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Integers.Ai
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Machine Learning Engineer

Machine Learning Engineer

Integers.Ai

5 years

0 Lacs

India

Posted:1 week ago| Platform:

Apply

Skills Required

learning ai ml algorithms optimization design data software mathematics analysis efficiency model tuning engineering research probability inference testing programming numpy matplotlib tensorflow pytorch keras mlflow airflow docker aws gcp azure reinforcement evaluation metrics processing spark dask statistics diversity

Work Mode

Remote

Job Description

Role:
Machine Learning Engineer
Job Location:
Remote (Occasional travel to Chennai)
Experience:
5-8 years

About the Role

We are seeking a highly skilled and mathematically grounded Machine Learning Engineer to join our AI team. The ideal candidate will have 5+ years of ML experience with a deep understanding of machine learning algorithms, statistical modeling, and optimization techniques, along with hands-on experience in building scalable ML systems using modern frameworks and tools.

Key Responsibilities:

Design, develop, and deploy machine learning models for real-world applications.
Collaborate with data scientists, software engineers, and product teams to integrate ML solutions into production systems.

· Understand the mathematics behind machine learning algorithms to effectively implement and optimize them.

Conduct mathematical analysis of algorithms to ensure robustness, efficiency, and scalability.
Optimize model performance through hyperparameter tuning, feature engineering, and algorithmic improvements.
Stay updated with the latest research in machine learning and apply relevant findings to ongoing projects.

Required Qualifications

Mathematics & Theoretical Foundations

Strong foundation in
Linear Algebra
(e.g., matrix operations, eigenvalues, SVD).
Proficiency in
Probability and Statistics
(e.g., Bayesian inference, hypothesis testing, distributions).
Solid understanding of
Calculus
(e.g., gradients, partial derivatives, optimization).
Knowledge of
Numerical Methods
and
Convex Optimization
.
Familiarity with
Information Theory
,
Graph Theory
, or
Statistical Learning Theory
is a plus.

Programming & Software Skills

Proficient in
Python
(preferred), with experience in libraries such as:
NumPy, Pandas, Scikit-learn, Matplotlib, Seaborn
Experience with
deep learning frameworks
:
TensorFlow, PyTorch, Keras, or JAX
Familiarity with
ML Ops tools
:
MLflow, Kubeflow, Airflow, Docker, Kubernetes
Experience with
cloud platforms
(AWS, GCP, Azure) for model deployment.

Machine Learning Expertise

Hands-on experience with supervised, unsupervised, and reinforcement learning.
Understanding of model evaluation metrics and validation techniques.
Experience with large-scale data processing (e.g., Spark, Dask) is a plus.

Preferred Qualifications

Master’s or Ph.D. in Computer Science, Mathematics, Statistics, or a related field.
Publications or contributions to open-source ML projects.
Experience with LLMs, transformers, or generative models.

Integers.Ai is an equal opportunity employer. We celebrate diversity and are committed to creating an inclusive environment for all employees.

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Personal Settings

Machine Learning Engineer

Experience & Salary

Skills Required

Work Mode

Job Description

Role:

Job Location:

Experience:

About the Role

Key Responsibilities:

Required Qualifications

Mathematics & Theoretical Foundations

Linear Algebra

Probability and Statistics

Calculus

Numerical Methods

Convex Optimization

Information Theory

Graph Theory

Statistical Learning Theory

Programming & Software Skills

Python

deep learning frameworks

ML Ops tools

cloud platforms

Machine Learning Expertise

Preferred Qualifications

Integers.Ai is an equal opportunity employer. We celebrate diversity and are committed to creating an inclusive environment for all employees.

More Jobs at Integers.Ai