Data Scientist

1 week ago


Mumbai, Maharashtra, India Celebal Technologies Full time

Designation – Machine Learning Engineer

Location - MUMBAI / JAIPUR

Experience – 3 +years

We are seeking a skilled and enthusiastic Classical Machine Learning Engineer with a minimum of 3 years of experience to join our dynamic team. The ideal candidate will have a strong background in Python programming, classical machine learning algorithms, and a solid understanding of core mathematical concepts. Additionally, proficiency in Databricks PySpark, Azure ML pipelines & drift management is highly desirable. The candidate should also possess hands-on experience with Azure and other cloud platforms.

Job Description:

1. Develop and implement machine learning models using Python and classical ML algorithms to address business challenges.

2. Collaborate with cross-functional teams to understand requirements and translate them into actionable technical solutions.

3. Utilize Databricks PySpark for scalable data processing and analysis tasks.

4. Monitor model performance and implement drift management strategies to ensure model effectiveness over time.

5. Stay updated with advancements in machine learning and contribute to the adoption of best practices within the team.

6. Conduct experiments with deep learning techniques and integrate them into the existing workflow where appropriate.

7. Provide mentorship and guidance to junior team members, fostering a collaborative and learning-oriented environment.

Must Have:

1. Bachelor's or Master's degree in Computer Science, Engineering, Mathematics, or a related field.

2. Minimum of 3 years of experience in machine learning engineering or related roles.

3. Proficiency in Python programming language.

4. Strong understanding of classical machine learning algorithms and their applications.

5. Experience with Databricks PySpark for big data processing and analysis.

6. Experience with Azure Machine Learning Pipelines

7. Must be familiar with CI/CD pipelines

8. Familiarity with drift management techniques and tools.

9. Hands-on experience with Azure and other cloud platforms.

10. Knowledge of deep learning concepts and frameworks (e.g., TensorFlow, PyTorch).

11. Solid grasp of core mathematical concepts such as linear algebra, calculus, and statistics.

12. Excellent problem-solving skills and ability to work in a fast-paced environment.

13. Strong communication and interpersonal skills, with the ability to collaborate effectively within a team.

Preferred Qualifications:

1. Previous experience in (specific industry/domain relevant to the company).

2. Contributions to open-source projects or publications in the field of machine learning.

Benefits:

1. Competitive salary and benefits package.

2. Opportunity to work on cutting-edge projects with a talented and diverse team.

3. Professional development opportunities and support for continuous learning.

4. Flexible work arrangements and a positive work-life balance


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