Key Responsibilities

<ul>
<li>Assist in designing, implementing, and optimizing machine learning models. </li>
</ul>

<ul>
<li>Preprocess and clean data to improve model performance and accuracy. </li>
</ul>

<ul>
<li>Collaborate with data scientists and software engineers to integrate ML models into production systems. </li>
</ul>

<ul>
<li>Conduct experiments, analyze results, and improve model accuracy using feedback loops. </li>
</ul>

<ul>
<li>Optimize model performance through hyperparameter tuning and feature engineering. </li>
</ul>

<ul>
<li>Maintain documentation of experiments, models, and code. </li>
</ul>

<ul>
<li>Stay updated on the latest advancements in machine learning and AI. </li>
</ul>
Required Skills &amp; Qualifications

<ul>
<li>Bachelor's (with 3 yrs of work experience), Master's (with 2 yrs of work experience) in Computer Science, Data Science, Mathematics, Economics, Statistics or a related field. </li>
</ul>

<ul>
<li>Knowledge of machine learning concepts, algorithms, and frameworks (e.g., Scikit-learn, TensorFlow) are required.</li>
</ul>

<ul>
<li>Hands-on experience through internships, real-world projects are required.</li>
</ul>

<ul>
<li>Prior experience of model deployment is required. </li>
</ul>

<ul>
<li>Proficiency in Python and familiarity with data science libraries (NumPy, Pandas, Matplotlib, etc.) is required. </li>
</ul>

<ul>
<li>Experience with data preprocessing and feature engineering techniques is required.</li>
</ul>

<ul>
<li>Understanding of model evaluation and performance metrics is required.</li>
</ul>

<ul>
<li>Familiarity with version control systems (e.g., Git) and cloud platforms (AWS, GCP, or Azure) is a plus. </li>
</ul>

<ul>
<li>Familiarity with DataBricks platform and PySpark is required.</li>
</ul>

<ul>
<li>Experience working with databases and SQL is required.</li>
</ul>

<ul>
<li>Knowledge of MLOps practices and tools such as MLflow is required. Additional knowledge/experience on Docker or Kubernetes, or GitHub Actions is a plus.</li>
</ul>

<ul>
<li>Experience working with databases and SQL is required.</li>
</ul>

<ul>
<li>Strong problem-solving skills and the ability to work in a team environment. </li>
</ul>

Machine Learning Engineer

Job Details & Overview

Skills Required for Machine Learning Engineer

Job Description for Machine Learning Engineer