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Project Details

Consultant - Machine Learning Engineer

A global management consulting firm

 Mumbai / Navi Mumbai, Delhi / NCR, Kolkata, Chennai, Bangalore, Pune, Hyderabad

Posted on:  31/01/2022

Cinque Terre

Starts on:  14/02/2022

BROAD CATEGORY

Information Technology

SUB CATEGORY

Software Development - Python, Data Science,

INDUSTRY

Software

Company Details

A global management consulting firm

Assignment Details

Our client is a top consulting firm and is looking for a ML expert.
The consultant will be responsible for building, optimizing and maintaining stability of the RL-based personalization engine itself (e.g. setting up Spark in Kubernetes)

More details will be provided by the client during discussions.

Skills Required

Must-haves
• Strong code development practices in Python >=3.7 with high amount of rigor and high code standards
• Experience in quality assuring data science code, e.g., by reviewing pull requests
• Strong capabilities in data management using – Relational methods/systems (SQL),
– Object storage/big data approaches (AWS S3/HDFS/Azure Data Lake),
– Distributed computing frameworks (such as Apache Spark)
• Strong capabilities in PySpark, covering data management and performance tuning, at data scale >1TB
• Experienced in Python based machine learning, at least using sci-kit learn, preferrably also Spark ML
• Experienced in code versioning and release management through git, e.g., following the gitFlow approach
• Experienced in unit testing, static code analysis/code linting, using e.g., pytest, flake8, black, isort
• Hands-on experience with a workflow orchestrator, preferrably Apache Airflow
• Basic knowledge of DevOps/cloud native approaches – minimally Docker, ideally Kubernetes, Terraform and similar

Nice to Have:
• Experience in Reinforcement Learing solutions
• Experience in using MLFlow
• Experience in real time data management, e.g. using Kafka, Spark streaming, or similar

Assignment Duration

6 month(s)

Capacity Required

Full Time

No. of Positions

1

Nature of Work

Remote

Profile Requirements

Experience: 10+ years

Qualification : Graduate

fleXpertise required

ApacheSparkPythonData ScienceMachine LearningDevOps

ESTIMATED BUDGET (Total Budget)

-

 

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