Machine Learning Developer

2 weeks ago


BangaloreGurgaonGurugramPune, India Collabera Full time

Job Title : ML Developer.

Experience : 4+ years.

Preferred Location : Manyata Tech Park, Nagavara, Bangalore.

Other Locations : Pune / Gurgaon.

Job Details and Requirements :

We are seeking a talented Machine Learning Engineer with 4-7 years of experience to join our dynamic team. As a Machine Learning Engineer, you will play a crucial role in developing and implementing innovative machine learning solutions to drive our business forward.

Must-Have Skills :

- Strong experience in R or Python for building machine learning models.

- Proficiency in ML frameworks.

- Solid knowledge of data preprocessing techniques and feature engineering.

- Hands-on experience in model deployment.

- Experience with SQL and data querying for large datasets.

Role and Responsibilities :

- Develop and implement machine learning models using algorithms like regression, classification, and clustering.

- Design data pipelines for preprocessing, feature engineering, and model deployment.

- Build and optimize ML models using R (preferably) or Python, ensuring performance and scalability.

- Deploy, monitor, and scale models in production environments, with experience in Azure and Databricks as a plus.

- Collaborate with stakeholders to translate business needs into data-driven solutions.

- Perform model evaluation using A/B testing and other validation techniques.

Good-to-Have Skills :

- Experience with Databricks and Azure for cloud-based ML deployments.

- Familiarity with MLOps tools like MLflow for model management.

- Knowledge of deep learning architectures (CNNs, RNNs) and big data tools like Spark.

(ref:hirist.tech)

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