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Machine Learning Engineer

2 months ago


Gurugram, India EXL Full time

Machine Learning Engineer

EXL Gurugram, Haryana, India (On-site)

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Key Responsibilities:


• To help a team of Data Scientists/MLEs in developing and integrating software algorithms

• To structure, analyze, and leverage data in both structured and unstructured environments.

• Utilize machine learning and statistical modeling techniques such as decision trees, logistic regression, Bayesian analysis, and others to enhance product/system performance, quality, data management, and accuracy.

• Translate technical specifications and algorithms into efficient code using Python and Java.

• Conduct testing, debugging, and optimization of algorithms and code to ensure functionality and efficiency.

• Create documentation and procedures for the installation, maintenance, and usage of developed algorithms and software components.

• Apply deep learning technologies to enable computers to visualize, learn, and respond to complex scenarios.

• Collaborate with cross-functional teams to integrate machine learning capabilities into large-scale computing frameworks, data analysis systems, and modelling environments.


Qualifications:

• Bachelor's degree or higher in Computer Science, Engineering, Mathematics, or related field.

• Proficiency in Python and Java

• Experience in implementing machine learning algorithms and models is desirable.

• Background in machine learning, deep learning, computer vision and multimodal learning

• Proficiency in relevant libraries (e.g., TensorFlow, PyTorch) to develop production-grade quality product

• Experience with distributed systems design and implementation

• Proficiency in Agile development practices and Continuous Integration/Continuous Deployment (CI/CD)

• Experience with data visualization tools and libraries (e.g., Tableau, Matplotlib, D3.js).

• Familiarity with large-scale computing frameworks (e.g. Apache Spark).

• Excellent problem-solving skills and the ability to work independently and collaboratively

• Good understanding of statistics, linear algebra, and probability theory

• Familiarity with cloud platforms (e.g., Azure, AWS, GCP) and distributed computing

• Experience working with APIs.


Preferred Skill sets:

Data Science, Machine Learning, Artificial Intelligence, Deep Learning, Spark, Python,

SQL, CI/CD, Jenkins, Cloud platforms, GCP, NLP, Classification Models, Predictive Modeling