AI/ML Engineer - Python, Scikit Learn, TensorFlow or PyTorch

Hyderabad, Telangana
Permanent
Full-time

6 days ago

Optum is a global organization that delivers care, aided by technology to help millions of people live healthier lives. The work you do with our team will directly improve health outcomes by connecting people with the care, pharmacy benefits, data and resources they need to feel their best. Here, you will find a culture guided by inclusion, talented peers, comprehensive benefits and career development opportunities. Come make an impact on the communities we serve as you help us advance health optimization on a global scale. Join us to start Caring. Connecting. Growing together.We are seeking a highly skilled and experienced AI/ML Engineer to join our team. As a AI/ML Engineer, you will play a critical role in developing and implementing AI/ML solutions. You will be responsible for utilizing your expertise in Python, SQL, and various frameworks like Scikit Learn, TensorFlow, and PyTorch to deliver production-grade AI/ML projects. The ideal candidate will have 2 to 4 years of experience in Data Science, AI/ML, and a solid understanding of mathematical and statistical concepts. Experience in the US Healthcare domain and knowledge of Big Data and data streaming technologies are desirable.AI/ML Engineers code and develop software that deploys ML models and algorithms into production. Communicate and present complex analytics results and concepts to leadership and internal stakeholders. Employ AI and/or ML that may include natural language processing (NLP), natural language understanding (NLU), semantic understanding, intent classification, computer vision, deep learning, and automatic speech recognition (ASR).Applies deep learning technologies to give computers the capability to visualize, learn and respond to complex situations. May adapt machine learning to areas such as artificial intelligence, robotics and other products that allow users to have an interactive experience. Work with large scale computing frameworks, data analysis systems. Employees in this role are expected to apply knowledge of experimental methodologies, statistics, optimization, probability theory and machine learning using code for tool building, statistical analysis, using both general purpose software and statistical languages.Primary Responsibilities:

Develop and implement AI/ML solutions using Python, pandas, numpy, and SQL
Utilize frameworks such as Scikit Learn, TensorFlow, and PyTorch to build and deploy models
Perform exploratory data analysis (EDA), statistical analysis, and feature engineering to uncover insights and patterns in data
Build, tune, and evaluate machine learning models for predictive and prescriptive analytics
Conduct drift analysis to monitor model performance and ensure accuracy over time
Collaborate with cross-functional teams to understand business requirements and translate them into technical solutions
Work on the full life cycle of AI/ML projects, including data preparation, model development, tuning, and deployment
Ensure the scalability, reliability, and efficiency of AI/ML solutions in production environments
Stay updated with the latest advancements in AI/ML techniques and tools, and identify opportunities to apply them to enhance existing solutions
Document and communicate findings, methodologies, and insights to technical and non-technical stakeholders
Analyzes and investigates
Provides explanations and interpretations within area of expertise
Comply with the terms and conditions of the employment contract, company policies and procedures, and any and all directives (such as, but not limited to, transfer and/or re-assignment to different work locations, change in teams and/or work shifts, policies in regard to flexibility of work benefits and/or work environment, alternative work arrangements, and other decisions that may arise due to the changing business environment). The Company may adopt, vary or rescind these policies and directives in its absolute discretion and without any limitation (implied or otherwise) on its ability to do so

Required Qualifications:

Bachelor's or Master's degree in Computer Science, Data Science, Statistics, or a related field
2+ years of experience in Data Science, AI/ML, or a similar role
Experience with the full life cycle of AI/ML projects, including EDA, model development, tuning, and drift analysis
Hands-on experience in delivering production-grade AI/ML projects
Solid programming skills in Python, with experience in pandas, numpy, and SQL
Proficiency in frameworks such as Scikit Learn, TensorFlow, and PyTorch
Solid understanding of mathematical and statistical concepts
Knowledge of Big Data technologies (PySpark, Hadoop) and data streaming tools (Kafka, etc.) is a plus.
Proven excellent problem-solving and analytical thinking skills
Solid communication and collaboration skills to work effectively in a team environment

Preferred Qualification:

Familiarity with the US Healthcare domain

At UnitedHealth Group, our mission is to help people live healthier lives and make the health system work better for everyone. We believe everyone - of every race, gender, sexuality, age, location and income - deserves the opportunity to live their healthiest life. Today, however, there are still far too many barriers to good health which are disproportionately experienced by people of color, historically marginalized groups and those with lower incomes. We are committed to mitigating our impact on the environment and enabling and delivering equitable care that addresses health disparities and improves health outcomes - an enterprise priority reflected in our mission.

UnitedHealth Group

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