Business Specialist - Data Analysis, Agi

HCLTech; San Antonio (TX); On-site; USD 70,000 - 90,000; Full time

Job summary

HCLTech is looking for a professional responsible for coding and testing complex analytical models in San Antonio, Texas. Candidates should have extensive experience in Python, R, and SQL, along with strong interpersonal skills.

Key responsibilities include data gathering, model building, and working with machine learning techniques. This role requires the ability to construct GUI interfaces and develop workflows for machine learning. Contract based position with valid work authorization in the U.S.

Qualifications

• Extensive experience with Python programming.
• Strong understanding of data science project lifecycle.
• Ability to develop and test complex analytic algorithms.

Responsibilities

• Gather and manipulate structured/unstructured data.
• Select appropriate modeling techniques based on business needs.
• Develop sequence modeling using various machine learning algorithms.

Skills

Python

R

SQL

Natural Language Processing

Machine Learning

Data Analysis

Deep Learning

Interpersonal skills

Communication skills

Tools

TensorFlow

Keras

PyTorch

NumPy

SciPy

scikit-learn

Dataiku

AWS

Azure

Hadoop

Job description

Overview

Responsible for coding and testing customized analytical models of medium to high degree of complexity. Must be able to implement best practices when writing and testing code. Familiarity with the life-cycle of a data science project and extensive experience with python is a must. Requires strong interpersonal and communication skills, and ability to construct GUI interfaces.

Responsibilities

• Gathers, interprets, and manipulates structured and unstructured data to enable analytical solutions for the business.
• Selects the appropriate modeling technique and/or technology with consideration to data limitations, application, and business needs.
• Experience in building session-level models and analyzing high-volume clickstream data from a digital platform.
• Develops sequence modeling using models and algorithms such as RNN, Transformers, LSTM, XGBoost, Decision Trees, Bayesian networks, Random Forest, Logistic Regression, Support Vector Machines, Gradient Boosting, Clustering, and Dimensionality Reduction.
• Experience/knowledge in Deep Learning model development using TensorFlow, Keras, PyTorch.
• Hands-on experience in building ML workflows.
• Fluent with Natural Language Processing and Text Analytics libraries (NLTK, SpaCy).
• Experience in model implementation, governance and monitoring.
• Perform code development of complex analytic algorithms and break down analytic functionality into working modules.
• Work with Python, R and SQL; experience in Python data science packages such as NumPy, SciPy and scikit-learn.

Nice To Have

• Experience with Data Science Platforms (Dataiku, H2O, Azure).
• Experience with version control systems (Subversion/SVN, Git, GitHub, GitLab, Mercurial, or others).
• Experience with cloud platforms (AWS, Azure, GCP) is a plus.
• Knowledge of Big Data technologies (Hadoop, Hive/HQL, HDFS, Spark/PySpark, Kafka).
• Familiar working in an AGILE environment.

Note: This work is contracted through a third-party; valid work authorization in the United States is required. The exact pay rate will vary based on skills, experience, and location and will be determined by the third-party employer. Equal opportunity employer statement is provided for compliance with federal, state, and local law.

HCLTech is an equal opportunity employer, committed to providing equal employment opportunities to all applicants and employees regardless of race, religion, sex, color, age, national origin, pregnancy, sexual orientation, physical disability or genetic information, military or veteran status, or any other protected classification, in accordance with federal, state, and/or local law. Should any applicant have concerns about discrimination in the hiring process, they should provide a detailed report of those concerns to [e-mail] for investigation.