Senior Machine Learning Engineer

2 weeks ago

Bengaluru, India EdgeVerve Full time
Job Title: Senior Machine Learning EngineerExperience: 4Yrs to 9YrsLocation: Bangalore

Key Responsibilities:Machine Learning Model Development:

Research, design, and implement advanced machine learning algorithms and models to address business challenges.Data Engineering:

Extract, transform, and load (ETL) large datasets from various sources into a Postgres database.Model Deployment:

Deploy machine learning models into production environments, ensuring optimal performance and scalability.AI Integration:

Integrate AI capabilities into existing systems and applications.Team Leadership:

Mentor and guide junior team members in machine learning and data science practices.Problem Solving:

Analyze complex business problems and develop innovative solutions using machine learning techniques.Collaboration:

Work closely with cross-functional teams to understand business requirements and translate them into technical solutionsRequired Skill Set:Technical Skills:Machine Learning:

Strong proficiency in machine learning algorithms (regression, classification, clustering, deep learning) and their implementation using Python libraries (TensorFlow, PyTorch, Scikit-learn).AI:

Understanding of AI concepts, including natural language processing (NLP), computer vision, and reinforcement learning.Programming:

Expert-level Python programming skills, including data manipulation, statistical analysis, and model development.Database:

Proficiency in SQL and experience with PostgreSQL for data storage and retrieval.Cloud Platforms:

Familiarity with cloud platforms (AWS, GCP, Azure) for deploying and managing machine learning workloads.Data Engineering:

Experience with data pipelines, ETL processes, and data preprocessing techniques.Big Data:

Knowledge of big data technologies (Hadoop, Spark) is a plus.Soft Skills:Problem Solving:

Ability to analyze complex problems and develop effective solutions.Communication:

Excellent communication skills to explain technical concepts to both technical and non-technical audiences.Collaboration:

Strong teamwork and interpersonal skills to work effectively with cross-functional teams.Leadership:

Ability to mentor and guide junior team members.Business Acumen:

Understanding of business objectives and how machine learning can drive business value.Continuous Learning:

Passion for staying updated with the latest advancements in machine learning and AI.

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