MLOPS Engineer Jobs in Mumbai All, Mumbai, Navi Mumbai - For a Client of Teamlease Digital
FEATURED JOBMLOPS Engineer
Job Description
Machine Learning Operations Engineering for Cybersecurity Platform of GOI Client.
• Developed and deployed data and machine learning solutions for ML-based threat detection.
• Collaborated closely with clients to understand their requirements regarding to data, cyber attacks, POCs, etc.
• Performed threat modeling for HTTP Layer cyber attack during a collaborative R&D activity, and thus generated
realistic attack data for ML Modelling. Successively developed statistical ML model for effective detection.
Authored whitepapers, presentations to communicate work/findings to clients.
• Developed end-to-end ML-based threat detection pipelines utilizing Airflow, MLflow, Docker, SKlearn, Postgres,
Neo4j etc. in Linux-based environments for use-cases like Lateral Movement, DoS, etc. detection.
• Developed and containerized components of ML prediction pipelines using Docker, & integrated them in Airflow DAG
scripts utilizing dockeroperator, thus making 5+ pipelines operational.
• Co-created ETL framework in collaboration with module leads to capture & store Network Traffic in Data Lake
(elastic search). Ensured the uptime of ETL processes using continuous process monitoring & cron job.
• Built containerized data processing libraries for packet captures, integrated them with ETL Framework to make data for
use-case available on Data Lake(elastic search), thus solved data availabilty issue for use-cases.
• Deployed MLflow in on-premise cloud using docker-compose with Nginx as reverse proxy and FTP as a backend. Led &
guided its integration in 10+ pipelines on Airflow. Provided support to developers to ensure seamless mlflow
operations and model lifecycle management.
• Design and implemented scripts to automate deployments of Airflow DAGs, Docker setups, etc. using
Python,Bash,Make, slashing deployment times, streamlining workflows, and minimizing manual effort.
• Consistently recognized for exceptional collaboration and component integration skills.
• Tech Stack: Python, Numpy, Pandas, Sklearn, SQL (Programming & ML); Airflow, Mlflow, Docker, Elastic Search,
Postgres, Linux Tools, GIT (MLOps/Data Toolkit); Scapy for network programming, Tcpdump (Cybersecurity)
Job Particulars
About Company
Mumbai 
Freshers 
Salary not disclosed 
BE/B.Tech, ME/M.Tech
Navi Mumbai
Freshers
Salary not disclosed
BE/B.Tech, ME/M.Tech
Navi Mumbai
Freshers
Salary not disclosed
BE/B.Tech, ME/M.Tech
Navi Mumbai
Freshers
Salary not disclosed
BE/B.Tech
Mumbai
Freshers
Salary not disclosed
BE/B.Tech, ME/M.Tech
Mumbai
Freshers
Salary not disclosed
BCA, BE/B.Tech, MCA, MSc
Mumbai
1 to 3 Years
Salary not disclosed
BE/B.Tech
Mumbai
Freshers
Salary not disclosed
BE/B.Tech, BSc
Mumbai
Freshers
Salary not disclosed
BE/B.Tech, ME/M.Tech
Mumbai
Freshers
Salary not disclosed
BE/B.Tech, ME/M.Tech
Mumbai
Freshers
Salary not disclosed
BE/B.Tech, ME/M.Tech
Mumbai
Freshers
Salary not disclosed
BCA, BE/B.Tech
Mumbai
Freshers
Salary not disclosed
BE/B.Tech
Mumbai
Freshers
Salary not disclosed
BCA, BE/B.Tech
Mumbai
Freshers
Salary not disclosed
BCA, BE/B.Tech
Mumbai
3+ Years
Salary not disclosed
BE/B.Tech, MCA
Mumbai
Freshers
Salary not disclosed
BE/B.Tech, ME/M.Tech
Mumbai
Freshers
Salary not disclosed
BE/B.Tech, ME/M.Tech
Navi Mumbai
Freshers
Salary not disclosed
BE/B.Tech, ME/M.Tech
Navi Mumbai
Freshers
Salary not disclosed
BE/B.Tech, ME/M.Tech 
