[Remote] Senior Machine Learning Engineer at Accela

Remote

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Not SpecifiedCompensation

Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

Financial-BankingIndustries

Requirements

4+ years of experience with Python and its data science ecosystem (Pandas, NumPy, Scikit-learn)
Proven experience in prompt engineering and LLM behavior analysis
Familiarity with LLM integration frameworks such as Langchain or similar
Experience in data curation, preprocessing and tokenization for LLM training
Deep understanding of GPT-based systems and their customization potential
Ability to translate product requirements into reliable, maintainable code
Experience with experimental feature development and technical feasibility evaluation
Excellent documentation and communication skills

Responsibilities

Design, extend, and customize system prompts (e.g., chat history, instructions, rules)
Evaluate the impact of prompt changes and continuously improve GPT usage scenarios
Conceptualize, prototype, and validate new GPT-based features (e.g., internet search integration, prompt behavior control)
Evaluate new GPT/LLM releases (e.g., OpenAI models)
Monitor response quality and consistency
Assess upgrade relevance for various user tiers
Stay up to date with the latest techniques in reasoning, chaining, and context optimization
Prepare detailed evaluation reports for the Data Science team
Develop prototype and production-level code to support AI features
Utilize frameworks like Langchain to build solutions
Implement advanced chatbot capabilities
Contribute to experimental extensions such as tool integration or dynamic content fetching

Skills

Prompt Engineering

Large Language Models (LLM)

Python

Machine Learning

GPT

System Prompts

Risk-benefit analysis

Accela

Cloud-based solutions for government agencies

About Accela

Accela provides cloud-based solutions designed for government agencies to enhance civic engagement and streamline operations. Its main product, the Construct API, enables developers to create applications that improve interactions between government entities and citizens. These applications can assist with various civic functions, including permitting, licensing, code enforcement, and public health management. Accela differentiates itself from competitors by offering a subscription-based Software as a Service (SaaS) model, along with open-source tools and resources that foster a community of developers focused on civic technology. The company's goal is to improve efficiency, transparency, and citizen satisfaction in government services.

San Ramon, CaliforniaHeadquarters

1999Year Founded

$151.4MTotal Funding

GROWTH_EQUITY_VCCompany Stage

Government & Public Sector, Enterprise SoftwareIndustries

501-1,000Employees

Benefits

Health Insurance

Dental Insurance

Vision Insurance

Family Planning Benefits

401(k) Retirement Plan

401(k) Company Match

Health Savings Account/Flexible Spending Account

Life Insurance

Disability Insurance

Mental Health Support

Risks

Emerging civic tech startups pose a threat to Accela's market share.

Integration challenges with OpenCounter may disrupt service delivery.

Economic downturns could reduce government spending on Accela's SaaS solutions.

Differentiation

Accela offers a comprehensive suite of cloud-based solutions for government agencies.

The Construct API enables developers to enhance civic engagement and streamline operations.

Accela's acquisition of OpenCounter simplifies permitting and licensing processes for users.

Upsides

Increased demand for digital government services boosts Accela's SaaS offerings.

Smart city initiatives globally expand Accela's market reach.

Data-driven decision-making in government operations increases demand for Accela's analytics capabilities.

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