LoRA jobs in 2026 — demand, top roles hiring, and related skills

As of 2026-09-30, LoRA appears in 306 job postings indexed by Skillenai over the past 90 days — Machine Learning Engineer has the most postings mentioning LoRA, with demand share up 4.2% vs the prior 4 weeks.

Last updated · 90d ending 2026-09-30

Postings · last 90 days
306
Demand vs prior month
up 4.2% vs the prior 4 weeks
Top role · 15.4% of skill postings
Top hiring metro
San Francisco

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Frequently asked questions about LoRA

+Is LoRA in demand in 2026?

Yes. LoRA appears in 306 job postings indexed by Skillenai over the 90 days ending 2026-09-30. Machine Learning Engineer accounts for the most postings mentioning LoRA (15.4% of all postings mentioning LoRA).

+What jobs require LoRA?

According to the Skillenai jobs index over the 90 days ending 2026-09-30, among roles with at least 20 postings, the highest shares mentioning LoRA are Lecturer (8.7% of that role’s postings mention LoRA), AI/ML Architect (7.7% of that role’s postings mention LoRA), Senior Data Scientist (7.4% of that role’s postings mention LoRA).

+What skills are commonly paired with LoRA?

Across job postings indexed by Skillenai (90 days ending 2026-09-30), LoRA most often appears alongside Python, PyTorch, fine-tuning, QLoRA, PEFT.

+Where is LoRA most in demand?

As of 2026-09-30, the metro areas posting the most jobs requiring LoRA are San Francisco, San Jose, Bengaluru, London, Singapore, according to the Skillenai jobs index.

+How can I keep up with new LoRA content and jobs?

Skillenai indexes news, blog posts, and research papers mentioning LoRA alongside the jobs index. You can subscribe to a daily email digest of new LoRA content from your Skillenai account.

+Which skills come before and after LoRA?

The skill-flow chart shows skills documented in adjacent positions across observed employer changes. An outgoing skill is documented in the following position but not the preceding one. These are ideas to explore, not proven prerequisites, acquisition dates, or levels of mastery. Each ribbon counts employer moves with that skill pair; one move can contribute several pairs.

Weekly indexed postings requiring LoRA — last 90 days

Salary distribution

Box = 25th–75th percentile · tick = median · whisker = 10th–90th · USD, annualized

Career paths around LoRA

Skills documented before and after this skill across employer changes.

Historical career profiles · all locations

Skills before LoRA

Before LoRApython → LoRA: 8 observed employer moves with this skill pairAWS → LoRA: 5 observed employer moves with this skill pairFAISS → LoRA: 4 observed employer moves with this skill pairscikit-learn → LoRA: 4 observed employer moves with this skill pairPower BI → LoRA: 3 observed employer moves with this skill pairdocker → LoRA: 3 observed employer moves with this skill pairEC2 → LoRA: 3 observed employer moves with this skill pairaws sagemaker → LoRA: 3 observed employer moves with this skill pairLoRApython: 8 movespython8 movesAWS: 5 movesAWS5 movesFAISS: 4 movesFAISS4 movesscikit-learn: 4 movesscikit-learn4 movesPower BI: 3 movesPower BI3 movesdocker: 3 movesdocker3 movesEC2: 3 movesEC23 movesaws sagemaker: 3 movesaws sagemaker3 moves

Skills after LoRA

After LoRALoRA → Substance Painter: 1 observed employer moves with this skill pairLoRA → GPT-4o: 1 observed employer moves with this skill pairLoRA → BM25: 1 observed employer moves with this skill pairLoRA → 5-fold cross-validation: 1 observed employer moves with this skill pairLoRA → local-scale details: 1 observed employer moves with this skill pairLoRA → C#: 1 observed employer moves with this skill pairLoRA → parallel processing: 1 observed employer moves with this skill pairLoRA → Session-based memory: 1 observed employer moves with this skill pairLoRASubstance Painter: 1 movesSubstance Painter1 movesGPT-4o: 1 movesGPT-4o1 movesBM25: 1 movesBM251 moves5-fold cross-validation: 1 moves5-foldcross-validation1 moveslocal-scale details: 1 moveslocal-scaledetails1 movesC#: 1 movesC#1 movesparallel processing: 1 movesparallelprocessing1 movesSession-based memory: 1 movesSession-basedmemory1 moves
How to read this chart · view counts

Each side is an independent set of observed employer moves, not the same people followed through three stages. Ribbon widths compare move counts within that side. Internal moves are not included.

