Data Scientist - AI Strategy & Implementation

Adidev Technologies Incabout 1 year ago
Los Angeles, California, United States
Remote
Full-time
Junior Level (1-3 years)

Job Description

Position Overview

Adidev Technologies Inc is seeking a Data Scientist – AI Strategy & Implementation who is a US Citizen, Green Card holder, or GC-EAD holder. With 2 years of relevant experience in Data Science, you will enhance and debug large-scale applications for well‐known clients. Projects can last from 6 to 18 months, and compensation (salary) varies depending on experience. Excellent written and oral communication skills and teamwork are essential. Employment Type: FULL_TIME.

Key Responsibilities

  • Demonstrate experience using machine learning, deep learning, statistical methodology, and simulation/optimization modeling in geospatial, network topography, recommendation systems, environmental systems, and/or agronomic challenges.
  • Utilize a strong foundation in Python programming within a cloud environment.
  • Employ expertise in data wrangling using SQL along with fluency in extracting, transforming, and aggregating data.
  • Deploy data pipelines routinely using Kubernetes and other cloud-computing platforms.
  • Apply Natural Language Processing and Computer Vision techniques to solve complex business use cases.
  • Conduct scientific analyses, modeling, visualization, and communicate results effectively.
  • Work with Python libraries such as NumPy, Pandas, SciKit-Learn, TensorFlow, PyTorch, and tools like Spacy, MongoDB, PostgreSQL, Flask, and Streamlit.

Required Qualifications

  • Understanding of various machine learning algorithms (e.g., SVM, Random Forests, Gradient Boosting, XGBoost, Lasso, Ridge, clustering techniques, Neural Networks, etc.).
  • Experience with regression techniques including Linear, Logistic, MNL, Mixed Effects, and regularization methods.
  • Familiarity with classification methods (K-means, Hierarchical, Latent Class, DBScan, SVM).
  • Knowledge of dimension reduction techniques such as Principal Component Analysis and Singular Value Decomposition.
  • Expertise in optimization methods like Linear Programming, Stochastic Gradient Descent, and Genetic Algorithms.
  • Experience with neural network approaches to text classification including CNN, RNN, LSTM, and Keras.
  • Proficiency in machine learning algorithms such as Neural Networks, Naïve Bayes, Bagging & Boosting, and Random Forest.
  • Experience with distributed computing tools and cloud technology (AWS).

Benefits & Perks

  • Competitive Salary
  • Paid Relocation
  • Remote Support
  • Guaranteed Regular Salary Reviews
  • Flexible options: W2 or Contract 1099 (full-time - 40 hours/week)

At Adidev Technologies, we welcome applications from candidates of all backgrounds. If you are ready to make an impact at a growing company, we invite you to submit your resume along with a curated selection of your most influential projects.

Required Skills

TensorFlow
Computer Vision
SQL
NLP
Cloud Computing
Data Wrangling
SciKit-Learn
Python
Machine Learning
NumPy
PyTorch
Kubernetes
Pandas
Deep Learning
Flask