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Machine Learning Architect - Deployments

Machine Learning Architect - Deployments

at Netmeds.com

DP
Posted by Vijay Hemnath
icon
Chennai
icon
5 - 10 yrs
icon
₹10L - ₹30L / yr
icon
Full time
Skills
Machine Learning (ML)
Software deployment
CI/CD
Cloud Computing
Snow flake schema
Amazon Redshift
Big Data
Serverless
AWS Lambda
PySpark
EMR
Data storage
Google Cloud Storage
Amazon S3
Amazon Glacier
Tableau
PowerBI
Qlik
Predictive modelling
Python
Scikit-Learn
k-means clustering
Artificial Intelligence (AI)
SaaS

We are looking for an outstanding ML Architect (Deployments) with expertise in deploying Machine Learning solutions/models into production and scaling them to serve millions of customers. A candidate with an adaptable and productive working style which fits in a fast-moving environment.

 

Skills:

- 5+ years deploying Machine Learning pipelines in large enterprise production systems.

- Experience developing end to end ML solutions from business hypothesis to deployment / understanding the entirety of the ML development life cycle.
- Expert in modern software development practices; solid experience using source control management (CI/CD).
- Proficient in designing relevant architecture / microservices to fulfil application integration, model monitoring, training / re-training, model management, model deployment, model experimentation/development, alert mechanisms.
- Experience with public cloud platforms (Azure, AWS, GCP).
- Serverless services like lambda, azure functions, and/or cloud functions.
- Orchestration services like data factory, data pipeline, and/or data flow.
- Data science workbench/managed services like azure machine learning, sagemaker, and/or AI platform.
- Data warehouse services like snowflake, redshift, bigquery, azure sql dw, AWS Redshift.
- Distributed computing services like Pyspark, EMR, Databricks.
- Data storage services like cloud storage, S3, blob, S3 Glacier.
- Data visualization tools like Power BI, Tableau, Quicksight, and/or Qlik.
- Proven experience serving up predictive algorithms and analytics through batch and real-time APIs.
- Solid working experience with software engineers, data scientists, product owners, business analysts, project managers, and business stakeholders to design the holistic solution.
- Strong technical acumen around automated testing.
- Extensive background in statistical analysis and modeling (distributions, hypothesis testing, probability theory, etc.)
- Strong hands-on experience with statistical packages and ML libraries (e.g., Python scikit learn, Spark MLlib, etc.)
- Experience in effective data exploration and visualization (e.g., Excel, Power BI, Tableau, Qlik, etc.)
- Experience in developing and debugging in one or more of the languages Java, Python.
- Ability to work in cross functional teams.
- Apply Machine Learning techniques in production including, but not limited to, neuralnets, regression, decision trees, random forests, ensembles, SVM, Bayesian models, K-Means, etc.

 

Roles and Responsibilities:

Deploying ML models into production, and scaling them to serve millions of customers.

Technical solutioning skills with deep understanding of technical API integrations, AI / Data Science, BigData and public cloud architectures / deployments in a SaaS environment.

Strong stakeholder relationship management skills - able to influence and manage the expectations of senior executives.
Strong networking skills with the ability to build and maintain strong relationships with both business, operations and technology teams internally and externally.

Provide software design and programming support to projects.

 

 Qualifications & Experience:

Engineering and post graduate candidates, preferably in Computer Science, from premier institutions with proven work experience as a Machine Learning Architect (Deployments) or a similar role for 5-7 years.

 

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About Netmeds.com

Founded
2015
Type
Size
Stage
Raised funding
About

Netmeds.com is a digital pharma platform that delivers authorized prescription and over-the-counter (OTC) medicine, in addition to other health-related products. With over 5.7 million customers in over 670 cities and towns throughout India, Netmeds aims to provide a solution for the speedy online purchase and quick delivery of verified prescriptions across India. Customers have a straightforward method for shopping for health products online through the website. To guarantee that only the appropriate medication is delivered, a group of licensed pharmacists examines the prescription to verify its legitimacy and determine the appropriate dosage. Users get access to over 70,000 prescription medications for chronic and recurring disorders via Netmeds. Additionally, customers have access to better lifestyle drugs and thousands of non-prescription goods through Netmeds.


A business located in Chennai called Dadha Pharma is promoting Netmeds.com. The Dadha family has a long history of working in the pharmaceutical sector. In 1914, they opened their first store selling pharmaceutical products, and in 1972, they branched out into the production of medications.

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