Senior Machine Learning Engineer

Job description

Sr.

Machine Learning Engineer

Designation

Sr. Machine Learning Engineer

Location

Mumbai / Pune

Experience

5+years

Overview : We

are seeking a skilled and enthusiastic Machine Learning Engineer with a minimum

of 5

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 and SDLCs are highly desirable. The candidate should also

possess

hands-on experience with Azure and / or 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.

Must

Have : 1.

Bachelors or masters 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 and SQL.

4.

Strong understanding of classical machine learning algorithms related to

classification,

regression,

time series forecasting and recommendation systems and their applications.

5.

Experience with Databricks PySpark for big data processing and analysis.

6.

Experience with Azure Machine Learning Pipelines and deploying REST APIs over

AKS / ACR / App

Service.

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 algebra, calculus,

co-ordinate

geometry

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 Manufacturing industry.

2.

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

learning.

Interested

candidates can share resume on :

Mail :

Call

/ whatsapp : Thanks!