Software Engineer- Machine Learning

Software Engineer- Machine Learning

Mindteck (India) Limited
Penang
3 - 8 Years
Not Specified

Job Description

Responsibilities:
Developer will, design, develop, and apply machine learning, data analytics and other mathematical models to drive solutions to complex supply chain and manufacturing problems.
Essential Qualifications:
- BS/MS in Computer Science, Mathematics, Statistics, Operations Research.
- Must have proven experience in building machine learning based solutions for business problems.
- Must be an expert in functional programming concepts and commonly used programming languages like python, R and/or scala.
- Demonstrate ability to build data ingestion libraries from heterogeneous data sources including ms sql, excel, json, SAP HANA.
- Experience with feature extraction and multi dimensionality reduction using established techniques like Principal Component
Analysis, Design Of Experiments.
- Must have a broad based experience using established machine learning frameworks like sci kit-learn, tensor flow, spark ml.
Desirable Qualifications:
Expertise on Supply planning solution offerings using machine learning will be an advantage. Experience with machine learning platform setup and validation for big data predictive analytics will be a plus. Experience with building Visualization tier for machine learning results will be a plus.

As software is becoming ubiquitous in every device we use, defects are no longer a problem to be managed. They have to be predicted and excised. At Mindteck, quality is beyond delivering error free software. We view our processes and methodologies as an inherent feature enabling us to exceed customer expectations. Quality is a way of life at Mindteck covering all processes, interactions and deliverables.

At Mindteck, we benchmark our quality processes against international standards like ISO and CMMI. We are ISO 9001:2000 and ISO 27001:2005 certified and an SEI CMMI level 5 Certified company. Besides these certifications, Mindteck is also ISO 13485:2003 certified to serve the Medical Electronics Industry.

Our quality policy states - "We shall strive to satisfy our customers by consistently ensuring cost effective and timely delivery of high quality software solutions."

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