Accenture in IndiaEmployer profile

Software Development Engineer

Location not specified · 3–5 yrs

Experience: 3–5 yrs
Salary: Not disclosed
Location: Location not specified
Work mode: Not specified
Job type: Full-time
Apply by: Closing date not listed
Posted: 12 Nov 21

About this role

Project Role : Software Development Engineer

Project Role Description : Analyze, design, code and test multiple components of application code across one or more clients. Perform maintenance, enhancements and/or development work.

Must have skills : Machine Learning

Good to have skills : Python (Programming Language), DevOps, SOA B2B Skills

Minimum 3 Year(s) Of Experience Is Required

Educational Qualification : Any Degree BE MCA BTech MTech

Summary: Roles & Responsibilities: - Design and develop machine learning models and algorithms using Python and associated libraries like Pandas, NumPy, and Scikit-learn. - Conduct detailed analysis of complex data sets, employing statistical methodologies and data munging techniques for actionable insights, alongside a robust understanding of statistical analysis and machine learning algorithms. - Collaborate with cross-functional teams, applying expertise in diverse machine learning algorithms, including experience in implementing various algorithms such as linear regression, logistic regression, decision trees, and clustering algorithms. - Perform maintenance, enhancements, and/or development work on multiple components of application code across one or more clients. - Stay updated with the latest advancements in machine learning and data science, integrating innovative approaches for sustained competitive advantage, including experience with TensorFlow, Natural Language Processing (NLP), and Big Data technologies. Professional & Technical Skills: - Must To Have Skills: Expertise in Machine Learning. - Good To Have Skills: Proficiency in Python (Programming Language) and DevOps. -As an LLM engineer, you'll utilize your expertise in LLM/GenAI technologies. Your primary role involves working closely with clients to prototype, develop, test, and deploy GenAI/LLM-powered products at scale. You'll also play a crucial role in optimizing hyperparameters of LLM models to enhance overall performance and drive positive client outcomes - Strong understanding of statistical analysis and machine learning algorithms.

3-5 years of work with Python, LLM/GenAI frameworks and tools AI/ML end-to-end solutions developing

CI/CD pipelines development, LLM model containerizing and deployment on cloud or premise. Models testing and follow-up maintenance. All stages of ML model life cycle ensuring and support.

Design prototypes and POCs to demonstrate solution feasibility and value. Provide architecture solution.

Research, design, build, and train innovative applications of LLMs to solve complex real-world problems.

Provide technical guidance to clients adopting LLM technologies. - Experience with data visualization tools such as Tableau or Power BI. - Experience in implementing various machine learning algorithms such as linear regression, logistic regression, decision trees, and clustering algorithms. - Solid grasp of data munging techniques, including data cleaning, transformation, and normalization to ensure data quality and integrity. Additional Information: - The candidate should have a minimum of 3 years of experience in Machine Learning. - The ideal candidate will possess a strong educational background in statistics, mathematics, computer science, or a related field, along with a proven track record of delivering impactful data-driven solutions. - This position is based at our Bengaluru office.

Any Degree BE MCA BTech MTech

Skills

Information Technology and Engineering