The following position documents a skill that the preceding position does not. Skills must be linked to both positions, with clear dates and no overlap. One move can connect several skill pairs. These patterns suggest skills to explore; they do not establish prerequisites, when a skill was learned, or a higher skill level.

Source: Skillenai talent graph, historical career profiles. Historical descriptions and coverage can change. Only the leading published connections are shown.

Observed connections and move counts
ConnectionMoves
Before: python8
Before: AWS5
Before: FAISS4
Before: scikit-learn4
Before: Power BI3
Before: docker3
Before: EC23
Before: aws sagemaker3
After: Substance Painter1
After: GPT-4o1
After: BM251
After: 5-fold cross-validation1
After: local-scale details1
After: C#1
After: parallel processing1
After: Session-based memory1

Roles most likely to require LoRA

Among roles with at least 20 postings in the same period.

RolePostings mentioning skill% of role postings mentioning skill
Lecturer28.7%
AI/ML Architect27.7%
Senior Data Scientist27.4%
AI Researcher86.7%
ML Research Engineer36.2%
AI Research Engineer55.1%
Gen AI Engineer15.0%
Postdoctoral Researcher14.8%
Software Test Automation Engineer14.3%
Applied Machine Learning Engineer14.2%

Roles with the most LoRA postings

RolePostings mentioning skillShare of skill postings
Machine Learning Engineer4715.4%
AI Engineer3812.4%
Data Scientist309.8%
Software Engineer185.9%
ML Engineer144.6%
AI Researcher82.6%
AI/ML Engineer72.3%
Research Engineer62.0%
AI Research Engineer51.6%
Forward Deployed Engineer41.3%

Top companies posting jobs requiring LoRA

Employers ranked by indexed job postings in the last 90 days.

Top companies posting jobs requiring LoRA
CompanyPostings · 90 days
Bjakcareer14
Grab8
Together AI7
Cisco7
CommerceIQ6
Artefact6
Spotify6
Thinking Machines6
Deliveroo6
Adobe5

Job postings indexed over the past 90 days, grouped by resolved employer. Counts are postings, not hires. Companies without a published page appear without a link.

Top metros hiring for LoRA

NamePostingsShare
San Francisco196.2%
San Jose134.2%
Bengaluru123.9%
London103.3%
Singapore92.9%
New York City62.0%
Palo Alto62.0%
Auckland41.3%
Costa Mesa41.3%

Skills commonly paired with LoRA

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How this was computed

Counts derive from the Skillenai jobs index over the 90 days ending 2026-09-30. Skills are resolved against the Skillenai canonical taxonomy, so the same entity is counted whether a posting writes 'Python', 'Python 3', or 'python'. Role prevalence divides postings mentioning LoRA by all postings for each role in the same window, ranking roles with at least 20 postings. Role distribution divides each role’s LoRA postings by all LoRA postings, including postings without a role. Shares need not sum to 100% for the displayed roles. Pages refresh weekly (or daily for the top-50 most-requested skills). Adjusted posting share: 0.1% to 0.1%. Demand share change is the relative percentage change between these adjusted shares. Each employer-and-ATS group has at least 10 postings in each 90-day window; its earlier posting count supplies the same weight in both windows. The panel includes 2,595 identified employers and covers 68% of earlier and 72% of latest indexed postings. Windows: 2026-06-02 to 2026-08-31 and 2026-06-30 to 2026-09-28 (UTC; end dates excluded). The windows overlap by 62 days. Dates reflect indexing, not the employer’s posting date. This measures posting mix, not total hiring or market-wide demand. Matching excludes entrants and exits; changes in crawl completeness within an employer or ATS can still affect the result.

source
Skillenai jobs index, deduplicated daily
entity_id
0587cde4bc6d4ecd
data_as_of
2026-09-30
window_days
90
Hiring engineers who use LoRA?

The demand, skills, and geo numbers on this page come from the same Skillenai labor market index that powers our API. Use it for compensation benchmarking, hiring-competition analysis, and skill-adoption tracking.

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Compiled by Jared Rand · Data sourced from the Skillenai labor market index