Job Summary
Key Responsibilities
2. Design scalable data pipelines and real-time processing systems utilizing Apache Spark, Kafka, and PostgreSQL to support machine learning workflows.
3. Guide the team in implementing advanced ML models, including deep learning, NLP, and time series forecasting, using tools such as XGBoost, LightGBM, and Spark MLlib.
4. Oversee integration of data engineering platforms like Apache Airflow, DataBricks, and RabbitMQ to optimize data ingestion, transformation, and orchestration for AI/ML projects.
5. Ensure technical excellence by advocating best practices in model validation, performance optimization, and reproducibility across Python, R, and SQL-based environments.
6. Collaborate with stakeholders to gather requirements, translate business needs into technical specifications, and deliver tailored AI/ML solutions that meet quality and compliance standards.
7. Mentor and coach team members in advanced AI/ML concepts, fostering continuous learning and adoption of emerging technologies within the skill cluster.
8. Architect and implement RESTful API integrations to enable seamless communication between AI/ML components and external systems, ensuring scalable, secure, and efficient data exchange across diverse enterprise environments.
Skill Requirements
2. Excellent Knowledge Of Python, R, Sql, And Bash For Data Analysis, Modeling, And Automation.
3. Expertlevel Experience With Tensorflow, Pytorch, Scikitlearn, Pandas, Numpy, Xgboost, Lightgbm, And Spark Mllib For Building And Deploying Models.
4. Advanced Proficiency In Designing And Managing Data Pipelines Using Apache Spark, Kafka, Airflow, Databricks, And Rabbitmq.
5. Excellent Understanding Of Relational Databases Such As Postgresql And Mysql For Data Storage And Retrieval.
6. Strong Ability To Translate Business Requirements Into Technical Solutions And Deliver Highcomplexity Ai/Ml Architectures.
Other Requirements
2. Google Professional Machine Learning Engineer
3. - Aws Certified Machine Learning � Specialty
4. - Optional: Databricks Certified Machine Learning Professiona