry IT
Location Karnataka,Maharashtra,Tamil Nadu,Telangana Bengaluru,Pune,Chennai,Hyderabad
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